diff --git a/graph_dit/datasets/dataset.py b/graph_dit/datasets/dataset.py
index 38d7520..0c12a1f 100644
--- a/graph_dit/datasets/dataset.py
+++ b/graph_dit/datasets/dataset.py
@@ -21,7 +21,7 @@ from sklearn.model_selection import train_test_split
 import utils as utils
 from datasets.abstract_dataset import AbstractDatasetInfos, AbstractDataModule
 from diffusion.distributions import DistributionNodes
-from nas_201_api import NASBench201API
+
 bonds = {BT.SINGLE: 1, BT.DOUBLE: 2, BT.TRIPLE: 3, BT.AROMATIC: 4}
 
 class DataModule(AbstractDataModule):
@@ -48,17 +48,17 @@ class DataModule(AbstractDataModule):
         # Load the dataset to the memory
         # Dataset has target property, root path, and transform
         dataset = Dataset(source=self.task, root=root_path, target_prop=target, transform=None)
-        # print("len dataset", len(dataset))
-        # def print_data(dataset):
-        #     print("dataset", dataset)
-        #     print("dataset keys", dataset.keys)
-        #     print("dataset x", dataset.x)
-        #     print("dataset edge_index", dataset.edge_index)
-        #     print("dataset edge_attr", dataset.edge_attr)
-        #     print("dataset y", dataset.y)
-        #     print("")
-        # print_data(dataset=dataset[0])
-        # print_data(dataset=dataset[1])
+        print("len dataset", len(dataset))
+        def print_data(dataset):
+            print("dataset", dataset)
+            print("dataset keys", dataset.keys)
+            print("dataset x", dataset.x)
+            print("dataset edge_index", dataset.edge_index)
+            print("dataset edge_attr", dataset.edge_attr)
+            print("dataset y", dataset.y)
+            print("")
+        print_data(dataset=dataset[0])
+        print_data(dataset=dataset[1])
 
 
         if len(self.task.split('-')) == 2:
@@ -155,30 +155,7 @@ class Dataset(InMemoryDataset):
     def processed_file_names(self):
         return [f'{self.source}.pt']
 
-    def create_adj_matrix_and_ops(nodes, edges):
-        num_nodes = len(nodes)
-        adj_matrix = np.zeros((num_nodes, num_nodes), dtype=int)
-        for (src, dst) in edges:
-            adj_matrix[src][dst] = 1
-        return adj_matrix, nodes
-    
-    def parse_architecture_string(arch_str):
-        print(arch_str)
-        steps = arch_str.split('+')
-        nodes = ['input']  # Start with input node
-        edges = []
-        for i, step in enumerate(steps):
-            step = step.strip('|').split('|')
-            for node in step:
-                op, idx = node.split('~')
-                edges.append((int(idx), i+1))  # i+1 because 0 is input node
-                nodes.append(op)
-        nodes.append('output')  # Add output node
-        return nodes, edges
-    
     def process(self):
-        # return
-        api = NASBench201API('./NAS-Bench-201-v1_1-096897.pth')
         RDLogger.DisableLog('rdApp.*')
         data_path = osp.join(self.raw_dir, self.raw_file_names[0])
         data_df = pd.read_csv(data_path)
@@ -223,65 +200,26 @@ class Dataset(InMemoryDataset):
             return data, active_atoms
         
         # Loop through every row in the DataFrame and apply the function
-        # data_list = []
-
-        # len_data = len(data_df)
-        len_data = 15625
         data_list = []
-        bonds = {
-            'nor_conv_1x1': 1,
-            'nor_conv_3x3': 2,
-            'avg_pool_3x3': 3,
-            'skip_connect': 4,
-            'input': 0,
-            'output': 5
-        }
-
-        def arch_to_graph(arch_str, sa, sc, target, target2=None, target3=None):
-            nodes, edges = Dataset.parse_architecture_string(arch_str)
-            node_labels = [bonds[node] for node in nodes]  # Replace with appropriate encoding if necessary
-            x = torch.LongTensor(node_labels)
-
-            edges_list = [(start, end) for start, end in edges]
-            edge_type = [bonds[nodes[end]] for start, end in edges]  # Example: using end node type as edge type
-            edge_index = torch.tensor(edges_list, dtype=torch.long).t().contiguous()
-            edge_type = torch.tensor(edge_type, dtype=torch.long)
-            edge_attr = edge_type.view(-1, 1)
-
-            if target3 is not None:
-                y = torch.tensor([sa, sc, target, target2, target3], dtype=torch.float).view(1, -1)
-            elif target2 is not None:
-                y = torch.tensor([sa, sc, target, target2], dtype=torch.float).view(1, -1)
-            else:
-                y = torch.tensor([sa, sc, target], dtype=torch.float).view(1, -1)
-
-            data = Data(x=x, edge_index=edge_index, edge_attr=edge_attr, y=y)
-            return data, nodes
-        # --- data processing start ---
-        # active_atoms = set()
-        # for i, (sms, df_row) in enumerate(data_df.iterrows()):
-        #     if i == sms:
-        #         sms = df_row['smiles']
-        #     mol = Chem.MolFromSmiles(sms, sanitize=False)
-        #     if len(self.target_prop.split('-')) == 2:
-        #         target1, target2 = self.target_prop.split('-')
-        #         data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[target1], target2=df_row[target2])
-        #     elif len(self.target_prop.split('-')) == 3:
-        #         target1, target2, target3 = self.target_prop.split('-')
-        #         data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[target1], target2=df_row[target2], target3=df_row[target3])
-        #     else:
-        #         data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[self.target_prop])
-        #     active_atoms.update(cur_active_atoms)
-        #     data_list.append(data)
-        #     pbar.update(1)
-        for arch_index in range(len_data):
-            arch_info = api.get_arch(arch_index)
-            arch_str = arch_info['arch_str']
-
-            nodes, edges = Dataset.parse_architecture_string(arch_str)
-            adj_matrix, nodes = Dataset.create_adj_matrix_and_ops(nodes, edges)
-
-            data, cur_active_atoms = graph
+        len_data = len(data_df)
+        with tqdm(total=len_data) as pbar:
+            # --- data processing start ---
+            active_atoms = set()
+            for i, (sms, df_row) in enumerate(data_df.iterrows()):
+                if i == sms:
+                    sms = df_row['smiles']
+                mol = Chem.MolFromSmiles(sms, sanitize=False)
+                if len(self.target_prop.split('-')) == 2:
+                    target1, target2 = self.target_prop.split('-')
+                    data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[target1], target2=df_row[target2])
+                elif len(self.target_prop.split('-')) == 3:
+                    target1, target2, target3 = self.target_prop.split('-')
+                    data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[target1], target2=df_row[target2], target3=df_row[target3])
+                else:
+                    data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[self.target_prop])
+                active_atoms.update(cur_active_atoms)
+                data_list.append(data)
+                pbar.update(1)
 
         torch.save(self.collate(data_list), self.processed_paths[0])
 
@@ -296,10 +234,8 @@ class DataInfos(AbstractDatasetInfos):
             'N2': 'regression',
             'CO2': 'regression',
         }
-
         task_name = cfg.dataset.task_name
         self.task = task_name
-        print(self.task)
         self.task_type = tasktype_dict.get(task_name, "regression")
         self.ensure_connected = cfg.model.ensure_connected
 
@@ -473,181 +409,6 @@ def compute_meta(root, source_name, train_index, test_index):
     
     return meta_dict
 
-op_to_atom = {
-    'input': 'Si',          # Hydrogen for input
-    'nor_conv_1x1': 'C',   # Carbon for 1x1 convolution
-    'nor_conv_3x3': 'N',   # Nitrogen for 3x3 convolution
-    'avg_pool_3x3': 'O',   # Oxygen for 3x3 average pooling
-    'skip_connect': 'P',   # Phosphorus for skip connection
-    'none': 'S',           # Sulfur for no operation
-    'output': 'He'         # Helium for output
-}
-
-def get_sample_nasbench_graph():
-    adj_mat = np.array([[0, 1, 1, 0, 1, 0, 0, 0],
-                        [0, 0, 0, 1, 0, 1, 0, 0],
-                        [0, 0, 0, 0, 0, 0, 1, 0],
-                        [0, 0, 0, 0, 0, 0, 1, 0],
-                        [0, 0, 0, 0, 0, 0, 0, 1],
-                        [0, 0, 0, 0, 0, 0, 0, 1],
-                        [0, 0, 0, 0, 0, 0, 0, 1],
-                        [0, 0, 0, 0, 0, 0, 0, 0]])
-    ops = ['input', 'nor_conv_1x1', 'nor_conv_3x3', 'avg_pool_3x3', 'skip_connect', 'none', 'output']
-    return adj_mat, ops
-
-def nasbench_to_molecule(adj_mat, ops):
-    mol = Chem.RWMol()  # Create a new editable molecule
-    atom_map = {}       # Map to keep track of node to atom mapping
-    
-    # Add atoms to the molecule
-    for i, op in enumerate(ops):
-        atom_type = op_to_atom.get(op, 'C')  # Default to Carbon if operation not found
-        atom = Chem.Atom(atom_type)          # Create an atom of the specified type
-        idx = mol.AddAtom(atom)
-        atom_map[i] = idx
-
-    # Add bonds to the molecule
-    for i in range(adj_mat.shape[0]):
-        for j in range(adj_mat.shape[1]):
-            if adj_mat[i, j] == 1:
-                mol.AddBond(atom_map[i], atom_map[j], Chem.rdchem.BondType.SINGLE)
-
-    return mol
-
-def compute_meta_graph(root, source_name, train_index, test_index):
-    # initialize the periodic table
-    # 118 elements + 1 for *
-    # Initializes arrays to count the number of atoms per molecule, bond types, valencies, and transition probabilities between atom types.
-    pt = Chem.GetPeriodicTable()
-    atom_name_list = []
-    atom_count_list = []
-    for i in range(2, 119):
-        atom_name_list.append(pt.GetElementSymbol(i))
-        atom_count_list.append(0)
-    atom_name_list.append('*')
-    atom_count_list.append(0)
-    n_atoms_per_mol = [0] * 500
-    bond_count_list = [0, 0, 0, 0, 0]
-    bond_type_to_index =  {BT.SINGLE: 1, BT.DOUBLE: 2, BT.TRIPLE: 3, BT.AROMATIC: 4}
-    valencies = [0] * 500
-    tansition_E = np.zeros((118, 118, 5))
-    
-    # Load the data from the source file
-    filename = f'{source_name}.csv.gz'
-    df = pd.read_csv(f'{root}/{filename}')
-    all_index = list(range(len(df)))
-    non_test_index = list(set(all_index) - set(test_index))
-    df = df.iloc[non_test_index]
-    # extract the smiles from the dataframe
-    tot_smiles = df['smiles'].tolist()
-
-    n_atom_list = []
-    n_bond_list = []
-    for i, sms in enumerate(tot_smiles):
-        try:
-            mol = Chem.MolFromSmiles(sms)
-        except:
-            continue
-
-        n_atom = mol.GetNumHeavyAtoms()
-        n_bond = mol.GetNumBonds()
-        n_atom_list.append(n_atom)
-        n_bond_list.append(n_bond)
-
-        n_atoms_per_mol[n_atom] += 1
-        cur_atom_count_arr = np.zeros(118)
-
-        for atom in mol.GetAtoms():
-            symbol = atom.GetSymbol()
-            if symbol == 'H':
-                continue
-            elif symbol == '*':
-                atom_count_list[-1] += 1
-                cur_atom_count_arr[-1] += 1
-            else:
-                atom_count_list[atom.GetAtomicNum()-2] += 1
-                cur_atom_count_arr[atom.GetAtomicNum()-2] += 1
-                try:
-                    valencies[int(atom.GetExplicitValence())] += 1
-                except:
-                    print('src', source_name,'int(atom.GetExplicitValence())', int(atom.GetExplicitValence()))
-        
-        tansition_E_temp = np.zeros((118, 118, 5))
-        for bond in mol.GetBonds():
-            start_atom, end_atom = bond.GetBeginAtom(), bond.GetEndAtom()
-            if start_atom.GetSymbol() == 'H' or end_atom.GetSymbol() == 'H':
-                continue
-            
-            if start_atom.GetSymbol() == '*':
-                start_index = 117
-            else:
-                start_index = start_atom.GetAtomicNum() - 2
-            if end_atom.GetSymbol() == '*':
-                end_index = 117
-            else:
-                end_index = end_atom.GetAtomicNum() - 2
-
-            bond_type = bond.GetBondType()
-            bond_index = bond_type_to_index[bond_type]
-            bond_count_list[bond_index] += 2
-
-            # Update the transition matrix
-            # The transition matrix is symmetric, so we update both directions
-            # We also update the temporary transition matrix to check for errors
-            # in the atom count
-            
-            tansition_E[start_index, end_index, bond_index] += 2
-            tansition_E[end_index, start_index, bond_index] += 2
-            tansition_E_temp[start_index, end_index, bond_index] += 2
-            tansition_E_temp[end_index, start_index, bond_index] += 2
-
-        bond_count_list[0] += n_atom * (n_atom - 1) - n_bond * 2
-        cur_tot_bond = cur_atom_count_arr.reshape(-1,1) * cur_atom_count_arr.reshape(1,-1) * 2 # 118 * 118
-        cur_tot_bond = cur_tot_bond - np.diag(cur_atom_count_arr) * 2 # 118 * 118
-        tansition_E[:, :, 0] += cur_tot_bond - tansition_E_temp.sum(axis=-1)
-        assert (cur_tot_bond > tansition_E_temp.sum(axis=-1)).sum() >= 0, f'i:{i}, sms:{sms}'
-    
-    n_atoms_per_mol = np.array(n_atoms_per_mol) / np.sum(n_atoms_per_mol)
-    n_atoms_per_mol = n_atoms_per_mol.tolist()[:51]
-
-    atom_count_list = np.array(atom_count_list) / np.sum(atom_count_list)
-    print('processed meta info: ------', filename, '------')
-    print('len atom_count_list', len(atom_count_list))
-    print('len atom_name_list', len(atom_name_list))
-    active_atoms = np.array(atom_name_list)[atom_count_list > 0]
-    active_atoms = active_atoms.tolist()
-    atom_count_list = atom_count_list.tolist()
-
-    bond_count_list = np.array(bond_count_list) / np.sum(bond_count_list)
-    bond_count_list = bond_count_list.tolist()
-    valencies = np.array(valencies) / np.sum(valencies)
-    valencies = valencies.tolist()
-
-    no_edge = np.sum(tansition_E, axis=-1) == 0
-    first_elt = tansition_E[:, :, 0]
-    first_elt[no_edge] = 1
-    tansition_E[:, :, 0] = first_elt
-
-    tansition_E = tansition_E / np.sum(tansition_E, axis=-1, keepdims=True)
-    
-    meta_dict = {
-        'source': source_name, 
-        'num_graph': len(n_atom_list), 
-        'n_atoms_per_mol_dist': n_atoms_per_mol,
-        'max_node': max(n_atom_list), 
-        'max_bond': max(n_bond_list), 
-        'atom_type_dist': atom_count_list,
-        'bond_type_dist': bond_count_list,
-        'valencies': valencies,
-        'active_atoms': active_atoms,
-        'num_atom_type': len(active_atoms),
-        'transition_E': tansition_E.tolist(),
-        }
-
-    with open(f'{root}/{source_name}.meta.json', "w") as f:
-        json.dump(meta_dict, f)
-    
-    return meta_dict
 
 if __name__ == "__main__":
     pass
\ No newline at end of file
diff --git a/graph_dit/test_nasbench.ipynb b/graph_dit/test_nasbench.ipynb
new file mode 100644
index 0000000..46fdb9c
--- /dev/null
+++ b/graph_dit/test_nasbench.ipynb
@@ -0,0 +1,47037 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "from nas_201_api import NASBench201API as API"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "api = API('./NAS-Bench-201-v1_1-096897.pth', verbose=False)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "    0/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "    1/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "    2/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "    3/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "    4/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "    5/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "    6/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "    7/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "    8/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "    9/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "   10/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "   11/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "   12/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "   13/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "   14/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "   15/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "   16/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "   17/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "   18/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "   19/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "   20/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "   21/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "   22/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "   23/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "   24/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "   25/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "   26/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "   27/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "   28/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "   29/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "   30/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "   31/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "   32/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "   33/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "   34/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "   35/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "   36/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "   37/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "   38/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "   39/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "   40/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "   41/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "   42/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "   43/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "   44/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "   45/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "   46/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "   47/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "   48/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "   49/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "   50/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "   51/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "   52/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "   53/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "   54/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "   55/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "   56/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "   57/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "   58/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "   59/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "   60/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "   61/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "   62/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "   63/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "   64/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "   65/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "   66/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "   67/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "   68/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "   69/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "   70/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "   71/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "   72/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "   73/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "   74/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "   75/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "   76/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "   77/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "   78/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "   79/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "   80/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "   81/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "   82/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "   83/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "   84/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "   85/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "   86/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "   87/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "   88/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "   89/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "   90/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "   91/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "   92/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "   93/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "   94/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "   95/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "   96/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "   97/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "   98/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "   99/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  100/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  101/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  102/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  103/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  104/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  105/15625 : |none~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  106/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  107/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  108/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  109/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  110/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  111/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  112/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  113/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  114/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "  115/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  116/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  117/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  118/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  119/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  120/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "  121/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  122/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  123/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  124/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  125/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "  126/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  127/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  128/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  129/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  130/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  131/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  132/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  133/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  134/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "  135/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  136/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  137/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  138/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  139/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  140/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  141/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  142/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  143/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  144/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  145/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  146/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "  147/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  148/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "  149/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  150/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  151/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  152/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  153/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  154/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  155/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  156/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  157/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  158/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  159/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "  160/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  161/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  162/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  163/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  164/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  165/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  166/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "  167/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  168/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  169/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  170/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  171/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  172/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  173/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  174/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "  175/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  176/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  177/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  178/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  179/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  180/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "  181/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "  182/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  183/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  184/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  185/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  186/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "  187/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "  188/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  189/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  190/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  191/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  192/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  193/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  194/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  195/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  196/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "  197/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  198/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  199/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "  200/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  201/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "  202/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  203/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  204/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  205/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  206/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  207/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  208/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  209/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  210/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  211/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  212/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "  213/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  214/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  215/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  216/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  217/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  218/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  219/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  220/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  221/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "  222/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  223/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  224/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  225/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "  226/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  227/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  228/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  229/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "  230/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  231/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  232/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  233/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  234/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  235/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "  236/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  237/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  238/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  239/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  240/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "  241/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  242/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  243/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  244/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  245/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  246/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  247/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  248/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "  249/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "  250/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  251/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  252/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  253/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "  254/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  255/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  256/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  257/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  258/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "  259/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "  260/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  261/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  262/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  263/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  264/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  265/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  266/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  267/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  268/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  269/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  270/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  271/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  272/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  273/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  274/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  275/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "  276/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  277/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  278/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "  279/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  280/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  281/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  282/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  283/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  284/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  285/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  286/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  287/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  288/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  289/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  290/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  291/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  292/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  293/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  294/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "  295/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "  296/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "  297/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  298/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  299/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  300/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  301/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  302/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  303/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "  304/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  305/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "  306/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  307/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  308/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  309/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "  310/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  311/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  312/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  313/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "  314/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  315/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "  316/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  317/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  318/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "  319/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  320/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "  321/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "  322/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  323/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  324/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  325/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  326/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  327/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  328/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  329/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  330/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  331/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "  332/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "  333/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  334/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  335/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  336/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  337/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  338/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  339/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  340/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  341/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  342/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "  343/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  344/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "  345/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "  346/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  347/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  348/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  349/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  350/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  351/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  352/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  353/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  354/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "  355/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "  356/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  357/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  358/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  359/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  360/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  361/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  362/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  363/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  364/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  365/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  366/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "  367/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  368/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  369/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  370/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  371/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  372/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  373/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  374/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "  375/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "  376/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  377/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  378/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  379/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  380/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "  381/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  382/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  383/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  384/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  385/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "  386/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  387/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  388/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "  389/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  390/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "  391/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  392/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  393/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  394/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "  395/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  396/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  397/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  398/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  399/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  400/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  401/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  402/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  403/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "  404/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  405/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  406/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  407/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "  408/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  409/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "  410/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  411/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  412/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  413/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  414/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  415/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  416/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  417/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  418/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  419/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  420/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  421/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "  422/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  423/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  424/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "  425/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  426/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "  427/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  428/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "  429/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  430/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  431/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "  432/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  433/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  434/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  435/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  436/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  437/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  438/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  439/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  440/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  441/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  442/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  443/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  444/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  445/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  446/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  447/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  448/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  449/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  450/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  451/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  452/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  453/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  454/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "  455/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  456/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  457/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  458/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  459/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  460/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "  461/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  462/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "  463/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  464/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "  465/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "  466/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  467/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  468/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  469/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  470/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  471/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  472/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  473/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  474/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "  475/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  476/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  477/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  478/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  479/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  480/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  481/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  482/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  483/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  484/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  485/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  486/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  487/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  488/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  489/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "  490/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  491/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  492/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  493/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  494/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  495/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  496/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  497/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  498/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  499/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  500/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  501/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  502/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  503/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  504/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  505/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  506/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  507/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  508/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "  509/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  510/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  511/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  512/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  513/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  514/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  515/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  516/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  517/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "  518/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  519/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  520/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  521/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  522/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "  523/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  524/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "  525/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  526/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  527/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  528/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  529/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  530/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  531/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  532/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  533/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  534/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  535/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  536/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "  537/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  538/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  539/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  540/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "  541/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  542/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  543/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  544/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "  545/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "  546/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  547/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  548/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  549/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  550/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  551/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  552/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "  553/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  554/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  555/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "  556/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  557/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  558/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  559/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  560/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  561/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "  562/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  563/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  564/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  565/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  566/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  567/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  568/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  569/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  570/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  571/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  572/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "  573/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "  574/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  575/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  576/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  577/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "  578/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "  579/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "  580/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  581/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  582/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  583/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  584/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  585/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  586/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  587/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  588/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  589/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "  590/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  591/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  592/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  593/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  594/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  595/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "  596/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  597/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  598/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  599/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  600/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  601/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  602/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  603/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  604/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  605/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  606/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  607/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  608/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  609/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  610/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "  611/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  612/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  613/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "  614/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "  615/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  616/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  617/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  618/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  619/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "  620/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  621/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  622/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  623/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  624/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  625/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  626/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  627/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  628/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  629/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  630/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  631/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  632/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  633/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  634/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  635/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  636/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "  637/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  638/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  639/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  640/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  641/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  642/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  643/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "  644/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  645/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  646/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  647/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  648/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  649/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  650/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  651/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  652/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  653/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  654/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  655/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  656/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  657/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "  658/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  659/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  660/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  661/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  662/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  663/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  664/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  665/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  666/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  667/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  668/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  669/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "  670/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  671/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  672/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  673/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  674/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  675/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  676/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  677/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  678/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  679/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "  680/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  681/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  682/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  683/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  684/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  685/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  686/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  687/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  688/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  689/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  690/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  691/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  692/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  693/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  694/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  695/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  696/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  697/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  698/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  699/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  700/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "  701/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "  702/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  703/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  704/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  705/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  706/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  707/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  708/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "  709/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  710/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "  711/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "  712/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "  713/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  714/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  715/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  716/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  717/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  718/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  719/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  720/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  721/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  722/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  723/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  724/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  725/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  726/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  727/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  728/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  729/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  730/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  731/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  732/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  733/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "  734/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  735/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  736/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  737/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  738/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  739/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "  740/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  741/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  742/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  743/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "  744/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  745/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  746/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  747/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  748/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  749/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  750/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  751/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "  752/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  753/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  754/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  755/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  756/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  757/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  758/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "  759/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  760/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  761/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  762/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  763/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  764/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  765/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  766/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  767/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  768/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "  769/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  770/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  771/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  772/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  773/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  774/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  775/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "  776/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  777/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "  778/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  779/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  780/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  781/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "  782/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  783/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  784/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "  785/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  786/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  787/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  788/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "  789/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  790/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  791/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "  792/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  793/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  794/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  795/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  796/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  797/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "  798/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "  799/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  800/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  801/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  802/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "  803/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  804/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  805/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  806/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  807/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  808/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  809/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  810/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  811/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  812/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  813/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  814/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  815/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  816/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  817/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  818/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  819/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  820/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  821/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  822/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  823/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  824/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  825/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "  826/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  827/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  828/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "  829/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  830/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  831/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  832/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  833/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  834/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  835/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  836/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  837/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "  838/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  839/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  840/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  841/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  842/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  843/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  844/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  845/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  846/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "  847/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  848/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  849/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  850/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "  851/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  852/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  853/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  854/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  855/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "  856/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  857/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  858/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  859/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  860/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  861/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  862/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  863/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  864/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  865/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  866/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "  867/15625 : |none~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "  868/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "  869/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  870/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  871/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  872/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "  873/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  874/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  875/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  876/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "  877/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  878/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  879/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "  880/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  881/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  882/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  883/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  884/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  885/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  886/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "  887/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  888/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  889/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  890/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  891/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  892/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  893/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "  894/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  895/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  896/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  897/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  898/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "  899/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "  900/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  901/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "  902/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  903/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  904/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  905/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  906/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  907/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  908/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  909/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  910/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  911/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  912/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "  913/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  914/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  915/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  916/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "  917/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  918/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  919/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  920/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  921/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "  922/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  923/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "  924/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  925/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  926/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  927/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  928/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  929/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  930/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "  931/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "  932/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  933/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "  934/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  935/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "  936/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  937/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  938/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  939/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "  940/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "  941/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "  942/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  943/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  944/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  945/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  946/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  947/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  948/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  949/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  950/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "  951/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  952/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  953/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  954/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  955/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  956/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "  957/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "  958/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "  959/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "  960/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  961/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  962/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "  963/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  964/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "  965/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  966/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "  967/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "  968/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "  969/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  970/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "  971/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  972/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "  973/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "  974/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  975/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "  976/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  977/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "  978/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "  979/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  980/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "  981/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "  982/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  983/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  984/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  985/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  986/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "  987/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "  988/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "  989/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "  990/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "  991/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "  992/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  993/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "  994/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "  995/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "  996/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "  997/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "  998/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "  999/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1000/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1001/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1002/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1003/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1004/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1005/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 1006/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1007/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1008/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1009/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1010/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1011/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1012/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 1013/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 1014/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1015/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1016/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1017/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1018/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1019/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1020/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1021/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1022/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1023/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1024/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1025/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 1026/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1027/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1028/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1029/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1030/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1031/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1032/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1033/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1034/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1035/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1036/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1037/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 1038/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 1039/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1040/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1041/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1042/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1043/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 1044/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1045/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1046/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1047/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1048/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1049/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1050/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1051/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1052/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1053/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1054/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1055/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1056/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1057/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1058/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1059/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1060/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1061/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1062/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1063/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 1064/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1065/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1066/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1067/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1068/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1069/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1070/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1071/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1072/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1073/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1074/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1075/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1076/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1077/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1078/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1079/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1080/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1081/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1082/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1083/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1084/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 1085/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1086/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1087/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1088/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1089/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1090/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1091/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1092/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1093/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1094/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1095/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 1096/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 1097/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1098/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 1099/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 1100/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1101/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1102/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1103/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1104/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1105/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1106/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1107/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1108/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1109/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1110/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1111/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1112/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1113/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1114/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1115/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1116/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1117/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1118/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1119/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1120/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1121/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1122/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1123/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1124/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1125/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1126/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1127/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1128/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1129/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1130/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 1131/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1132/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1133/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1134/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1135/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1136/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1137/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1138/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1139/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1140/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 1141/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1142/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 1143/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1144/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1145/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1146/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 1147/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 1148/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1149/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1150/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1151/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1152/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 1153/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 1154/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1155/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1156/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1157/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1158/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1159/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1160/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1161/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1162/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1163/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1164/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1165/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1166/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1167/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1168/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1169/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1170/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1171/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 1172/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1173/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1174/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1175/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1176/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1177/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1178/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1179/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 1180/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1181/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1182/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1183/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1184/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1185/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1186/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1187/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 1188/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1189/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1190/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1191/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1192/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1193/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1194/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 1195/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1196/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 1197/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1198/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1199/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 1200/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1201/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1202/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1203/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1204/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1205/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 1206/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1207/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1208/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1209/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1210/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1211/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1212/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1213/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 1214/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 1215/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 1216/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1217/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1218/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1219/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1220/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1221/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1222/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1223/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1224/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 1225/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1226/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1227/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 1228/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1229/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1230/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1231/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1232/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1233/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1234/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1235/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1236/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 1237/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1238/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1239/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1240/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1241/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1242/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 1243/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 1244/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1245/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1246/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1247/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1248/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 1249/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1250/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1251/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1252/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1253/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1254/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1255/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1256/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1257/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1258/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1259/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1260/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 1261/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1262/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1263/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1264/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1265/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1266/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1267/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1268/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1269/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1270/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1271/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1272/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1273/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 1274/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1275/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1276/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1277/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1278/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1279/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1280/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 1281/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1282/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1283/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1284/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1285/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1286/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1287/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1288/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1289/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 1290/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1291/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1292/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1293/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 1294/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1295/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1296/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1297/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1298/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1299/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1300/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1301/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1302/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1303/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1304/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 1305/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1306/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1307/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1308/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1309/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1310/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 1311/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 1312/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1313/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1314/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1315/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1316/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1317/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1318/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1319/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1320/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1321/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1322/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1323/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 1324/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 1325/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1326/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1327/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1328/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1329/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1330/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1331/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1332/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1333/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1334/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1335/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1336/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1337/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1338/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1339/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 1340/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1341/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1342/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1343/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1344/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1345/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1346/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1347/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1348/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1349/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1350/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1351/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1352/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1353/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1354/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1355/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1356/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1357/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1358/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1359/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1360/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1361/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1362/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1363/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1364/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1365/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 1366/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1367/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 1368/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 1369/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1370/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1371/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1372/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1373/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1374/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1375/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1376/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1377/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1378/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1379/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 1380/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 1381/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1382/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1383/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1384/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1385/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1386/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1387/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1388/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1389/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1390/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1391/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1392/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1393/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1394/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1395/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 1396/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1397/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1398/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1399/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1400/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1401/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1402/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1403/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1404/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1405/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1406/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1407/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 1408/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 1409/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1410/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1411/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1412/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 1413/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 1414/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1415/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1416/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1417/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1418/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1419/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1420/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1421/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1422/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1423/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1424/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1425/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 1426/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1427/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1428/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1429/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1430/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1431/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1432/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1433/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1434/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1435/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1436/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1437/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1438/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1439/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1440/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1441/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1442/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 1443/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1444/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1445/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 1446/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1447/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1448/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1449/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1450/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1451/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1452/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1453/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1454/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1455/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1456/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1457/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1458/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1459/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1460/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1461/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1462/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1463/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1464/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1465/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1466/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1467/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1468/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 1469/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1470/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1471/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 1472/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1473/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1474/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1475/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1476/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1477/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1478/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1479/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1480/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1481/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1482/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1483/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1484/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 1485/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 1486/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1487/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1488/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1489/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1490/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1491/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1492/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1493/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1494/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1495/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1496/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1497/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1498/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1499/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1500/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 1501/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 1502/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1503/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1504/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 1505/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1506/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1507/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1508/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1509/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 1510/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 1511/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1512/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1513/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1514/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1515/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1516/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1517/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 1518/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1519/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1520/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1521/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1522/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 1523/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1524/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1525/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1526/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1527/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1528/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1529/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1530/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1531/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1532/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1533/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1534/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1535/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1536/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1537/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1538/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1539/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1540/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1541/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1542/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1543/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1544/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1545/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1546/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1547/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 1548/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1549/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1550/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1551/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1552/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1553/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 1554/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1555/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1556/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1557/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1558/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1559/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1560/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1561/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1562/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 1563/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1564/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 1565/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1566/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1567/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1568/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1569/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1570/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1571/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1572/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1573/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1574/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 1575/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1576/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1577/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1578/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1579/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1580/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1581/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1582/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1583/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1584/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1585/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1586/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1587/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1588/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1589/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1590/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1591/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1592/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1593/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 1594/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1595/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 1596/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1597/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1598/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1599/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 1600/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1601/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1602/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1603/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1604/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1605/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 1606/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1607/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1608/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1609/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1610/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1611/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1612/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1613/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1614/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1615/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1616/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1617/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1618/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 1619/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1620/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1621/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1622/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1623/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1624/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1625/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1626/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1627/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1628/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1629/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1630/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1631/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1632/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1633/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1634/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 1635/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1636/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1637/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 1638/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1639/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1640/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1641/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1642/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1643/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1644/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1645/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1646/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1647/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1648/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1649/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1650/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1651/15625 : |none~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      " 1652/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1653/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1654/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1655/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1656/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1657/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1658/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 1659/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 1660/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1661/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 1662/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1663/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1664/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1665/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1666/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1667/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1668/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1669/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1670/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1671/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1672/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1673/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1674/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1675/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 1676/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1677/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1678/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1679/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1680/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1681/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1682/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1683/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1684/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 1685/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1686/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1687/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1688/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1689/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1690/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1691/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1692/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1693/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1694/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1695/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1696/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1697/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1698/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1699/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1700/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1701/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1702/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1703/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1704/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1705/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1706/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1707/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1708/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1709/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 1710/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1711/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1712/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1713/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 1714/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1715/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1716/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1717/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1718/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1719/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 1720/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1721/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1722/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 1723/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1724/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1725/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1726/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1727/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1728/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 1729/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1730/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1731/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1732/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1733/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 1734/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1735/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1736/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1737/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1738/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1739/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1740/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1741/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1742/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 1743/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1744/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1745/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1746/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1747/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1748/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1749/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1750/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1751/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1752/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1753/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1754/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1755/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 1756/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1757/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 1758/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1759/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1760/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1761/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1762/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1763/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 1764/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1765/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1766/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1767/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1768/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1769/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1770/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1771/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 1772/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1773/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1774/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 1775/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1776/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1777/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1778/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1779/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1780/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1781/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 1782/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1783/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1784/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1785/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1786/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1787/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1788/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1789/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 1790/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1791/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1792/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1793/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1794/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1795/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1796/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1797/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1798/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1799/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1800/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1801/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1802/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1803/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 1804/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 1805/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 1806/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1807/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1808/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1809/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1810/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1811/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1812/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1813/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1814/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1815/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 1816/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1817/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1818/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1819/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1820/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1821/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1822/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1823/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1824/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1825/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1826/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1827/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 1828/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1829/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1830/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1831/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1832/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1833/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1834/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1835/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1836/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1837/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 1838/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 1839/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1840/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1841/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1842/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1843/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1844/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1845/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 1846/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1847/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1848/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1849/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1850/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1851/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 1852/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 1853/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1854/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 1855/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 1856/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1857/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1858/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1859/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1860/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 1861/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1862/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1863/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1864/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1865/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1866/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1867/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 1868/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1869/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1870/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1871/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1872/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1873/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 1874/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1875/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1876/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 1877/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1878/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1879/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 1880/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1881/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1882/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1883/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 1884/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1885/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1886/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1887/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1888/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1889/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1890/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1891/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1892/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1893/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1894/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 1895/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 1896/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1897/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1898/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1899/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1900/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1901/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1902/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1903/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1904/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1905/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1906/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1907/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1908/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1909/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 1910/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1911/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 1912/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 1913/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1914/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 1915/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1916/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1917/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 1918/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 1919/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1920/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1921/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1922/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1923/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 1924/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 1925/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1926/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1927/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1928/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1929/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1930/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1931/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1932/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1933/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 1934/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1935/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1936/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1937/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1938/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1939/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1940/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1941/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1942/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1943/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 1944/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 1945/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1946/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1947/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1948/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1949/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1950/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 1951/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1952/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 1953/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 1954/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1955/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1956/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1957/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1958/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1959/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1960/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 1961/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1962/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 1963/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1964/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 1965/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 1966/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 1967/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1968/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1969/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 1970/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 1971/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1972/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1973/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 1974/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1975/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 1976/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 1977/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 1978/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1979/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 1980/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 1981/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 1982/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 1983/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 1984/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 1985/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1986/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1987/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1988/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1989/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1990/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 1991/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1992/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 1993/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 1994/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 1995/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 1996/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 1997/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 1998/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 1999/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 2000/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2001/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2002/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 2003/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2004/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2005/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2006/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2007/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2008/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2009/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2010/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2011/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2012/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2013/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2014/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2015/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 2016/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2017/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2018/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2019/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2020/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2021/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 2022/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2023/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2024/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2025/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2026/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2027/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2028/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2029/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2030/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2031/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2032/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2033/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2034/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2035/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2036/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2037/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2038/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2039/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2040/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 2041/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2042/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2043/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2044/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2045/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2046/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2047/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2048/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2049/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2050/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 2051/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 2052/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2053/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2054/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2055/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2056/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2057/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2058/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2059/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2060/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2061/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2062/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2063/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 2064/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2065/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2066/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2067/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2068/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2069/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2070/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2071/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2072/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2073/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2074/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2075/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2076/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 2077/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2078/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2079/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2080/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 2081/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2082/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2083/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2084/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2085/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2086/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2087/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2088/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2089/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 2090/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 2091/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2092/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2093/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 2094/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2095/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2096/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2097/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2098/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2099/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2100/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2101/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 2102/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2103/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2104/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2105/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2106/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2107/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2108/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2109/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2110/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2111/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2112/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2113/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2114/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2115/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2116/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2117/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2118/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2119/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2120/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2121/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2122/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2123/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2124/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 2125/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2126/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2127/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2128/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2129/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2130/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 2131/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2132/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2133/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2134/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2135/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 2136/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2137/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2138/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2139/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2140/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2141/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2142/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2143/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2144/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2145/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2146/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2147/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2148/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 2149/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2150/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2151/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2152/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2153/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2154/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2155/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2156/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 2157/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2158/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2159/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2160/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2161/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2162/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2163/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2164/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2165/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2166/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2167/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2168/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2169/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2170/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2171/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2172/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2173/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2174/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2175/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 2176/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2177/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2178/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 2179/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2180/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2181/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2182/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 2183/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2184/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2185/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2186/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 2187/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2188/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2189/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2190/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2191/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2192/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2193/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2194/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2195/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2196/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2197/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2198/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2199/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2200/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2201/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2202/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2203/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2204/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2205/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2206/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2207/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2208/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2209/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2210/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2211/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2212/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2213/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 2214/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2215/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2216/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2217/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 2218/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2219/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2220/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2221/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2222/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 2223/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 2224/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2225/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2226/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2227/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2228/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2229/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2230/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2231/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2232/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2233/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 2234/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 2235/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2236/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2237/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2238/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2239/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2240/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2241/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2242/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2243/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 2244/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 2245/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2246/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2247/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2248/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2249/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2250/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2251/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2252/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2253/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2254/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2255/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2256/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2257/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2258/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2259/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2260/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2261/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2262/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2263/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2264/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2265/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2266/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2267/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2268/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2269/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2270/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2271/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2272/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2273/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2274/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2275/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2276/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 2277/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2278/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2279/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2280/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2281/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2282/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 2283/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2284/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2285/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 2286/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 2287/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2288/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2289/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2290/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2291/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2292/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2293/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 2294/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2295/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2296/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2297/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2298/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2299/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 2300/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2301/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2302/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2303/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2304/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 2305/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2306/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2307/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2308/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2309/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 2310/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2311/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 2312/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 2313/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2314/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2315/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2316/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2317/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2318/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2319/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2320/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2321/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2322/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2323/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2324/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2325/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2326/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2327/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2328/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 2329/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2330/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2331/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2332/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2333/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2334/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2335/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2336/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 2337/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2338/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2339/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2340/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 2341/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2342/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2343/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2344/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2345/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 2346/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2347/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2348/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2349/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2350/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2351/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2352/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2353/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2354/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2355/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2356/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2357/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2358/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2359/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2360/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2361/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2362/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2363/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2364/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2365/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 2366/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2367/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2368/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2369/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 2370/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2371/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2372/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2373/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2374/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2375/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2376/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2377/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2378/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2379/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2380/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2381/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2382/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 2383/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2384/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      " 2385/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 2386/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2387/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2388/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2389/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2390/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2391/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2392/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2393/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2394/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2395/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2396/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2397/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2398/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2399/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 2400/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2401/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2402/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2403/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2404/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2405/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 2406/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2407/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2408/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 2409/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2410/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2411/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 2412/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2413/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2414/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 2415/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2416/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 2417/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2418/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 2419/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2420/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 2421/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2422/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2423/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2424/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2425/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2426/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2427/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2428/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2429/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2430/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2431/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 2432/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2433/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2434/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2435/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 2436/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2437/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2438/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2439/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2440/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2441/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2442/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2443/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 2444/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2445/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2446/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2447/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 2448/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2449/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2450/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 2451/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2452/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2453/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2454/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2455/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2456/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2457/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2458/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2459/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2460/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2461/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2462/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2463/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2464/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2465/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2466/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2467/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2468/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2469/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2470/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2471/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 2472/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2473/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2474/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2475/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2476/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2477/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2478/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2479/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2480/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2481/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 2482/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2483/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2484/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2485/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 2486/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2487/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2488/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2489/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2490/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 2491/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2492/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2493/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 2494/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 2495/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2496/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2497/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2498/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2499/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2500/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2501/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2502/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2503/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2504/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 2505/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2506/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 2507/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2508/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2509/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 2510/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2511/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2512/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 2513/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2514/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2515/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2516/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2517/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2518/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 2519/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2520/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 2521/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2522/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2523/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2524/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 2525/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2526/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2527/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 2528/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2529/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2530/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2531/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2532/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2533/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2534/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 2535/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2536/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 2537/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2538/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2539/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2540/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2541/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2542/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 2543/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2544/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2545/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2546/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2547/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2548/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2549/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2550/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2551/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 2552/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2553/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2554/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2555/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 2556/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2557/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2558/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2559/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 2560/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 2561/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2562/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2563/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2564/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2565/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 2566/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2567/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 2568/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2569/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2570/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2571/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2572/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 2573/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2574/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2575/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 2576/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2577/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2578/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2579/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2580/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2581/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2582/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2583/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2584/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2585/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2586/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 2587/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2588/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 2589/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2590/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2591/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2592/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2593/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 2594/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2595/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2596/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2597/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2598/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2599/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2600/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2601/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2602/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2603/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2604/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2605/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2606/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 2607/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2608/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 2609/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2610/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2611/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2612/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2613/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2614/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2615/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 2616/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2617/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2618/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 2619/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2620/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2621/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 2622/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2623/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2624/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2625/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2626/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2627/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2628/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2629/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2630/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2631/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2632/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2633/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2634/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2635/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2636/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2637/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2638/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2639/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2640/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2641/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2642/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2643/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2644/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2645/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2646/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2647/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2648/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2649/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 2650/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2651/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2652/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2653/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2654/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2655/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2656/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 2657/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2658/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2659/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2660/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2661/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2662/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2663/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2664/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2665/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2666/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2667/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2668/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2669/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2670/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2671/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2672/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2673/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2674/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2675/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2676/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2677/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2678/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2679/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2680/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2681/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2682/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2683/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2684/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2685/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 2686/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2687/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2688/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2689/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2690/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2691/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2692/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2693/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2694/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2695/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 2696/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 2697/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2698/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2699/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2700/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2701/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2702/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 2703/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2704/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2705/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 2706/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2707/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2708/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2709/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2710/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2711/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2712/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2713/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2714/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2715/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2716/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2717/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2718/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2719/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2720/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2721/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2722/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2723/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2724/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2725/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2726/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2727/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2728/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2729/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 2730/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 2731/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2732/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2733/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2734/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2735/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2736/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2737/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2738/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2739/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2740/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 2741/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2742/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2743/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2744/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2745/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2746/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2747/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 2748/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2749/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2750/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2751/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2752/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2753/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2754/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2755/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2756/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 2757/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2758/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2759/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2760/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2761/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 2762/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2763/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 2764/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2765/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2766/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2767/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2768/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2769/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2770/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2771/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2772/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2773/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2774/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2775/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2776/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2777/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2778/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2779/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2780/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2781/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2782/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2783/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2784/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2785/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2786/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2787/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2788/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2789/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2790/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 2791/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2792/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2793/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2794/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2795/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2796/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 2797/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2798/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2799/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2800/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2801/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2802/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2803/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2804/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2805/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 2806/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2807/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2808/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2809/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2810/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2811/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2812/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 2813/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2814/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2815/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2816/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2817/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2818/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2819/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2820/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2821/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2822/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2823/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2824/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2825/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 2826/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2827/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2828/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2829/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 2830/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2831/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2832/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2833/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2834/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2835/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2836/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2837/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2838/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2839/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 2840/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2841/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2842/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2843/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2844/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2845/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2846/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2847/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2848/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2849/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2850/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2851/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 2852/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2853/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2854/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2855/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2856/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2857/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 2858/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 2859/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 2860/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2861/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2862/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2863/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2864/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2865/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2866/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2867/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 2868/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2869/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2870/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2871/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2872/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 2873/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2874/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2875/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2876/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2877/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2878/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2879/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2880/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2881/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2882/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2883/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2884/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2885/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2886/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2887/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2888/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2889/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2890/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2891/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2892/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 2893/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2894/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 2895/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2896/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2897/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2898/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2899/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2900/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2901/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2902/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 2903/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2904/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2905/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 2906/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2907/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2908/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 2909/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2910/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2911/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2912/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2913/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2914/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2915/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2916/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2917/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2918/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 2919/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2920/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2921/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2922/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2923/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 2924/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 2925/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2926/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2927/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2928/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 2929/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 2930/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2931/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2932/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2933/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2934/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2935/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 2936/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2937/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 2938/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2939/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2940/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2941/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2942/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 2943/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2944/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2945/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2946/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2947/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 2948/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2949/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 2950/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 2951/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2952/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2953/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2954/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2955/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 2956/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 2957/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 2958/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2959/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 2960/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2961/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 2962/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 2963/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2964/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2965/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 2966/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2967/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2968/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 2969/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 2970/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 2971/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 2972/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2973/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2974/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2975/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2976/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2977/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 2978/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 2979/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 2980/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2981/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 2982/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2983/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2984/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 2985/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 2986/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 2987/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2988/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2989/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 2990/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2991/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2992/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2993/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 2994/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 2995/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 2996/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 2997/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 2998/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 2999/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3000/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3001/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3002/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3003/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3004/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3005/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3006/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3007/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3008/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3009/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3010/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 3011/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 3012/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3013/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3014/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3015/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 3016/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3017/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3018/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3019/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3020/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 3021/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3022/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 3023/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 3024/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3025/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3026/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3027/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3028/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3029/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3030/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3031/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3032/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 3033/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3034/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3035/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3036/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3037/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3038/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3039/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3040/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3041/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3042/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3043/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3044/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3045/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3046/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3047/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3048/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3049/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3050/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3051/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3052/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3053/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3054/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3055/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3056/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3057/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3058/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3059/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3060/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3061/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3062/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3063/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3064/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3065/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 3066/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3067/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3068/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3069/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3070/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3071/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3072/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3073/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3074/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3075/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3076/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 3077/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3078/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3079/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3080/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3081/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3082/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3083/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3084/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3085/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3086/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3087/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3088/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3089/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3090/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3091/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3092/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3093/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3094/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3095/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 3096/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3097/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3098/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3099/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3100/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3101/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3102/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3103/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3104/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3105/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 3106/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3107/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3108/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 3109/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3110/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3111/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3112/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 3113/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3114/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3115/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3116/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3117/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3118/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3119/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3120/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3121/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 3122/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 3123/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3124/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3125/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 3126/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3127/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3128/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3129/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3130/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3131/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3132/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3133/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3134/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3135/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3136/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3137/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3138/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3139/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3140/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3141/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3142/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3143/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3144/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3145/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 3146/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3147/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3148/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3149/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3150/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 3151/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3152/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3153/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3154/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3155/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3156/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3157/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 3158/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3159/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3160/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3161/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3162/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3163/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3164/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3165/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3166/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3167/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3168/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3169/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3170/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3171/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3172/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3173/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3174/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3175/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3176/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 3177/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 3178/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 3179/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3180/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3181/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3182/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3183/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 3184/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3185/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3186/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3187/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3188/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3189/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 3190/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 3191/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3192/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3193/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3194/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3195/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3196/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3197/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3198/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3199/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3200/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3201/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3202/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3203/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3204/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3205/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3206/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3207/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3208/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3209/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3210/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3211/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3212/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3213/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 3214/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3215/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3216/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3217/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3218/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 3219/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3220/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3221/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3222/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 3223/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3224/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3225/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3226/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3227/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3228/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3229/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3230/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 3231/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3232/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3233/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3234/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3235/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3236/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3237/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3238/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3239/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3240/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3241/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3242/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3243/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3244/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3245/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3246/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3247/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3248/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3249/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3250/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3251/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3252/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3253/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3254/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3255/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 3256/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3257/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3258/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 3259/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3260/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3261/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3262/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3263/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3264/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3265/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3266/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3267/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3268/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3269/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3270/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3271/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 3272/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3273/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3274/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 3275/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3276/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3277/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3278/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3279/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3280/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3281/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3282/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3283/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 3284/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3285/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3286/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3287/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3288/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3289/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3290/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 3291/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3292/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3293/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3294/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 3295/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3296/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3297/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3298/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3299/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3300/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3301/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3302/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3303/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3304/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3305/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3306/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 3307/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3308/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3309/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3310/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3311/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3312/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3313/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3314/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3315/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 3316/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3317/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3318/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3319/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3320/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3321/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3322/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 3323/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3324/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3325/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3326/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3327/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3328/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3329/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3330/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3331/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3332/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3333/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3334/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3335/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3336/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3337/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3338/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 3339/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 3340/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3341/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3342/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3343/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 3344/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3345/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3346/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3347/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3348/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3349/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3350/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3351/15625 : |none~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3352/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3353/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3354/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3355/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3356/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3357/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3358/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3359/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3360/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3361/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3362/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3363/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3364/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3365/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3366/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3367/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3368/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3369/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 3370/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3371/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3372/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 3373/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 3374/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3375/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3376/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3377/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3378/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3379/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 3380/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3381/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3382/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3383/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3384/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3385/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3386/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3387/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3388/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3389/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3390/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3391/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3392/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3393/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 3394/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3395/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3396/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3397/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3398/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 3399/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3400/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3401/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3402/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3403/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3404/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3405/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3406/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 3407/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3408/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3409/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3410/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3411/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3412/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3413/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3414/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3415/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3416/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3417/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3418/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3419/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 3420/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 3421/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3422/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3423/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3424/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3425/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3426/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3427/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3428/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3429/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 3430/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3431/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3432/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3433/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3434/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3435/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3436/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3437/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3438/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3439/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3440/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3441/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3442/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3443/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3444/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 3445/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3446/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3447/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3448/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3449/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 3450/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3451/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3452/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3453/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3454/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3455/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3456/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3457/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3458/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3459/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 3460/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3461/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3462/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3463/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 3464/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3465/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3466/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3467/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3468/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3469/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3470/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3471/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3472/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3473/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 3474/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 3475/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3476/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3477/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3478/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3479/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3480/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 3481/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 3482/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3483/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3484/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3485/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3486/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3487/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3488/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 3489/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 3490/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3491/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3492/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3493/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3494/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3495/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3496/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3497/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3498/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3499/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3500/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3501/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3502/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3503/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3504/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3505/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 3506/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3507/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3508/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 3509/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3510/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3511/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 3512/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3513/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 3514/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3515/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3516/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3517/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3518/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3519/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3520/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 3521/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3522/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3523/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3524/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3525/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3526/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 3527/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3528/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3529/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 3530/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3531/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3532/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 3533/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3534/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3535/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3536/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3537/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3538/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3539/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3540/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 3541/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3542/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3543/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3544/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3545/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3546/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3547/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3548/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3549/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 3550/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3551/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3552/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3553/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3554/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3555/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3556/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3557/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3558/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3559/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3560/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3561/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3562/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3563/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3564/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 3565/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3566/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3567/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3568/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3569/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3570/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3571/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 3572/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3573/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3574/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3575/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3576/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3577/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3578/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3579/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3580/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3581/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3582/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3583/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3584/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3585/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3586/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3587/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3588/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3589/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3590/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3591/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3592/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3593/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 3594/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3595/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3596/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3597/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3598/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 3599/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3600/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3601/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 3602/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 3603/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 3604/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3605/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3606/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3607/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3608/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3609/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3610/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3611/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3612/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3613/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3614/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3615/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3616/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3617/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3618/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3619/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3620/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3621/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3622/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3623/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3624/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3625/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3626/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3627/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3628/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3629/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3630/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3631/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3632/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3633/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 3634/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3635/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3636/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3637/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3638/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3639/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3640/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3641/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3642/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3643/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3644/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3645/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3646/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3647/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3648/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3649/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 3650/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 3651/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3652/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3653/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3654/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3655/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3656/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3657/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3658/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3659/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3660/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3661/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3662/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3663/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3664/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3665/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 3666/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3667/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3668/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3669/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3670/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3671/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3672/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3673/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3674/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3675/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3676/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3677/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3678/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 3679/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3680/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3681/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3682/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3683/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3684/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3685/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 3686/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 3687/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 3688/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3689/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3690/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3691/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3692/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3693/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3694/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3695/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3696/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3697/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3698/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3699/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3700/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3701/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3702/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3703/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3704/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 3705/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3706/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3707/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3708/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3709/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3710/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3711/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3712/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3713/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 3714/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 3715/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3716/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3717/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3718/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3719/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3720/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3721/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3722/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3723/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3724/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 3725/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3726/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3727/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3728/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 3729/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3730/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3731/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3732/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3733/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3734/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3735/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3736/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3737/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3738/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3739/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3740/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3741/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3742/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 3743/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3744/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3745/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 3746/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3747/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3748/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3749/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3750/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3751/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3752/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3753/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3754/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3755/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3756/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3757/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3758/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3759/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3760/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3761/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3762/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3763/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3764/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3765/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3766/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 3767/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3768/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3769/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3770/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 3771/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3772/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3773/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3774/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3775/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3776/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3777/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3778/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3779/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3780/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3781/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3782/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 3783/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3784/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3785/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3786/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3787/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3788/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3789/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3790/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3791/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3792/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3793/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 3794/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3795/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3796/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3797/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 3798/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3799/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3800/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3801/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3802/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3803/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3804/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3805/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3806/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3807/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3808/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3809/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3810/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3811/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3812/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3813/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3814/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3815/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3816/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 3817/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3818/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3819/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3820/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3821/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3822/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3823/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3824/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3825/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3826/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3827/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3828/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3829/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3830/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 3831/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3832/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3833/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3834/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3835/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3836/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3837/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3838/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3839/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3840/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 3841/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3842/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3843/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3844/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3845/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3846/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3847/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 3848/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 3849/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3850/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3851/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3852/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3853/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 3854/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3855/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3856/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3857/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3858/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3859/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 3860/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 3861/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3862/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3863/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3864/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3865/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3866/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3867/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3868/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3869/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3870/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3871/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3872/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 3873/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3874/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3875/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3876/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3877/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3878/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3879/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3880/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3881/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 3882/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3883/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 3884/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3885/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3886/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 3887/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 3888/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3889/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3890/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3891/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3892/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3893/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3894/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3895/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3896/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3897/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 3898/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 3899/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3900/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 3901/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 3902/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3903/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3904/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3905/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3906/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3907/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3908/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3909/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3910/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 3911/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3912/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3913/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3914/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3915/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 3916/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 3917/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3918/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 3919/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3920/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3921/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 3922/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3923/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3924/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 3925/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 3926/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 3927/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3928/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3929/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3930/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3931/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3932/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 3933/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3934/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3935/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3936/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3937/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 3938/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3939/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3940/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3941/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 3942/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3943/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 3944/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3945/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3946/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3947/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 3948/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 3949/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 3950/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 3951/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3952/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3953/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3954/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3955/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 3956/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 3957/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3958/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 3959/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3960/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 3961/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 3962/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 3963/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 3964/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3965/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 3966/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3967/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3968/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3969/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 3970/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3971/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 3972/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 3973/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 3974/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3975/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 3976/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3977/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3978/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 3979/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3980/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 3981/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3982/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3983/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 3984/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 3985/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 3986/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 3987/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 3988/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3989/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 3990/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 3991/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 3992/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 3993/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 3994/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 3995/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 3996/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 3997/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 3998/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 3999/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4000/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4001/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4002/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4003/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4004/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4005/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4006/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4007/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4008/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4009/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4010/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 4011/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4012/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4013/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4014/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 4015/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4016/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4017/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4018/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4019/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4020/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4021/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 4022/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4023/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4024/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4025/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4026/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4027/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4028/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4029/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4030/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4031/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 4032/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4033/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 4034/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4035/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4036/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 4037/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4038/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4039/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 4040/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4041/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4042/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4043/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4044/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4045/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 4046/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4047/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4048/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 4049/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 4050/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4051/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4052/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4053/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4054/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 4055/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4056/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4057/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4058/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4059/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4060/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4061/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4062/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4063/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4064/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 4065/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4066/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4067/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4068/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4069/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4070/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 4071/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 4072/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4073/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 4074/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4075/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4076/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4077/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4078/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 4079/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4080/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4081/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4082/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4083/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4084/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4085/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4086/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 4087/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 4088/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4089/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4090/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4091/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4092/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4093/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4094/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4095/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4096/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4097/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 4098/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 4099/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4100/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4101/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4102/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 4103/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4104/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4105/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4106/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4107/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4108/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4109/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4110/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 4111/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4112/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 4113/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 4114/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4115/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4116/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 4117/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4118/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 4119/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4120/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 4121/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4122/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4123/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4124/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4125/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4126/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4127/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4128/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4129/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4130/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 4131/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4132/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4133/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4134/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4135/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4136/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4137/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4138/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4139/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 4140/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 4141/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4142/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4143/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4144/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4145/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4146/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4147/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4148/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4149/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4150/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4151/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4152/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 4153/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 4154/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4155/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4156/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 4157/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4158/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4159/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4160/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4161/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4162/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4163/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4164/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4165/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4166/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4167/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4168/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4169/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4170/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 4171/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4172/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 4173/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4174/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4175/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 4176/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4177/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 4178/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4179/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4180/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4181/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4182/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4183/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4184/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4185/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4186/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4187/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4188/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 4189/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4190/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4191/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4192/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4193/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4194/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4195/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4196/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4197/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4198/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4199/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4200/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 4201/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4202/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4203/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4204/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4205/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4206/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 4207/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4208/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4209/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4210/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4211/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4212/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4213/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4214/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4215/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 4216/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4217/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4218/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4219/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 4220/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4221/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4222/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4223/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4224/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4225/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4226/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4227/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 4228/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4229/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4230/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4231/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4232/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4233/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4234/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4235/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4236/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 4237/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4238/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4239/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4240/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 4241/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4242/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4243/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4244/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4245/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4246/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4247/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4248/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4249/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4250/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4251/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4252/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4253/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4254/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4255/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 4256/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 4257/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4258/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4259/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4260/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4261/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4262/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4263/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4264/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4265/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4266/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4267/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4268/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4269/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4270/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 4271/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4272/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4273/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 4274/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 4275/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4276/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4277/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4278/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4279/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4280/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 4281/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4282/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4283/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 4284/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4285/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4286/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4287/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4288/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4289/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4290/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4291/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4292/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 4293/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 4294/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4295/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4296/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4297/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 4298/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4299/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4300/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4301/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4302/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4303/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4304/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4305/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4306/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4307/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4308/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4309/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4310/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4311/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4312/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4313/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4314/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4315/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 4316/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 4317/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4318/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4319/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4320/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4321/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 4322/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4323/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4324/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4325/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4326/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4327/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4328/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4329/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4330/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 4331/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4332/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4333/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4334/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4335/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4336/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4337/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4338/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 4339/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4340/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4341/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4342/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 4343/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4344/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4345/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4346/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4347/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4348/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4349/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4350/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4351/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4352/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4353/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4354/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 4355/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4356/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4357/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4358/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4359/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4360/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4361/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4362/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4363/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4364/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 4365/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4366/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4367/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4368/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 4369/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4370/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4371/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4372/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4373/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4374/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4375/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4376/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4377/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4378/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 4379/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4380/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4381/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4382/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4383/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4384/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 4385/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4386/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4387/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4388/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4389/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4390/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4391/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4392/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4393/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4394/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4395/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4396/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4397/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4398/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4399/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4400/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4401/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4402/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4403/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4404/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4405/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4406/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4407/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4408/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 4409/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4410/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4411/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4412/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4413/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4414/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4415/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4416/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4417/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4418/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4419/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4420/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4421/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4422/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4423/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4424/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4425/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 4426/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4427/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4428/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4429/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4430/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4431/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4432/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 4433/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4434/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4435/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4436/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4437/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4438/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 4439/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4440/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4441/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4442/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4443/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4444/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4445/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4446/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4447/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4448/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4449/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4450/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4451/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4452/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4453/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4454/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4455/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4456/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4457/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4458/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4459/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4460/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4461/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 4462/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4463/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4464/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4465/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4466/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4467/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4468/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 4469/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4470/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4471/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4472/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 4473/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 4474/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4475/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4476/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 4477/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4478/15625 : |none~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4479/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4480/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4481/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 4482/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4483/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4484/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 4485/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4486/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4487/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4488/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 4489/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4490/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4491/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4492/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 4493/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4494/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4495/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4496/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4497/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4498/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4499/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4500/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4501/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4502/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4503/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4504/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4505/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4506/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4507/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4508/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 4509/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4510/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4511/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4512/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4513/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4514/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4515/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4516/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4517/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4518/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4519/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4520/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4521/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4522/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4523/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4524/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 4525/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 4526/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4527/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4528/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4529/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4530/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 4531/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4532/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4533/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4534/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 4535/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4536/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4537/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4538/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4539/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4540/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4541/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4542/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4543/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4544/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4545/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4546/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4547/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4548/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 4549/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4550/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4551/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4552/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 4553/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4554/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4555/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4556/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4557/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4558/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 4559/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4560/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4561/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4562/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4563/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4564/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4565/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 4566/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 4567/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4568/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4569/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4570/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 4571/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4572/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4573/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4574/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4575/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4576/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4577/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4578/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4579/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4580/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4581/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4582/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4583/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4584/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4585/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4586/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4587/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4588/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4589/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4590/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4591/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4592/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4593/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4594/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 4595/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4596/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4597/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4598/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4599/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4600/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4601/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4602/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4603/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4604/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4605/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4606/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 4607/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4608/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4609/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4610/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4611/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4612/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4613/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4614/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4615/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4616/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4617/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4618/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4619/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 4620/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4621/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4622/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4623/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4624/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4625/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 4626/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4627/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4628/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4629/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4630/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4631/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4632/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4633/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4634/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4635/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4636/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4637/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4638/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4639/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4640/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4641/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4642/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 4643/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4644/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4645/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4646/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4647/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4648/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4649/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4650/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4651/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4652/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4653/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4654/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4655/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4656/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4657/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 4658/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4659/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4660/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4661/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4662/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4663/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4664/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4665/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4666/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 4667/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4668/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4669/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4670/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4671/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4672/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4673/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 4674/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4675/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4676/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 4677/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4678/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4679/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 4680/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 4681/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4682/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4683/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4684/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4685/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4686/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4687/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4688/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 4689/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4690/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4691/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 4692/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4693/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4694/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4695/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4696/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4697/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4698/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4699/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4700/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4701/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4702/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4703/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4704/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 4705/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4706/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4707/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4708/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4709/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4710/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4711/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4712/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4713/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4714/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 4715/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4716/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4717/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4718/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 4719/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4720/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 4721/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4722/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 4723/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 4724/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4725/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4726/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4727/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4728/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4729/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4730/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4731/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4732/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4733/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 4734/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4735/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4736/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 4737/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4738/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4739/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4740/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4741/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 4742/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4743/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4744/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4745/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4746/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4747/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4748/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4749/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4750/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4751/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4752/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4753/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4754/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 4755/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4756/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4757/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4758/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4759/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4760/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4761/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 4762/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4763/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4764/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4765/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4766/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4767/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4768/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 4769/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4770/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4771/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 4772/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4773/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4774/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4775/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 4776/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4777/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 4778/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4779/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4780/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4781/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4782/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4783/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 4784/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4785/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4786/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4787/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4788/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4789/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4790/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4791/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4792/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 4793/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4794/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4795/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4796/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4797/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4798/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4799/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4800/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 4801/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4802/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4803/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4804/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4805/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 4806/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4807/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4808/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4809/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4810/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4811/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 4812/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4813/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4814/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4815/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 4816/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4817/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      " 4818/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4819/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4820/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4821/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4822/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4823/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4824/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4825/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4826/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 4827/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4828/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4829/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 4830/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 4831/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4832/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4833/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4834/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4835/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4836/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4837/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4838/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 4839/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4840/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4841/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4842/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4843/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4844/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4845/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4846/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4847/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4848/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4849/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 4850/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4851/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4852/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4853/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4854/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4855/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4856/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4857/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 4858/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4859/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 4860/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4861/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4862/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 4863/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 4864/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4865/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4866/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4867/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4868/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4869/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4870/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4871/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4872/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 4873/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 4874/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 4875/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4876/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4877/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 4878/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 4879/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4880/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4881/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4882/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4883/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4884/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 4885/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4886/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4887/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4888/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4889/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4890/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4891/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 4892/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4893/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4894/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 4895/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4896/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4897/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4898/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4899/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4900/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4901/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4902/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4903/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4904/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4905/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4906/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4907/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4908/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4909/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4910/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4911/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4912/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4913/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4914/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4915/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4916/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4917/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4918/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4919/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 4920/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 4921/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 4922/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 4923/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 4924/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4925/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 4926/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4927/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4928/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4929/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4930/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4931/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4932/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4933/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4934/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4935/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4936/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4937/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4938/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 4939/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 4940/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4941/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4942/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4943/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4944/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4945/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4946/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 4947/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4948/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 4949/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 4950/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 4951/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4952/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4953/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4954/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4955/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 4956/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 4957/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4958/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 4959/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4960/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 4961/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4962/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 4963/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 4964/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 4965/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4966/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 4967/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4968/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4969/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4970/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4971/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 4972/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4973/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4974/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 4975/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 4976/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 4977/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 4978/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4979/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 4980/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 4981/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4982/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 4983/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 4984/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 4985/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 4986/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4987/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 4988/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 4989/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 4990/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 4991/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 4992/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 4993/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4994/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 4995/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 4996/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 4997/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 4998/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 4999/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5000/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5001/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5002/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5003/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5004/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5005/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5006/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5007/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5008/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5009/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5010/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 5011/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5012/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5013/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5014/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5015/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5016/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 5017/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5018/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5019/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 5020/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5021/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5022/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5023/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5024/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5025/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5026/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5027/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5028/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5029/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5030/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5031/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5032/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5033/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5034/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 5035/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5036/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5037/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5038/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5039/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 5040/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5041/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5042/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5043/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5044/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5045/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5046/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5047/15625 : |none~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5048/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 5049/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5050/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5051/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5052/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5053/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5054/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 5055/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5056/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 5057/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5058/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5059/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5060/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5061/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5062/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5063/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 5064/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5065/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 5066/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5067/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5068/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5069/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5070/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5071/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5072/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5073/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5074/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5075/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5076/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5077/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5078/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5079/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 5080/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5081/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5082/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5083/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5084/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 5085/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5086/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5087/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5088/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5089/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5090/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5091/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5092/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5093/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5094/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5095/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5096/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5097/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5098/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 5099/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 5100/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 5101/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5102/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5103/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 5104/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5105/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5106/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5107/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5108/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5109/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5110/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 5111/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5112/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5113/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5114/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5115/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5116/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5117/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5118/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5119/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5120/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5121/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5122/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5123/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5124/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5125/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5126/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5127/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5128/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5129/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5130/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5131/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5132/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 5133/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5134/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5135/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5136/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5137/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5138/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5139/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5140/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5141/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5142/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5143/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5144/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5145/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5146/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5147/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5148/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5149/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 5150/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 5151/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5152/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5153/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5154/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5155/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5156/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5157/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5158/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5159/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5160/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5161/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5162/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5163/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5164/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5165/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5166/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5167/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 5168/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5169/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5170/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 5171/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5172/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5173/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5174/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5175/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5176/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 5177/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5178/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5179/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5180/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5181/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 5182/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5183/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5184/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5185/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5186/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5187/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5188/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5189/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5190/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5191/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5192/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5193/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5194/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 5195/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5196/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5197/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5198/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5199/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5200/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5201/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 5202/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5203/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5204/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5205/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5206/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5207/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5208/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5209/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5210/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5211/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 5212/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5213/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5214/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5215/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5216/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5217/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5218/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5219/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5220/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5221/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5222/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 5223/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5224/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 5225/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5226/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5227/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5228/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 5229/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5230/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5231/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5232/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5233/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5234/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5235/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5236/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5237/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5238/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5239/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5240/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5241/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5242/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 5243/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5244/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5245/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5246/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5247/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5248/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5249/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 5250/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5251/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5252/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5253/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5254/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5255/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 5256/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5257/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5258/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 5259/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5260/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5261/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5262/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5263/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5264/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5265/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 5266/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5267/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5268/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5269/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5270/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5271/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5272/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5273/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5274/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5275/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5276/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 5277/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5278/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5279/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5280/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5281/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5282/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5283/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5284/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5285/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5286/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5287/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5288/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5289/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5290/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5291/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5292/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5293/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 5294/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5295/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5296/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5297/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 5298/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5299/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5300/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 5301/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5302/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5303/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 5304/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5305/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5306/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5307/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5308/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5309/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5310/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 5311/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5312/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5313/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5314/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5315/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5316/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5317/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5318/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5319/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5320/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5321/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5322/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5323/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5324/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5325/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5326/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5327/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5328/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5329/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5330/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5331/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5332/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5333/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5334/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5335/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5336/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5337/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5338/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5339/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 5340/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5341/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 5342/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5343/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5344/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5345/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5346/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5347/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 5348/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5349/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 5350/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5351/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5352/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 5353/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5354/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5355/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5356/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5357/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5358/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5359/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5360/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5361/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5362/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 5363/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5364/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5365/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5366/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5367/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 5368/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5369/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5370/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5371/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 5372/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5373/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5374/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5375/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5376/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5377/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 5378/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 5379/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5380/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5381/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5382/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5383/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5384/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5385/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5386/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 5387/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5388/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5389/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5390/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5391/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5392/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5393/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5394/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5395/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5396/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5397/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5398/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5399/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5400/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 5401/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5402/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5403/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 5404/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5405/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5406/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5407/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 5408/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5409/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5410/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5411/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5412/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5413/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5414/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5415/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5416/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 5417/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5418/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5419/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5420/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5421/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5422/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5423/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5424/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 5425/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5426/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5427/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5428/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5429/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5430/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5431/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5432/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 5433/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5434/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 5435/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5436/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5437/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5438/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 5439/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5440/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5441/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5442/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5443/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5444/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5445/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5446/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5447/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5448/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5449/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5450/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5451/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5452/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5453/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5454/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5455/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 5456/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 5457/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5458/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 5459/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5460/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5461/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5462/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 5463/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5464/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5465/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 5466/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5467/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5468/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5469/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5470/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5471/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5472/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5473/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5474/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 5475/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5476/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5477/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5478/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5479/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5480/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5481/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5482/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5483/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 5484/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5485/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 5486/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5487/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5488/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5489/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5490/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5491/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5492/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5493/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5494/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5495/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5496/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5497/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5498/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5499/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 5500/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5501/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5502/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5503/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 5504/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5505/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5506/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5507/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5508/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5509/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5510/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5511/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5512/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5513/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5514/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5515/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5516/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5517/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 5518/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5519/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5520/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5521/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5522/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5523/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5524/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5525/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5526/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5527/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 5528/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 5529/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5530/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5531/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5532/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5533/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5534/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5535/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5536/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5537/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5538/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5539/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5540/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5541/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5542/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5543/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5544/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5545/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5546/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 5547/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 5548/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5549/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5550/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5551/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5552/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 5553/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5554/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5555/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5556/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5557/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5558/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5559/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5560/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5561/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5562/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5563/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5564/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5565/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5566/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5567/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5568/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5569/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5570/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5571/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 5572/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5573/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5574/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 5575/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5576/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5577/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5578/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5579/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5580/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5581/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5582/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5583/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5584/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5585/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5586/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5587/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5588/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5589/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5590/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5591/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5592/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5593/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5594/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5595/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5596/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5597/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5598/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5599/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5600/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5601/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5602/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5603/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5604/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5605/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5606/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5607/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5608/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5609/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5610/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5611/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5612/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 5613/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 5614/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5615/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5616/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5617/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5618/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5619/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5620/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5621/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5622/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 5623/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5624/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5625/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5626/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5627/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5628/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 5629/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5630/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 5631/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5632/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5633/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5634/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5635/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5636/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5637/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5638/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5639/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 5640/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 5641/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5642/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 5643/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5644/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5645/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5646/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5647/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 5648/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5649/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5650/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5651/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 5652/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5653/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5654/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5655/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5656/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5657/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5658/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5659/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 5660/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5661/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5662/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5663/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5664/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5665/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5666/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 5667/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5668/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5669/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5670/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5671/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5672/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5673/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5674/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5675/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5676/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5677/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5678/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5679/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5680/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5681/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5682/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5683/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5684/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5685/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5686/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 5687/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 5688/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5689/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5690/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5691/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5692/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5693/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5694/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5695/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5696/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5697/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5698/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5699/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5700/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5701/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5702/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5703/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5704/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5705/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5706/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 5707/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5708/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5709/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5710/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5711/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5712/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5713/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5714/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5715/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5716/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5717/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5718/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5719/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5720/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5721/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5722/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5723/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5724/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5725/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5726/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5727/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5728/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 5729/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5730/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5731/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5732/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 5733/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5734/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5735/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5736/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5737/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5738/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5739/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5740/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5741/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 5742/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5743/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5744/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 5745/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5746/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5747/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5748/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5749/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5750/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5751/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5752/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5753/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5754/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5755/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5756/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 5757/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5758/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5759/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5760/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5761/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 5762/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 5763/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5764/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5765/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5766/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5767/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 5768/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5769/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5770/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5771/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5772/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5773/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5774/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5775/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5776/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5777/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5778/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5779/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 5780/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 5781/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5782/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 5783/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5784/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5785/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5786/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5787/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5788/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 5789/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 5790/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5791/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5792/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5793/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5794/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5795/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5796/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5797/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5798/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5799/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5800/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5801/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5802/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5803/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5804/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5805/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5806/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5807/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5808/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5809/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5810/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5811/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5812/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5813/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5814/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5815/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5816/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 5817/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5818/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5819/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5820/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5821/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5822/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5823/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5824/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5825/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5826/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5827/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5828/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5829/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5830/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5831/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5832/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5833/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5834/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5835/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5836/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5837/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5838/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5839/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5840/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5841/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5842/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5843/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 5844/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5845/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5846/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5847/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5848/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5849/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 5850/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5851/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5852/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5853/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5854/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5855/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5856/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5857/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5858/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5859/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5860/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5861/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5862/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5863/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5864/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5865/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 5866/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5867/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5868/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5869/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 5870/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5871/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5872/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5873/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5874/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5875/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5876/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5877/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5878/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5879/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5880/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 5881/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5882/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5883/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5884/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5885/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5886/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5887/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5888/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5889/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5890/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5891/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5892/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5893/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5894/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5895/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 5896/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 5897/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 5898/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5899/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 5900/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5901/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5902/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5903/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5904/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5905/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 5906/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 5907/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5908/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 5909/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5910/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 5911/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5912/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5913/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5914/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5915/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 5916/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5917/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 5918/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 5919/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5920/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5921/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5922/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5923/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5924/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5925/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5926/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5927/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 5928/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5929/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5930/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5931/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5932/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 5933/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 5934/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5935/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 5936/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 5937/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5938/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 5939/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 5940/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5941/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5942/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5943/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 5944/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 5945/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5946/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 5947/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5948/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5949/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5950/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5951/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5952/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 5953/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5954/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5955/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5956/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5957/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 5958/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5959/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 5960/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5961/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5962/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 5963/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 5964/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5965/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5966/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 5967/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5968/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 5969/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 5970/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5971/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5972/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 5973/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 5974/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 5975/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5976/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5977/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5978/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 5979/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5980/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 5981/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 5982/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 5983/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 5984/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 5985/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5986/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5987/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 5988/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 5989/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5990/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 5991/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 5992/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5993/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5994/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 5995/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 5996/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 5997/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 5998/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 5999/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6000/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6001/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6002/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6003/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6004/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6005/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6006/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6007/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 6008/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6009/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6010/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6011/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 6012/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 6013/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6014/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6015/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6016/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 6017/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6018/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 6019/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6020/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6021/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6022/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6023/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6024/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6025/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6026/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6027/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 6028/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6029/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6030/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6031/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6032/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6033/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6034/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6035/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 6036/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6037/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6038/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6039/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6040/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 6041/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6042/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6043/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6044/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 6045/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6046/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6047/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6048/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6049/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6050/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6051/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6052/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6053/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6054/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6055/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6056/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6057/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6058/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6059/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6060/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 6061/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6062/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6063/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6064/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6065/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6066/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6067/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6068/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6069/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6070/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6071/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6072/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6073/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6074/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6075/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6076/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6077/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6078/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6079/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6080/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6081/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6082/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6083/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6084/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6085/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6086/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6087/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6088/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6089/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6090/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6091/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 6092/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 6093/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6094/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6095/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 6096/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6097/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6098/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6099/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6100/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6101/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6102/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6103/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6104/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6105/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6106/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6107/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6108/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6109/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6110/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6111/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6112/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6113/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6114/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6115/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6116/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6117/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6118/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6119/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6120/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6121/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6122/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6123/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6124/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6125/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 6126/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 6127/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6128/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 6129/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6130/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6131/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6132/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6133/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6134/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6135/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6136/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 6137/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6138/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6139/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6140/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6141/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6142/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6143/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 6144/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6145/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6146/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6147/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6148/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6149/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6150/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6151/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6152/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6153/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 6154/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6155/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6156/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6157/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6158/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6159/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6160/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6161/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6162/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6163/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6164/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6165/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6166/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6167/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6168/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6169/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6170/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6171/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6172/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 6173/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6174/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6175/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6176/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6177/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6178/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6179/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6180/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6181/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6182/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6183/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6184/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 6185/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6186/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 6187/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6188/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6189/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6190/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6191/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6192/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6193/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6194/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6195/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6196/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6197/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6198/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6199/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6200/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6201/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6202/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6203/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6204/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6205/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6206/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6207/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6208/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6209/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6210/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6211/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6212/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6213/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6214/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6215/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6216/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 6217/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6218/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6219/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6220/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6221/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6222/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 6223/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6224/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6225/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6226/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6227/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6228/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6229/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6230/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6231/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 6232/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6233/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6234/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6235/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6236/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6237/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6238/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6239/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6240/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6241/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6242/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6243/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6244/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6245/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6246/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6247/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 6248/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6249/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6250/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 6251/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6252/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6253/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6254/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6255/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6256/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6257/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 6258/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6259/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 6260/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6261/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6262/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6263/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6264/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6265/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6266/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6267/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6268/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 6269/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6270/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6271/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6272/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6273/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6274/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 6275/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6276/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6277/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6278/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6279/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6280/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6281/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6282/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6283/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6284/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6285/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6286/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6287/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6288/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 6289/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 6290/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6291/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6292/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6293/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6294/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6295/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6296/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6297/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6298/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6299/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6300/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6301/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6302/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6303/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 6304/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6305/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6306/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6307/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6308/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6309/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6310/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6311/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6312/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6313/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6314/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6315/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6316/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6317/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6318/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6319/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6320/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6321/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6322/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6323/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6324/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6325/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6326/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6327/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6328/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6329/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6330/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6331/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6332/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6333/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6334/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6335/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6336/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6337/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 6338/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6339/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6340/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6341/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6342/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6343/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6344/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6345/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6346/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6347/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6348/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6349/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6350/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6351/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6352/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6353/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6354/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6355/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6356/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6357/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6358/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 6359/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6360/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6361/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6362/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6363/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6364/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6365/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 6366/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6367/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6368/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6369/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6370/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6371/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6372/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6373/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6374/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6375/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6376/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6377/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6378/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6379/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6380/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6381/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6382/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6383/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6384/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6385/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 6386/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6387/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6388/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6389/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6390/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6391/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6392/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6393/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6394/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6395/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6396/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6397/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 6398/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6399/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6400/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6401/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6402/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6403/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6404/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6405/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6406/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6407/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6408/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6409/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6410/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 6411/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6412/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6413/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6414/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6415/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 6416/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6417/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6418/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6419/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6420/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6421/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 6422/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 6423/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6424/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6425/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6426/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6427/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 6428/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 6429/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6430/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6431/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6432/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6433/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6434/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 6435/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 6436/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6437/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6438/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6439/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6440/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6441/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6442/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6443/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6444/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6445/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6446/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6447/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6448/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 6449/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6450/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6451/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6452/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6453/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 6454/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6455/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6456/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6457/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 6458/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6459/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6460/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6461/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6462/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6463/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6464/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6465/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6466/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 6467/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6468/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6469/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6470/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6471/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 6472/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6473/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6474/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6475/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6476/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6477/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6478/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6479/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6480/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6481/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 6482/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 6483/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6484/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6485/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6486/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6487/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6488/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6489/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6490/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6491/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 6492/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6493/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6494/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6495/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6496/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6497/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6498/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6499/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 6500/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6501/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6502/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6503/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6504/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 6505/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6506/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6507/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6508/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6509/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6510/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6511/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6512/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6513/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6514/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6515/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6516/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6517/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6518/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6519/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 6520/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 6521/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6522/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6523/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6524/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6525/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6526/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6527/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6528/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 6529/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6530/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6531/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6532/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6533/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6534/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6535/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6536/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6537/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6538/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6539/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6540/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6541/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6542/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6543/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6544/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 6545/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6546/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6547/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6548/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 6549/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6550/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 6551/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6552/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6553/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6554/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6555/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 6556/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6557/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6558/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6559/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 6560/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6561/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6562/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6563/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6564/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6565/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6566/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6567/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6568/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6569/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 6570/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6571/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6572/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 6573/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6574/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6575/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 6576/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 6577/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      " 6578/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6579/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 6580/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 6581/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6582/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 6583/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6584/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6585/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6586/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6587/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 6588/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6589/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6590/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6591/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6592/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6593/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6594/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6595/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6596/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6597/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6598/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6599/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6600/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6601/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6602/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6603/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6604/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6605/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 6606/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6607/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6608/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6609/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6610/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 6611/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6612/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6613/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6614/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6615/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6616/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6617/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6618/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6619/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6620/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6621/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6622/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6623/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6624/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6625/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6626/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6627/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6628/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6629/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6630/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6631/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6632/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6633/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6634/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 6635/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6636/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 6637/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6638/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6639/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6640/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6641/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6642/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6643/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6644/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6645/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6646/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 6647/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6648/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6649/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6650/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6651/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6652/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6653/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6654/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6655/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6656/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 6657/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6658/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6659/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 6660/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6661/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 6662/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 6663/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6664/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 6665/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6666/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6667/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6668/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 6669/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6670/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6671/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 6672/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 6673/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6674/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 6675/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6676/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6677/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6678/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6679/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6680/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6681/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6682/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6683/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6684/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6685/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6686/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6687/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6688/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6689/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6690/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6691/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6692/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 6693/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6694/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6695/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6696/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6697/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6698/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6699/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6700/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6701/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6702/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6703/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 6704/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6705/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6706/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 6707/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6708/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6709/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6710/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 6711/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6712/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6713/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6714/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6715/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6716/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6717/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 6718/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6719/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 6720/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6721/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6722/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6723/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6724/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6725/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 6726/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6727/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6728/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6729/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6730/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 6731/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 6732/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6733/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6734/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6735/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6736/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6737/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6738/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6739/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6740/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6741/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 6742/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6743/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6744/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6745/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6746/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6747/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6748/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6749/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6750/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6751/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6752/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6753/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6754/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6755/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6756/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6757/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6758/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6759/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6760/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6761/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6762/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6763/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6764/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6765/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6766/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 6767/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6768/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 6769/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6770/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6771/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 6772/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 6773/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6774/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6775/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6776/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6777/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 6778/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6779/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6780/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6781/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6782/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6783/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 6784/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 6785/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6786/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6787/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6788/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6789/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6790/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6791/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6792/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6793/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6794/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6795/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6796/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6797/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6798/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6799/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6800/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6801/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6802/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6803/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 6804/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6805/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6806/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6807/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6808/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6809/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6810/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6811/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6812/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6813/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 6814/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6815/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 6816/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6817/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6818/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6819/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6820/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6821/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6822/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 6823/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6824/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6825/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6826/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 6827/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6828/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6829/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6830/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6831/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6832/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6833/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6834/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6835/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6836/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6837/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6838/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6839/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6840/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6841/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6842/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6843/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6844/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 6845/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6846/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6847/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6848/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6849/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6850/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6851/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 6852/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6853/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6854/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6855/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 6856/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6857/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6858/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 6859/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6860/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6861/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6862/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6863/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 6864/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6865/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 6866/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6867/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6868/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6869/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6870/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6871/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6872/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6873/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6874/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6875/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6876/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6877/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6878/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6879/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6880/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6881/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6882/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 6883/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6884/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6885/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6886/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 6887/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6888/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6889/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6890/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6891/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 6892/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6893/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 6894/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6895/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6896/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6897/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 6898/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6899/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6900/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6901/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 6902/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6903/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6904/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6905/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6906/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6907/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6908/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6909/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6910/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6911/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6912/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6913/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6914/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6915/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6916/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6917/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6918/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 6919/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 6920/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6921/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6922/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 6923/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6924/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6925/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6926/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 6927/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6928/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 6929/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6930/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 6931/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6932/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6933/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 6934/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6935/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6936/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6937/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6938/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6939/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6940/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6941/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6942/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 6943/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6944/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6945/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6946/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6947/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6948/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 6949/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6950/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6951/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 6952/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6953/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 6954/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 6955/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6956/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6957/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 6958/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 6959/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 6960/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 6961/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 6962/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6963/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6964/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6965/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 6966/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6967/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6968/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6969/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 6970/15625 : |none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 6971/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6972/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6973/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6974/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 6975/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6976/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 6977/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 6978/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 6979/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 6980/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6981/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 6982/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 6983/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 6984/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6985/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 6986/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 6987/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 6988/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 6989/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 6990/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 6991/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 6992/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 6993/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 6994/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 6995/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 6996/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 6997/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 6998/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 6999/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7000/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7001/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 7002/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7003/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7004/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7005/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7006/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 7007/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7008/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 7009/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7010/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 7011/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7012/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7013/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 7014/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7015/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7016/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7017/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 7018/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7019/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7020/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7021/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7022/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7023/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7024/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7025/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7026/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7027/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 7028/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7029/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7030/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 7031/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7032/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 7033/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7034/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7035/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 7036/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7037/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7038/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7039/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7040/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7041/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7042/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7043/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7044/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7045/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7046/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7047/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7048/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7049/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7050/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7051/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7052/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7053/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7054/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7055/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7056/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7057/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7058/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 7059/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7060/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7061/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7062/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7063/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7064/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7065/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7066/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7067/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 7068/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7069/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7070/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7071/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7072/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7073/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 7074/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 7075/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7076/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7077/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7078/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7079/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7080/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7081/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7082/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7083/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7084/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7085/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7086/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7087/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7088/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 7089/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7090/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7091/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7092/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7093/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7094/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7095/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 7096/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 7097/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7098/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7099/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7100/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7101/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7102/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7103/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7104/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7105/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7106/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7107/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7108/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7109/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 7110/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 7111/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7112/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7113/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7114/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7115/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7116/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7117/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7118/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 7119/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7120/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7121/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7122/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7123/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 7124/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7125/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7126/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      " 7127/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7128/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7129/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7130/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7131/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7132/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7133/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7134/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7135/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7136/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7137/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7138/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7139/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7140/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7141/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7142/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7143/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7144/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7145/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7146/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7147/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7148/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7149/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7150/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7151/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7152/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7153/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 7154/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7155/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7156/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7157/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7158/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7159/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7160/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7161/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 7162/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7163/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7164/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7165/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 7166/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7167/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7168/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7169/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7170/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 7171/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7172/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7173/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7174/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 7175/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7176/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7177/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7178/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7179/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7180/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 7181/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 7182/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7183/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7184/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7185/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7186/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7187/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 7188/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7189/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 7190/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7191/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7192/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7193/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 7194/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 7195/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7196/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7197/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 7198/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7199/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7200/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7201/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7202/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7203/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7204/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7205/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 7206/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      " 7207/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 7208/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7209/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7210/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 7211/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7212/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7213/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7214/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7215/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7216/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 7217/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7218/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7219/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7220/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 7221/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7222/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 7223/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7224/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7225/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7226/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7227/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7228/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7229/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7230/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7231/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7232/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7233/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7234/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7235/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7236/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7237/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7238/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7239/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7240/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7241/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 7242/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7243/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7244/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 7245/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7246/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7247/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7248/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7249/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7250/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7251/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7252/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7253/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7254/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7255/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 7256/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7257/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7258/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7259/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 7260/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7261/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7262/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7263/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7264/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7265/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7266/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7267/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7268/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7269/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7270/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7271/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7272/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 7273/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 7274/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7275/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7276/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7277/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7278/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7279/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7280/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7281/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7282/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7283/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7284/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7285/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7286/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7287/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7288/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7289/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7290/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7291/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 7292/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7293/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7294/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7295/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 7296/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7297/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7298/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7299/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 7300/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7301/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7302/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7303/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 7304/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7305/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7306/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7307/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7308/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7309/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 7310/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7311/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7312/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7313/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7314/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7315/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7316/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7317/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7318/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7319/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7320/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7321/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7322/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7323/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7324/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7325/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7326/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7327/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7328/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7329/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7330/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 7331/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7332/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 7333/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 7334/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7335/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7336/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7337/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7338/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7339/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 7340/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7341/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 7342/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7343/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7344/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7345/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7346/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7347/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7348/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7349/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7350/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7351/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7352/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 7353/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7354/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7355/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7356/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7357/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7358/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7359/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7360/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7361/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7362/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7363/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7364/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7365/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7366/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7367/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 7368/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7369/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7370/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7371/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7372/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7373/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7374/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7375/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7376/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7377/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7378/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7379/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7380/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 7381/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7382/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7383/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 7384/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7385/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7386/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7387/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7388/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7389/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7390/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7391/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7392/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7393/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7394/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7395/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7396/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 7397/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7398/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7399/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7400/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7401/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 7402/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7403/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7404/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7405/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7406/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 7407/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7408/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7409/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7410/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7411/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7412/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7413/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7414/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7415/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7416/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7417/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7418/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7419/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7420/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7421/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7422/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 7423/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7424/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 7425/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7426/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7427/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7428/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7429/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7430/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7431/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 7432/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7433/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7434/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 7435/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 7436/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 7437/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7438/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7439/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 7440/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7441/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 7442/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7443/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7444/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7445/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7446/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7447/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7448/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 7449/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7450/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7451/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7452/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7453/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 7454/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 7455/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7456/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7457/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7458/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 7459/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7460/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7461/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7462/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7463/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7464/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7465/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 7466/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7467/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7468/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7469/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7470/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7471/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7472/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7473/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7474/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7475/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7476/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7477/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7478/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7479/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 7480/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7481/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7482/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7483/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7484/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7485/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7486/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7487/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7488/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7489/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7490/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7491/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7492/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7493/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7494/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7495/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7496/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7497/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 7498/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7499/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7500/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7501/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 7502/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7503/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 7504/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7505/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7506/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7507/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 7508/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7509/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7510/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7511/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 7512/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7513/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7514/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7515/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 7516/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7517/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7518/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7519/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 7520/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7521/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7522/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 7523/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7524/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7525/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7526/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7527/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7528/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7529/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7530/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7531/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7532/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 7533/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7534/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7535/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7536/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7537/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 7538/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7539/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7540/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7541/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7542/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 7543/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7544/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7545/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7546/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7547/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7548/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7549/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7550/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7551/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 7552/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7553/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7554/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7555/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7556/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 7557/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7558/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7559/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 7560/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7561/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7562/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7563/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7564/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7565/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7566/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7567/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7568/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7569/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 7570/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7571/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 7572/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7573/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7574/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7575/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7576/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 7577/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7578/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7579/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7580/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7581/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7582/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7583/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 7584/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7585/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7586/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7587/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7588/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7589/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7590/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7591/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 7592/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7593/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7594/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 7595/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7596/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 7597/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7598/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7599/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7600/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7601/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7602/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7603/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7604/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7605/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 7606/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 7607/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7608/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7609/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 7610/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 7611/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7612/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 7613/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7614/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7615/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7616/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 7617/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 7618/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7619/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7620/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7621/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 7622/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 7623/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 7624/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 7625/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7626/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7627/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7628/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 7629/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7630/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7631/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 7632/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7633/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7634/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7635/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 7636/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7637/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 7638/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7639/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7640/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7641/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7642/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7643/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 7644/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7645/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7646/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7647/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7648/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7649/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7650/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7651/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7652/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7653/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 7654/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7655/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7656/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7657/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7658/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7659/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7660/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7661/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7662/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7663/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 7664/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7665/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7666/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7667/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7668/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7669/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7670/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7671/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7672/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7673/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7674/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7675/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7676/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 7677/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7678/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7679/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7680/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7681/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7682/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 7683/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7684/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7685/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7686/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7687/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7688/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7689/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7690/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7691/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7692/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7693/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7694/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7695/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7696/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7697/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7698/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7699/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 7700/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 7701/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7702/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7703/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7704/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7705/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7706/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7707/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7708/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 7709/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7710/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7711/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7712/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7713/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7714/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7715/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7716/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 7717/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 7718/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7719/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7720/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7721/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7722/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7723/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7724/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7725/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7726/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7727/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7728/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7729/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7730/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7731/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7732/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7733/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7734/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7735/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7736/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7737/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7738/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7739/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7740/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7741/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 7742/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7743/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7744/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      " 7745/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7746/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7747/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7748/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7749/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7750/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 7751/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7752/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7753/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7754/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 7755/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7756/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7757/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7758/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 7759/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7760/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 7761/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 7762/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7763/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7764/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 7765/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 7766/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7767/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7768/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7769/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7770/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7771/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7772/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7773/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7774/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7775/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7776/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7777/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7778/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7779/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7780/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 7781/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      " 7782/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7783/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7784/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7785/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7786/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7787/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7788/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7789/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7790/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7791/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7792/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7793/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 7794/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7795/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7796/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 7797/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7798/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7799/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7800/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7801/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7802/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7803/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7804/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7805/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7806/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7807/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7808/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7809/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7810/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 7811/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7812/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7813/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7814/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7815/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7816/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 7817/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7818/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7819/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7820/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7821/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7822/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7823/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7824/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7825/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7826/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7827/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7828/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7829/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7830/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7831/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7832/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7833/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7834/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7835/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7836/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7837/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 7838/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7839/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7840/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7841/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7842/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7843/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7844/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7845/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7846/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7847/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7848/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7849/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7850/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7851/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7852/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 7853/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7854/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7855/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7856/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7857/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7858/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7859/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 7860/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7861/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 7862/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 7863/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7864/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7865/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7866/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7867/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7868/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7869/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7870/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7871/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7872/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7873/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7874/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7875/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7876/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7877/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7878/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7879/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7880/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7881/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7882/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7883/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7884/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 7885/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7886/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 7887/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7888/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7889/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7890/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7891/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7892/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7893/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 7894/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 7895/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 7896/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7897/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7898/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7899/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7900/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7901/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7902/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7903/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 7904/15625 : |none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7905/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7906/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7907/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7908/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7909/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7910/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7911/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7912/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7913/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7914/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7915/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 7916/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7917/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7918/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7919/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 7920/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7921/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7922/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7923/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7924/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7925/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7926/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7927/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7928/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7929/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7930/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7931/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7932/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 7933/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 7934/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7935/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7936/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7937/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 7938/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 7939/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7940/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7941/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7942/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7943/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7944/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7945/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 7946/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7947/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 7948/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7949/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7950/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7951/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7952/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 7953/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7954/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7955/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 7956/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 7957/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7958/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7959/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 7960/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7961/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7962/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7963/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7964/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 7965/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 7966/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7967/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 7968/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7969/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 7970/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 7971/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7972/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 7973/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 7974/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7975/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7976/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7977/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7978/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 7979/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7980/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 7981/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 7982/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7983/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7984/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 7985/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 7986/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7987/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 7988/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 7989/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7990/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 7991/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 7992/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 7993/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 7994/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 7995/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 7996/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 7997/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 7998/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 7999/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8000/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8001/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 8002/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8003/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 8004/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 8005/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8006/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8007/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8008/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8009/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8010/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8011/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8012/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8013/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8014/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8015/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8016/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8017/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8018/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8019/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8020/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8021/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8022/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8023/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8024/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8025/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8026/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8027/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8028/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8029/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8030/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8031/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8032/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8033/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 8034/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8035/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8036/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8037/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8038/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8039/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 8040/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8041/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8042/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8043/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8044/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8045/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8046/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8047/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 8048/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8049/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8050/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8051/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 8052/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8053/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 8054/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 8055/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8056/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8057/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8058/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8059/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8060/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 8061/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8062/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8063/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8064/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8065/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8066/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8067/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8068/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8069/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8070/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 8071/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8072/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 8073/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8074/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8075/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8076/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8077/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8078/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 8079/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8080/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8081/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8082/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8083/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8084/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8085/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8086/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8087/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8088/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8089/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8090/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 8091/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8092/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8093/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8094/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8095/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8096/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 8097/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8098/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8099/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8100/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8101/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8102/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8103/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8104/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8105/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 8106/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8107/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8108/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 8109/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8110/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8111/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8112/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8113/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8114/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8115/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8116/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8117/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8118/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8119/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8120/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8121/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8122/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8123/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8124/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 8125/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8126/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8127/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 8128/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8129/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8130/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8131/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8132/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8133/15625 : |none~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 8134/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8135/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8136/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8137/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8138/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8139/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8140/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8141/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8142/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8143/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8144/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8145/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8146/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8147/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8148/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8149/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8150/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8151/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8152/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8153/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8154/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8155/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8156/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8157/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8158/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 8159/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8160/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8161/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8162/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8163/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8164/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8165/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8166/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8167/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8168/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8169/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8170/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 8171/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8172/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 8173/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8174/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8175/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8176/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8177/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8178/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8179/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8180/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8181/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8182/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8183/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      " 8184/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8185/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8186/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8187/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8188/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8189/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 8190/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8191/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8192/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8193/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8194/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8195/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8196/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8197/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8198/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8199/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8200/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8201/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 8202/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 8203/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8204/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8205/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8206/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8207/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8208/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8209/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8210/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8211/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8212/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8213/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8214/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8215/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8216/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8217/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8218/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 8219/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8220/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8221/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8222/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8223/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8224/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 8225/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8226/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 8227/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8228/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8229/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8230/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8231/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8232/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 8233/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8234/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8235/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8236/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8237/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8238/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8239/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8240/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 8241/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8242/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8243/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8244/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8245/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8246/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8247/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8248/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8249/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8250/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8251/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 8252/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8253/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8254/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8255/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8256/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8257/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 8258/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8259/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8260/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8261/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8262/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8263/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8264/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8265/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 8266/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8267/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8268/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8269/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8270/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8271/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 8272/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 8273/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8274/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8275/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8276/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8277/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8278/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8279/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 8280/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 8281/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8282/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8283/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8284/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8285/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8286/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8287/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8288/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 8289/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8290/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8291/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8292/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8293/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 8294/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8295/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8296/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8297/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8298/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8299/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8300/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8301/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8302/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8303/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8304/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8305/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8306/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8307/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 8308/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8309/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8310/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8311/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8312/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8313/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8314/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8315/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8316/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8317/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8318/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8319/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8320/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8321/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8322/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8323/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8324/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8325/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8326/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8327/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8328/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8329/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8330/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8331/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8332/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8333/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8334/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8335/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8336/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8337/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8338/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8339/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8340/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8341/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8342/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8343/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8344/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8345/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8346/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8347/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8348/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8349/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 8350/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8351/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8352/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8353/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 8354/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8355/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8356/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8357/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 8358/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8359/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8360/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8361/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 8362/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8363/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8364/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8365/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 8366/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 8367/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8368/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8369/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 8370/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8371/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8372/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8373/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8374/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 8375/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8376/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8377/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8378/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8379/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8380/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8381/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8382/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8383/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8384/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8385/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8386/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8387/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8388/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8389/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8390/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8391/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8392/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8393/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8394/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8395/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8396/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8397/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8398/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8399/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8400/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8401/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8402/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8403/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8404/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8405/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8406/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8407/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8408/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 8409/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8410/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8411/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8412/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8413/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8414/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8415/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8416/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8417/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8418/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8419/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8420/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 8421/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      " 8422/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 8423/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8424/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8425/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8426/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8427/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8428/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8429/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8430/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8431/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8432/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8433/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8434/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8435/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 8436/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8437/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8438/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8439/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8440/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8441/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8442/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8443/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8444/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8445/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 8446/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8447/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 8448/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8449/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8450/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8451/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8452/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8453/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8454/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 8455/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8456/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8457/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8458/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8459/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 8460/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8461/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8462/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8463/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8464/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8465/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 8466/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8467/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 8468/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8469/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8470/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8471/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8472/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 8473/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8474/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8475/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8476/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8477/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8478/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8479/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8480/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8481/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8482/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8483/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8484/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8485/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8486/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8487/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8488/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8489/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8490/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8491/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8492/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8493/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8494/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8495/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8496/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8497/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8498/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8499/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8500/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8501/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8502/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8503/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8504/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8505/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8506/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8507/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 8508/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8509/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 8510/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8511/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8512/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8513/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8514/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8515/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8516/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8517/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 8518/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8519/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 8520/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8521/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8522/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8523/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8524/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8525/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 8526/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8527/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 8528/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8529/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8530/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8531/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8532/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8533/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 8534/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8535/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8536/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8537/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8538/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8539/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8540/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8541/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8542/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8543/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8544/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8545/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8546/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8547/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8548/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8549/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8550/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8551/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8552/15625 : |none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8553/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8554/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8555/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8556/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8557/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8558/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8559/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 8560/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8561/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8562/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 8563/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8564/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8565/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8566/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8567/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8568/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8569/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8570/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8571/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8572/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8573/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8574/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8575/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8576/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 8577/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8578/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8579/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8580/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8581/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8582/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8583/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8584/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8585/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 8586/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8587/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 8588/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8589/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8590/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8591/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8592/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8593/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8594/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8595/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8596/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      " 8597/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8598/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8599/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8600/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8601/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8602/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8603/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8604/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8605/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8606/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8607/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8608/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8609/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8610/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8611/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8612/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8613/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8614/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8615/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8616/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8617/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8618/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8619/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8620/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8621/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8622/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8623/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8624/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8625/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8626/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8627/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 8628/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 8629/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8630/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 8631/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8632/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8633/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8634/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8635/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8636/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8637/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8638/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8639/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8640/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 8641/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8642/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8643/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8644/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8645/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8646/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8647/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8648/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8649/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8650/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8651/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8652/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8653/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8654/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8655/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8656/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8657/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8658/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8659/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8660/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8661/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8662/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8663/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8664/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8665/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8666/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8667/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8668/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8669/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8670/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8671/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8672/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 8673/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8674/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8675/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8676/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8677/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8678/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8679/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8680/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8681/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8682/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8683/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8684/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8685/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8686/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8687/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8688/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8689/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8690/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8691/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8692/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8693/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8694/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8695/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8696/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8697/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 8698/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8699/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8700/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8701/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8702/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8703/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8704/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8705/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8706/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 8707/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8708/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8709/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8710/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8711/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8712/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8713/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8714/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 8715/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8716/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 8717/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 8718/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 8719/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8720/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8721/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8722/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 8723/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8724/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8725/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8726/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8727/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8728/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8729/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8730/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8731/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8732/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8733/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 8734/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8735/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 8736/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8737/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8738/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8739/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 8740/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 8741/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8742/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8743/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8744/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8745/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 8746/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8747/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8748/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 8749/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8750/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8751/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8752/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8753/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8754/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8755/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 8756/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8757/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8758/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 8759/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8760/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 8761/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8762/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8763/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8764/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8765/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8766/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8767/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 8768/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8769/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8770/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8771/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8772/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8773/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8774/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8775/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8776/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8777/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8778/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 8779/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8780/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8781/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8782/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8783/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8784/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8785/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8786/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8787/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8788/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8789/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8790/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 8791/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8792/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      " 8793/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8794/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8795/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8796/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8797/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8798/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8799/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8800/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8801/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8802/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8803/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8804/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8805/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 8806/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8807/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 8808/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 8809/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8810/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8811/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8812/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8813/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8814/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8815/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8816/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8817/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8818/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8819/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8820/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8821/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8822/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8823/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8824/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8825/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8826/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8827/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8828/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8829/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8830/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8831/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8832/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 8833/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8834/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8835/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8836/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8837/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8838/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8839/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8840/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8841/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 8842/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8843/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8844/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 8845/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8846/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8847/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8848/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8849/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8850/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8851/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8852/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8853/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8854/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8855/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8856/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8857/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8858/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8859/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8860/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8861/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 8862/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8863/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8864/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8865/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8866/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8867/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8868/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8869/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8870/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8871/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8872/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 8873/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 8874/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8875/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8876/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8877/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8878/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8879/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8880/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8881/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8882/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8883/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8884/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8885/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8886/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 8887/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 8888/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 8889/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8890/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 8891/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8892/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 8893/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8894/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8895/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 8896/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 8897/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8898/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 8899/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 8900/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8901/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8902/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8903/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 8904/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8905/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8906/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 8907/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8908/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8909/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8910/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8911/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 8912/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 8913/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 8914/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8915/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 8916/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8917/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8918/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 8919/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8920/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8921/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8922/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8923/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 8924/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8925/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8926/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8927/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8928/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8929/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8930/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 8931/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8932/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8933/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 8934/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8935/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8936/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8937/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8938/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8939/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8940/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8941/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8942/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8943/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 8944/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8945/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8946/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8947/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8948/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 8949/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8950/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 8951/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8952/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 8953/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 8954/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 8955/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 8956/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8957/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8958/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8959/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8960/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8961/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 8962/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 8963/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 8964/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 8965/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 8966/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8967/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 8968/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8969/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 8970/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8971/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8972/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 8973/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8974/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 8975/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 8976/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8977/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8978/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8979/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 8980/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8981/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8982/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8983/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8984/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 8985/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8986/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 8987/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 8988/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 8989/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 8990/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 8991/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 8992/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 8993/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 8994/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 8995/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 8996/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 8997/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 8998/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 8999/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 9000/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9001/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9002/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9003/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9004/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9005/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9006/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9007/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 9008/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 9009/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 9010/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9011/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9012/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9013/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9014/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9015/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9016/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9017/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9018/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9019/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9020/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9021/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9022/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9023/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 9024/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9025/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 9026/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9027/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9028/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9029/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9030/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9031/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9032/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9033/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9034/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9035/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9036/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 9037/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9038/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9039/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 9040/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 9041/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 9042/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9043/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9044/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 9045/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9046/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9047/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9048/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9049/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9050/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9051/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 9052/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9053/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9054/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9055/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9056/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 9057/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9058/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9059/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9060/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9061/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9062/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9063/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9064/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9065/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9066/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9067/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9068/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9069/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9070/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9071/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9072/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9073/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9074/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9075/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9076/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9077/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 9078/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9079/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 9080/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9081/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 9082/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9083/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9084/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9085/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9086/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9087/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9088/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 9089/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9090/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9091/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9092/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9093/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9094/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9095/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9096/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9097/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9098/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9099/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 9100/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9101/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9102/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9103/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 9104/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9105/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9106/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9107/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9108/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9109/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 9110/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9111/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9112/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9113/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9114/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9115/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9116/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9117/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9118/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9119/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 9120/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9121/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9122/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9123/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9124/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9125/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9126/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9127/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9128/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9129/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 9130/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9131/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9132/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9133/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9134/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9135/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9136/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9137/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 9138/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9139/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 9140/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 9141/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9142/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9143/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9144/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9145/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9146/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9147/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9148/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9149/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9150/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9151/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9152/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9153/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9154/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9155/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9156/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9157/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9158/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9159/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 9160/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9161/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9162/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9163/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9164/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9165/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9166/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9167/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9168/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9169/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9170/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9171/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9172/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9173/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9174/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9175/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9176/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9177/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 9178/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9179/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9180/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9181/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9182/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9183/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9184/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9185/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9186/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9187/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9188/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9189/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9190/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9191/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9192/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9193/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9194/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 9195/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9196/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9197/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 9198/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9199/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9200/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9201/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9202/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9203/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9204/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9205/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9206/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9207/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9208/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9209/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9210/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9211/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9212/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9213/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9214/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9215/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9216/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9217/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 9218/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9219/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9220/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9221/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9222/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9223/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9224/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9225/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9226/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9227/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9228/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9229/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9230/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      " 9231/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 9232/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 9233/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9234/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9235/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9236/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9237/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9238/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9239/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 9240/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 9241/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9242/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9243/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9244/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9245/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9246/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9247/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9248/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9249/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 9250/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9251/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9252/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9253/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9254/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9255/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9256/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9257/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9258/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9259/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9260/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      " 9261/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 9262/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9263/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9264/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9265/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 9266/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9267/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9268/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9269/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9270/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 9271/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9272/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9273/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9274/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9275/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9276/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9277/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9278/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9279/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 9280/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9281/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 9282/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9283/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9284/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9285/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9286/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9287/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 9288/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9289/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9290/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9291/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9292/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9293/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9294/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9295/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 9296/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 9297/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9298/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9299/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9300/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9301/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9302/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9303/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9304/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9305/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9306/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9307/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9308/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9309/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9310/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9311/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 9312/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9313/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 9314/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9315/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9316/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9317/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9318/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9319/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9320/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9321/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9322/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9323/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9324/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9325/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9326/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9327/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9328/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9329/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9330/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9331/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9332/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9333/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9334/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9335/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9336/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 9337/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9338/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9339/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9340/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9341/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 9342/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9343/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9344/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9345/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9346/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9347/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9348/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9349/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9350/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9351/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9352/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9353/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9354/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9355/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9356/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9357/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9358/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9359/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9360/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9361/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9362/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9363/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9364/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9365/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9366/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9367/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9368/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9369/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9370/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9371/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9372/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9373/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9374/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9375/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9376/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9377/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9378/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9379/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9380/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9381/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9382/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9383/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9384/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9385/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9386/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9387/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9388/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9389/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9390/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9391/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9392/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9393/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9394/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 9395/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9396/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9397/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9398/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 9399/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9400/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9401/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9402/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9403/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9404/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9405/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9406/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9407/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9408/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9409/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 9410/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9411/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 9412/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9413/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 9414/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9415/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9416/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9417/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9418/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 9419/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9420/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9421/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9422/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9423/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9424/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9425/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9426/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9427/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9428/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9429/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9430/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9431/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9432/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9433/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 9434/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 9435/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9436/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9437/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9438/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9439/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9440/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9441/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 9442/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9443/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9444/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9445/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 9446/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 9447/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9448/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9449/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9450/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9451/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9452/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9453/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9454/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9455/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9456/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9457/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9458/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9459/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9460/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9461/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9462/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 9463/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9464/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 9465/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 9466/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9467/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9468/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9469/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9470/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9471/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9472/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9473/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9474/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9475/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9476/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9477/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9478/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9479/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9480/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9481/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9482/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9483/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9484/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 9485/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9486/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9487/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9488/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9489/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9490/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9491/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9492/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9493/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9494/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9495/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9496/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9497/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9498/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9499/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9500/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9501/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9502/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9503/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 9504/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9505/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9506/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9507/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9508/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9509/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 9510/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9511/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9512/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9513/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9514/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9515/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9516/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9517/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9518/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9519/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9520/15625 : |none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9521/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9522/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9523/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9524/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9525/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9526/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9527/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9528/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9529/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9530/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9531/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9532/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 9533/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9534/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9535/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9536/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9537/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9538/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9539/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9540/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9541/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 9542/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      " 9543/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 9544/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9545/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 9546/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9547/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9548/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9549/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9550/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9551/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9552/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9553/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9554/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      " 9555/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9556/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9557/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9558/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9559/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9560/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9561/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9562/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9563/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9564/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9565/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9566/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9567/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9568/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9569/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9570/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 9571/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9572/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9573/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9574/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9575/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9576/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9577/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9578/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9579/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9580/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9581/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9582/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9583/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9584/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9585/15625 : |none~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      " 9586/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9587/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9588/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9589/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9590/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9591/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9592/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9593/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9594/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9595/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9596/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9597/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9598/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9599/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9600/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9601/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9602/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9603/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9604/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9605/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9606/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9607/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9608/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9609/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9610/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9611/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9612/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9613/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9614/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9615/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9616/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9617/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9618/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9619/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9620/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9621/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9622/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9623/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9624/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9625/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9626/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9627/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9628/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9629/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9630/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9631/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9632/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9633/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9634/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9635/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 9636/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9637/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9638/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9639/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9640/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9641/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9642/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9643/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9644/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9645/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      " 9646/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9647/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9648/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9649/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9650/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 9651/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9652/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9653/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 9654/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9655/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9656/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9657/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9658/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9659/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9660/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9661/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9662/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9663/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9664/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9665/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9666/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9667/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9668/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9669/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 9670/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9671/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      " 9672/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 9673/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9674/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9675/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 9676/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9677/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 9678/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9679/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9680/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9681/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 9682/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9683/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9684/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9685/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9686/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9687/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9688/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9689/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9690/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9691/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9692/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9693/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9694/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9695/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9696/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9697/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9698/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9699/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9700/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9701/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9702/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9703/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9704/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9705/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9706/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9707/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9708/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9709/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9710/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9711/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9712/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9713/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9714/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9715/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 9716/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9717/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9718/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9719/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9720/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9721/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9722/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 9723/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9724/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9725/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9726/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9727/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9728/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9729/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9730/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 9731/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9732/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9733/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9734/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 9735/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      " 9736/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9737/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9738/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      " 9739/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9740/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9741/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9742/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9743/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9744/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 9745/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9746/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9747/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9748/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9749/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9750/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9751/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9752/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9753/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9754/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9755/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9756/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9757/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9758/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9759/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9760/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9761/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 9762/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9763/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9764/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9765/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9766/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9767/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9768/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9769/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9770/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9771/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9772/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      " 9773/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9774/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9775/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9776/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9777/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9778/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9779/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9780/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9781/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9782/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9783/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 9784/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9785/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9786/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 9787/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9788/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9789/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9790/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9791/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9792/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9793/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9794/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9795/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9796/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9797/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9798/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9799/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9800/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9801/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 9802/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9803/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9804/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9805/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9806/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      " 9807/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9808/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9809/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9810/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9811/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      " 9812/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9813/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9814/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9815/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 9816/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9817/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9818/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9819/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 9820/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      " 9821/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9822/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9823/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9824/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 9825/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9826/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9827/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      " 9828/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9829/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9830/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9831/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9832/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9833/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9834/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9835/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9836/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9837/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      " 9838/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9839/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9840/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9841/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9842/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9843/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9844/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9845/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9846/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9847/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9848/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9849/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9850/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      " 9851/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9852/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      " 9853/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9854/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9855/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9856/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      " 9857/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9858/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9859/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9860/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9861/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9862/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      " 9863/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 9864/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9865/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9866/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      " 9867/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9868/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9869/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9870/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      " 9871/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      " 9872/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9873/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9874/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9875/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9876/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9877/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9878/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9879/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9880/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 9881/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9882/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9883/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9884/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9885/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9886/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9887/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9888/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      " 9889/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9890/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9891/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      " 9892/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9893/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      " 9894/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9895/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 9896/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      " 9897/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9898/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9899/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9900/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9901/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9902/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9903/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9904/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9905/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      " 9906/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      " 9907/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9908/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9909/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9910/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 9911/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9912/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9913/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      " 9914/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9915/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9916/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9917/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9918/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9919/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9920/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9921/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9922/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      " 9923/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      " 9924/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      " 9925/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9926/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 9927/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9928/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9929/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 9930/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9931/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      " 9932/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9933/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      " 9934/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      " 9935/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9936/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9937/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9938/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      " 9939/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9940/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      " 9941/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9942/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9943/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9944/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      " 9945/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      " 9946/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9947/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      " 9948/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 9949/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      " 9950/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9951/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      " 9952/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9953/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9954/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      " 9955/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      " 9956/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9957/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      " 9958/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      " 9959/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9960/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9961/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9962/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9963/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9964/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      " 9965/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      " 9966/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9967/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9968/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      " 9969/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9970/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      " 9971/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9972/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      " 9973/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      " 9974/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9975/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9976/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      " 9977/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9978/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      " 9979/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      " 9980/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      " 9981/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9982/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9983/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      " 9984/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9985/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9986/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      " 9987/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9988/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      " 9989/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      " 9990/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      " 9991/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9992/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      " 9993/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      " 9994/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      " 9995/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      " 9996/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      " 9997/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      " 9998/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      " 9999/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10000/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10001/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10002/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10003/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10004/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10005/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10006/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10007/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10008/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "10009/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10010/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10011/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10012/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10013/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10014/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10015/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10016/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10017/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "10018/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10019/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10020/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10021/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10022/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10023/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10024/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10025/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10026/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10027/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10028/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10029/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10030/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10031/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10032/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10033/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10034/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10035/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10036/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "10037/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10038/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10039/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "10040/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10041/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10042/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10043/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10044/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10045/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "10046/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10047/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10048/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10049/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10050/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10051/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10052/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10053/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10054/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10055/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10056/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10057/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "10058/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10059/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10060/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10061/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "10062/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10063/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10064/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10065/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10066/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10067/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10068/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10069/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10070/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10071/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10072/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10073/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10074/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10075/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10076/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10077/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10078/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10079/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10080/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "10081/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10082/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10083/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "10084/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10085/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10086/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10087/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10088/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "10089/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "10090/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10091/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10092/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10093/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10094/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10095/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10096/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10097/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10098/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10099/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10100/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10101/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10102/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10103/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10104/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10105/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10106/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10107/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10108/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "10109/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10110/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10111/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10112/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10113/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10114/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10115/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10116/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "10117/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10118/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10119/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10120/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10121/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10122/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10123/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10124/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10125/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10126/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10127/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10128/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10129/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10130/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10131/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10132/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "10133/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10134/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "10135/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "10136/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10137/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "10138/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10139/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10140/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10141/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10142/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10143/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "10144/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10145/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10146/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "10147/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "10148/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "10149/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10150/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10151/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10152/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10153/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "10154/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10155/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10156/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10157/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10158/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10159/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10160/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "10161/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10162/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10163/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10164/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10165/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10166/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10167/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "10168/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10169/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "10170/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10171/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10172/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10173/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10174/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10175/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10176/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10177/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10178/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10179/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10180/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10181/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10182/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "10183/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10184/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10185/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "10186/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10187/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10188/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10189/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10190/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10191/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "10192/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10193/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10194/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10195/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10196/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "10197/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10198/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10199/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10200/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10201/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10202/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10203/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10204/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10205/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10206/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10207/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10208/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10209/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10210/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10211/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10212/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10213/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10214/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "10215/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10216/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10217/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10218/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10219/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10220/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10221/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10222/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "10223/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10224/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10225/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10226/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10227/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10228/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10229/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10230/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10231/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10232/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10233/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10234/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10235/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10236/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10237/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10238/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10239/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10240/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10241/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10242/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10243/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "10244/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10245/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10246/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10247/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10248/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10249/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10250/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10251/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10252/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10253/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10254/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10255/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10256/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10257/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10258/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10259/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "10260/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "10261/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10262/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10263/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10264/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10265/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10266/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "10267/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10268/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10269/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10270/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "10271/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10272/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10273/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "10274/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10275/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10276/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10277/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10278/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10279/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10280/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10281/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10282/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10283/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10284/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      "10285/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10286/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10287/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10288/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10289/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10290/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10291/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10292/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10293/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "10294/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10295/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10296/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10297/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10298/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10299/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10300/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "10301/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "10302/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10303/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10304/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "10305/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10306/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10307/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10308/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "10309/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10310/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10311/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "10312/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10313/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10314/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10315/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10316/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10317/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10318/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "10319/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10320/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10321/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10322/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10323/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10324/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10325/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10326/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10327/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10328/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "10329/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10330/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10331/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10332/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10333/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10334/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10335/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10336/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10337/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10338/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10339/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10340/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10341/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "10342/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10343/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10344/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10345/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10346/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10347/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10348/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10349/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10350/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10351/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10352/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10353/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10354/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10355/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10356/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10357/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "10358/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10359/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10360/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10361/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10362/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10363/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10364/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10365/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10366/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10367/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10368/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10369/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10370/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10371/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10372/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10373/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10374/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10375/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10376/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10377/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10378/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10379/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10380/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10381/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10382/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "10383/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10384/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10385/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10386/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10387/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10388/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10389/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10390/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "10391/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10392/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10393/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10394/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10395/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10396/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10397/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10398/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10399/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10400/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10401/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10402/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10403/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10404/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10405/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10406/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10407/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10408/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10409/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10410/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10411/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10412/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10413/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "10414/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10415/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10416/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10417/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10418/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10419/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10420/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10421/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10422/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10423/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10424/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10425/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10426/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10427/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10428/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10429/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10430/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10431/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "10432/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10433/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10434/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "10435/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10436/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10437/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10438/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10439/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10440/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10441/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10442/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10443/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "10444/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10445/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10446/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10447/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10448/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10449/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      "10450/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10451/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10452/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "10453/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10454/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10455/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10456/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10457/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "10458/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10459/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10460/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10461/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10462/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10463/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10464/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10465/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "10466/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10467/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10468/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10469/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10470/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10471/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10472/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "10473/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "10474/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10475/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10476/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10477/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10478/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10479/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10480/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10481/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10482/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10483/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10484/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "10485/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10486/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10487/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10488/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10489/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10490/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10491/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10492/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10493/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10494/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10495/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10496/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10497/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10498/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "10499/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10500/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10501/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "10502/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "10503/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "10504/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10505/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10506/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10507/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10508/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10509/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10510/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10511/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10512/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10513/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10514/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10515/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10516/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "10517/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10518/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10519/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10520/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10521/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10522/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10523/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10524/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10525/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "10526/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10527/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10528/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "10529/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10530/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10531/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10532/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10533/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10534/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10535/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "10536/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10537/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10538/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10539/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10540/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10541/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10542/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10543/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10544/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10545/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10546/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10547/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "10548/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10549/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10550/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10551/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10552/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10553/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10554/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "10555/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10556/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10557/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10558/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10559/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10560/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10561/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10562/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "10563/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10564/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10565/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10566/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10567/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10568/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10569/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10570/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10571/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10572/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10573/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10574/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10575/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10576/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10577/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10578/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10579/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10580/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10581/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10582/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "10583/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10584/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10585/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10586/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10587/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10588/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10589/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10590/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10591/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10592/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10593/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10594/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10595/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10596/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "10597/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10598/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10599/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10600/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10601/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10602/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10603/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10604/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10605/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10606/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10607/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10608/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10609/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10610/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10611/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10612/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10613/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10614/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10615/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10616/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10617/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10618/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10619/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10620/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10621/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10622/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "10623/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10624/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10625/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10626/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "10627/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10628/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10629/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10630/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10631/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10632/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10633/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10634/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10635/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10636/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "10637/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10638/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10639/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10640/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "10641/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10642/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10643/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "10644/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10645/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10646/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10647/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10648/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10649/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10650/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10651/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10652/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "10653/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10654/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10655/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10656/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10657/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10658/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10659/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "10660/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10661/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10662/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10663/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10664/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "10665/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10666/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10667/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10668/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10669/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10670/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10671/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10672/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10673/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "10674/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10675/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10676/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10677/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10678/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "10679/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10680/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10681/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10682/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10683/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "10684/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10685/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10686/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10687/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10688/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10689/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10690/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10691/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10692/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10693/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "10694/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10695/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10696/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10697/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10698/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10699/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10700/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10701/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10702/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "10703/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10704/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10705/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10706/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10707/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10708/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10709/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10710/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10711/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10712/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10713/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10714/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10715/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10716/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "10717/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10718/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10719/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10720/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10721/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10722/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10723/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10724/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10725/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10726/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10727/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10728/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "10729/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10730/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10731/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10732/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10733/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10734/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10735/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10736/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "10737/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10738/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "10739/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10740/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10741/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10742/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10743/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10744/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10745/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10746/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10747/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10748/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10749/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10750/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "10751/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10752/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10753/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10754/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10755/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10756/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10757/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10758/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10759/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10760/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10761/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10762/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10763/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "10764/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10765/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10766/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10767/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10768/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10769/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10770/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10771/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10772/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10773/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10774/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10775/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10776/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10777/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10778/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10779/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10780/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "10781/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10782/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10783/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "10784/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10785/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10786/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10787/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "10788/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10789/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10790/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10791/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10792/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10793/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10794/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10795/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10796/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10797/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "10798/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10799/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10800/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10801/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "10802/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10803/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10804/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10805/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10806/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10807/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10808/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10809/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10810/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10811/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10812/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10813/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10814/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10815/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "10816/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10817/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10818/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10819/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10820/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10821/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10822/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10823/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10824/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10825/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10826/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10827/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10828/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10829/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10830/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10831/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "10832/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10833/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10834/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10835/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "10836/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10837/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10838/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10839/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "10840/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10841/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10842/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10843/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10844/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10845/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10846/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10847/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10848/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10849/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10850/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10851/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "10852/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "10853/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10854/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "10855/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10856/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10857/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10858/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10859/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10860/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10861/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10862/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10863/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10864/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10865/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10866/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10867/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10868/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "10869/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10870/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "10871/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10872/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10873/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10874/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10875/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "10876/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "10877/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10878/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10879/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10880/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10881/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10882/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10883/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10884/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10885/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "10886/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10887/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10888/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10889/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10890/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10891/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10892/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10893/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10894/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10895/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10896/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10897/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10898/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10899/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10900/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "10901/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "10902/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10903/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10904/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10905/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10906/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10907/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10908/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10909/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10910/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "10911/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10912/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10913/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "10914/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10915/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10916/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "10917/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10918/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "10919/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10920/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10921/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "10922/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10923/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10924/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10925/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10926/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10927/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "10928/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10929/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10930/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10931/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "10932/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10933/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10934/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10935/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10936/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10937/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10938/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10939/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10940/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10941/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "10942/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10943/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10944/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "10945/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10946/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10947/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "10948/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10949/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "10950/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "10951/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "10952/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10953/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10954/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10955/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "10956/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10957/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10958/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10959/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10960/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10961/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10962/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10963/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10964/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10965/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10966/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10967/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10968/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "10969/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10970/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "10971/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10972/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "10973/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10974/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10975/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10976/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10977/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10978/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "10979/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10980/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "10981/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10982/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "10983/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "10984/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "10985/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "10986/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "10987/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "10988/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "10989/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "10990/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "10991/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "10992/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "10993/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "10994/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "10995/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "10996/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "10997/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "10998/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "10999/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11000/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11001/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11002/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11003/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11004/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11005/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11006/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11007/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11008/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11009/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11010/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11011/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11012/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11013/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11014/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11015/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11016/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11017/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11018/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11019/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "11020/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "11021/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "11022/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11023/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11024/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "11025/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "11026/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11027/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11028/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11029/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11030/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11031/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11032/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11033/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11034/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11035/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11036/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11037/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11038/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11039/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11040/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11041/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11042/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11043/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11044/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11045/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11046/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11047/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11048/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11049/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11050/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11051/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11052/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "11053/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11054/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "11055/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11056/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11057/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11058/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11059/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "11060/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11061/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11062/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11063/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11064/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11065/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11066/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "11067/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "11068/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11069/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11070/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11071/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "11072/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11073/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "11074/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "11075/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11076/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11077/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "11078/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11079/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "11080/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11081/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11082/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11083/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11084/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11085/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11086/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11087/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11088/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11089/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11090/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11091/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "11092/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "11093/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11094/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "11095/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11096/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11097/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11098/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11099/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11100/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11101/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11102/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11103/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11104/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11105/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11106/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11107/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11108/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11109/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11110/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11111/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11112/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11113/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "11114/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11115/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11116/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11117/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11118/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11119/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11120/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11121/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "11122/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11123/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11124/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11125/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11126/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "11127/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11128/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11129/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11130/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11131/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11132/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11133/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11134/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11135/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11136/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "11137/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11138/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11139/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11140/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11141/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11142/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11143/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "11144/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11145/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11146/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11147/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11148/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11149/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11150/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11151/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11152/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11153/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11154/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "11155/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "11156/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11157/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11158/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11159/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11160/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "11161/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11162/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11163/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "11164/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11165/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11166/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11167/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11168/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "11169/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11170/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11171/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11172/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11173/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11174/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11175/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11176/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11177/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "11178/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11179/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11180/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11181/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11182/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11183/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11184/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "11185/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11186/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11187/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11188/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11189/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "11190/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11191/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11192/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11193/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11194/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11195/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11196/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11197/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11198/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11199/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11200/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11201/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11202/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11203/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11204/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11205/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11206/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11207/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11208/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "11209/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "11210/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11211/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11212/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11213/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11214/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "11215/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11216/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11217/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11218/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "11219/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "11220/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11221/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11222/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "11223/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11224/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11225/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11226/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11227/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11228/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11229/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11230/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11231/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "11232/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11233/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11234/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "11235/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11236/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11237/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11238/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11239/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11240/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11241/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11242/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11243/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11244/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11245/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11246/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11247/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11248/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "11249/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11250/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "11251/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11252/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11253/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11254/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11255/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11256/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11257/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11258/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11259/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11260/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11261/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "11262/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "11263/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "11264/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11265/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "11266/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11267/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11268/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11269/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "11270/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11271/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11272/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11273/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11274/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11275/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11276/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11277/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11278/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11279/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11280/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "11281/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11282/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11283/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11284/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11285/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "11286/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11287/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11288/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11289/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11290/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11291/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11292/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "11293/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11294/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11295/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11296/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11297/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11298/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11299/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11300/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11301/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11302/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11303/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11304/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11305/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "11306/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "11307/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11308/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11309/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11310/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11311/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11312/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11313/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11314/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11315/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11316/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11317/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11318/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11319/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11320/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "11321/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11322/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11323/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11324/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11325/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11326/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11327/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11328/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11329/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11330/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11331/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11332/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11333/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11334/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11335/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11336/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "11337/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11338/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11339/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11340/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11341/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11342/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11343/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11344/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11345/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11346/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11347/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "11348/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11349/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11350/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11351/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11352/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "11353/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11354/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11355/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11356/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11357/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11358/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11359/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11360/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11361/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11362/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11363/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11364/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11365/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11366/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "11367/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11368/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11369/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11370/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11371/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11372/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11373/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "11374/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11375/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11376/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11377/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11378/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11379/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11380/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "11381/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11382/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "11383/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11384/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11385/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11386/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11387/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11388/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11389/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11390/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "11391/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11392/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11393/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "11394/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11395/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11396/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11397/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11398/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "11399/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11400/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "11401/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11402/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11403/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "11404/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11405/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11406/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11407/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11408/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11409/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11410/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11411/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11412/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11413/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "11414/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11415/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "11416/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11417/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11418/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11419/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11420/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11421/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "11422/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11423/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11424/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11425/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11426/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "11427/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11428/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11429/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11430/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11431/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11432/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11433/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11434/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "11435/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11436/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11437/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11438/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11439/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11440/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11441/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11442/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11443/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11444/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "11445/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11446/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11447/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "11448/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11449/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "11450/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11451/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11452/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11453/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "11454/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11455/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11456/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11457/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11458/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11459/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11460/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "11461/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11462/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11463/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11464/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "11465/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "11466/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11467/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11468/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11469/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11470/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11471/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11472/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11473/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11474/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11475/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "11476/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11477/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11478/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11479/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "11480/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11481/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11482/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11483/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11484/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "11485/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11486/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11487/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11488/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11489/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11490/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11491/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11492/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11493/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11494/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11495/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11496/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11497/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "11498/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11499/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11500/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11501/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "11502/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "11503/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11504/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11505/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11506/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11507/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11508/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11509/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11510/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11511/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11512/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11513/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11514/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11515/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11516/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11517/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11518/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11519/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11520/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11521/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11522/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "11523/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11524/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11525/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11526/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "11527/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11528/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11529/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11530/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11531/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "11532/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11533/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11534/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11535/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11536/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11537/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11538/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "11539/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11540/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "11541/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "11542/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11543/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11544/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11545/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "11546/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11547/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11548/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11549/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11550/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11551/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "11552/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11553/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11554/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "11555/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11556/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "11557/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11558/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11559/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11560/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11561/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11562/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "11563/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11564/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11565/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11566/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11567/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11568/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11569/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11570/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "11571/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11572/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "11573/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11574/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11575/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11576/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11577/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11578/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11579/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11580/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "11581/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "11582/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11583/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11584/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11585/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11586/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11587/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11588/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11589/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11590/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11591/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11592/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11593/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11594/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "11595/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11596/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11597/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11598/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11599/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11600/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11601/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11602/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11603/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11604/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11605/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "11606/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11607/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "11608/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "11609/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11610/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11611/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11612/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11613/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "11614/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11615/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11616/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "11617/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11618/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11619/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11620/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11621/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11622/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "11623/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "11624/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11625/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11626/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11627/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11628/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11629/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "11630/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11631/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11632/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11633/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11634/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11635/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "11636/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11637/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11638/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11639/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11640/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11641/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11642/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "11643/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "11644/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11645/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "11646/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11647/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11648/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11649/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11650/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11651/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11652/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11653/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11654/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11655/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11656/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11657/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "11658/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11659/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11660/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "11661/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11662/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11663/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11664/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11665/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11666/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11667/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11668/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11669/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "11670/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11671/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11672/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11673/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11674/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11675/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11676/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "11677/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11678/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11679/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11680/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "11681/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11682/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11683/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11684/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11685/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "11686/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11687/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11688/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11689/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "11690/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11691/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11692/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "11693/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11694/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11695/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11696/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11697/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11698/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11699/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11700/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11701/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "11702/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11703/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11704/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11705/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11706/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11707/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11708/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11709/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11710/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11711/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11712/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11713/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "11714/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11715/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "11716/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11717/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11718/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11719/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11720/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11721/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "11722/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11723/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11724/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11725/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "11726/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11727/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11728/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11729/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11730/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11731/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11732/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11733/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11734/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11735/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11736/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11737/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11738/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11739/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11740/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "11741/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11742/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11743/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11744/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11745/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11746/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "11747/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11748/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11749/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11750/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "11751/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11752/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "11753/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11754/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11755/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11756/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11757/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11758/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11759/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11760/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11761/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11762/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11763/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11764/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11765/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11766/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11767/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11768/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11769/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11770/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11771/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11772/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11773/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11774/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11775/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11776/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "11777/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "11778/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11779/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11780/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "11781/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "11782/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "11783/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11784/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11785/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11786/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11787/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11788/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11789/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11790/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11791/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "11792/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11793/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11794/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "11795/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11796/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "11797/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11798/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "11799/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11800/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "11801/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "11802/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11803/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11804/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "11805/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11806/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11807/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11808/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11809/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11810/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11811/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11812/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11813/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11814/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11815/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "11816/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11817/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11818/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11819/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11820/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11821/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11822/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11823/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11824/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11825/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "11826/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "11827/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "11828/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11829/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11830/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11831/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11832/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11833/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11834/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11835/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11836/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11837/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11838/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "11839/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "11840/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11841/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11842/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11843/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11844/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11845/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11846/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11847/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11848/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11849/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11850/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11851/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11852/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "11853/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11854/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "11855/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11856/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "11857/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11858/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11859/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "11860/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "11861/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11862/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11863/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11864/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11865/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "11866/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11867/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "11868/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11869/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11870/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11871/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11872/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11873/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11874/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11875/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11876/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11877/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "11878/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11879/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11880/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11881/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11882/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11883/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "11884/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11885/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11886/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11887/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11888/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11889/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "11890/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11891/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "11892/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11893/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11894/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11895/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11896/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11897/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11898/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11899/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11900/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11901/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11902/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11903/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11904/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "11905/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "11906/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11907/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11908/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "11909/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "11910/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11911/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11912/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "11913/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "11914/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11915/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11916/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11917/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11918/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11919/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "11920/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11921/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "11922/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11923/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "11924/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "11925/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11926/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11927/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11928/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11929/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11930/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "11931/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11932/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11933/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11934/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11935/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11936/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "11937/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11938/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11939/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "11940/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11941/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11942/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11943/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "11944/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "11945/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11946/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "11947/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11948/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11949/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11950/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "11951/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11952/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11953/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "11954/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11955/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "11956/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11957/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "11958/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "11959/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "11960/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "11961/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "11962/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11963/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11964/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11965/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11966/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11967/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11968/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "11969/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "11970/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "11971/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11972/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "11973/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11974/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11975/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11976/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "11977/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "11978/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11979/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11980/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11981/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "11982/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "11983/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11984/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "11985/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "11986/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "11987/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11988/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "11989/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "11990/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "11991/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "11992/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "11993/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11994/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "11995/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11996/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "11997/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "11998/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "11999/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12000/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12001/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12002/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12003/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12004/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12005/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12006/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12007/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12008/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12009/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12010/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12011/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12012/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12013/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12014/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12015/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12016/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12017/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12018/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12019/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12020/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12021/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12022/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12023/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12024/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12025/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12026/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12027/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12028/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12029/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12030/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12031/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12032/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12033/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "12034/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12035/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12036/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "12037/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12038/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "12039/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12040/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12041/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12042/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12043/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12044/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12045/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12046/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "12047/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12048/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12049/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12050/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12051/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12052/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "12053/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12054/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "12055/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12056/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12057/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12058/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "12059/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12060/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12061/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12062/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12063/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12064/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12065/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12066/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12067/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12068/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12069/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12070/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12071/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12072/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "12073/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12074/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12075/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12076/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12077/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12078/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12079/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12080/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12081/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12082/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12083/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12084/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12085/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12086/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12087/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12088/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12089/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12090/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12091/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "12092/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12093/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12094/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12095/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "12096/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "12097/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12098/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12099/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12100/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12101/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12102/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12103/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "12104/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12105/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12106/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12107/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12108/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12109/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12110/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12111/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12112/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12113/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "12114/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12115/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12116/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12117/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12118/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12119/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12120/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12121/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12122/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "12123/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12124/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12125/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12126/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12127/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12128/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12129/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12130/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12131/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12132/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12133/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "12134/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12135/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "12136/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12137/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12138/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12139/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "12140/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "12141/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12142/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12143/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12144/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12145/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "12146/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12147/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "12148/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12149/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12150/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "12151/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12152/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12153/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12154/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12155/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12156/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12157/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12158/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12159/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12160/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12161/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12162/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12163/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12164/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12165/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12166/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12167/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12168/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12169/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12170/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12171/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "12172/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12173/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12174/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12175/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12176/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12177/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "12178/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12179/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12180/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12181/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "12182/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12183/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12184/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12185/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12186/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12187/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "12188/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12189/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "12190/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12191/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12192/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12193/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12194/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12195/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12196/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12197/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12198/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12199/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12200/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12201/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12202/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12203/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12204/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "12205/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12206/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12207/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12208/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12209/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12210/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12211/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12212/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12213/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12214/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12215/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12216/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12217/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12218/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12219/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12220/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12221/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12222/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12223/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12224/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12225/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12226/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12227/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12228/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12229/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12230/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12231/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "12232/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12233/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "12234/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12235/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "12236/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12237/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12238/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "12239/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12240/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12241/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12242/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12243/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12244/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12245/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12246/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12247/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12248/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12249/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "12250/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "12251/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12252/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12253/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12254/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12255/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12256/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "12257/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12258/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12259/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12260/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12261/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12262/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12263/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12264/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12265/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "12266/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "12267/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12268/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12269/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12270/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12271/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12272/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12273/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12274/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12275/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12276/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12277/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12278/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12279/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "12280/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12281/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12282/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12283/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12284/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12285/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12286/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "12287/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "12288/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12289/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12290/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12291/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12292/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "12293/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12294/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12295/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12296/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12297/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "12298/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12299/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12300/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12301/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12302/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "12303/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12304/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12305/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "12306/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12307/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12308/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "12309/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12310/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12311/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12312/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12313/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12314/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12315/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12316/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12317/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12318/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "12319/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12320/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12321/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "12322/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12323/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12324/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12325/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12326/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12327/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12328/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "12329/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "12330/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12331/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12332/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12333/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12334/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12335/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12336/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12337/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12338/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "12339/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12340/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12341/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "12342/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12343/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12344/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12345/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12346/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12347/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12348/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "12349/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12350/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "12351/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12352/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12353/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12354/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12355/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12356/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12357/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12358/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "12359/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "12360/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12361/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12362/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12363/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12364/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "12365/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12366/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12367/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12368/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12369/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12370/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "12371/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12372/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12373/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12374/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12375/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12376/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "12377/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12378/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12379/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12380/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12381/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12382/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12383/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12384/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12385/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "12386/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12387/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "12388/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12389/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12390/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12391/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "12392/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "12393/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12394/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12395/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12396/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12397/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12398/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12399/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12400/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12401/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12402/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12403/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12404/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12405/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12406/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12407/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12408/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12409/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12410/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12411/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12412/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12413/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12414/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "12415/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "12416/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12417/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12418/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12419/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12420/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "12421/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12422/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12423/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "12424/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12425/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12426/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12427/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "12428/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12429/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12430/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "12431/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12432/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12433/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12434/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12435/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12436/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12437/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "12438/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "12439/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "12440/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12441/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12442/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12443/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "12444/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12445/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12446/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12447/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "12448/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "12449/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12450/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12451/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12452/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12453/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12454/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12455/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12456/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12457/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12458/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "12459/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "12460/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12461/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12462/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "12463/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12464/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12465/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12466/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12467/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12468/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12469/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12470/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12471/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12472/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12473/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12474/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12475/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "12476/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12477/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12478/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12479/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12480/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12481/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12482/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12483/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12484/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12485/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12486/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12487/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12488/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12489/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12490/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12491/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12492/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12493/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12494/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "12495/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12496/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12497/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12498/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12499/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12500/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12501/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12502/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12503/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12504/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12505/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "12506/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "12507/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "12508/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12509/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12510/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12511/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12512/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12513/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "12514/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12515/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12516/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "12517/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12518/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12519/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12520/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12521/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12522/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12523/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12524/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12525/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12526/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12527/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12528/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12529/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12530/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12531/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12532/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12533/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12534/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12535/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12536/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12537/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12538/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12539/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12540/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "12541/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12542/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12543/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12544/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12545/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12546/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12547/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "12548/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12549/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12550/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12551/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12552/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12553/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12554/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12555/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12556/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12557/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12558/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12559/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "12560/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12561/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "12562/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12563/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "12564/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12565/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12566/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "12567/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "12568/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12569/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12570/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12571/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12572/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12573/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "12574/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12575/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12576/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12577/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12578/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12579/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12580/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12581/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12582/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12583/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12584/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12585/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12586/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12587/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12588/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12589/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12590/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12591/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12592/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12593/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12594/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12595/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12596/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12597/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12598/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12599/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12600/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12601/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12602/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "12603/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12604/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12605/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12606/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12607/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "12608/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12609/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12610/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12611/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "12612/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12613/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12614/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "12615/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "12616/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12617/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12618/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12619/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12620/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12621/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "12622/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12623/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "12624/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12625/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12626/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12627/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12628/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12629/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12630/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12631/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12632/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12633/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12634/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12635/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12636/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12637/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12638/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12639/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12640/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12641/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12642/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12643/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12644/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "12645/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "12646/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12647/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12648/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12649/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12650/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12651/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "12652/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12653/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12654/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12655/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12656/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "12657/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12658/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12659/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12660/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12661/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12662/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12663/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12664/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12665/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12666/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12667/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12668/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "12669/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12670/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12671/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12672/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12673/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12674/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12675/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12676/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12677/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12678/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "12679/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12680/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12681/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "12682/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12683/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12684/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12685/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12686/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "12687/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12688/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12689/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12690/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12691/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12692/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12693/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12694/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12695/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12696/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12697/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12698/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12699/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12700/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12701/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12702/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12703/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12704/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12705/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12706/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12707/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12708/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12709/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12710/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12711/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "12712/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12713/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12714/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12715/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12716/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12717/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12718/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12719/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12720/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12721/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12722/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12723/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12724/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12725/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12726/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12727/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12728/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "12729/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12730/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12731/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12732/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12733/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12734/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "12735/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "12736/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12737/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12738/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12739/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12740/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12741/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12742/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12743/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12744/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12745/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12746/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "12747/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12748/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12749/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12750/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12751/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12752/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12753/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12754/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "12755/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "12756/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12757/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12758/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12759/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12760/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "12761/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12762/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "12763/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12764/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12765/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12766/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12767/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12768/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12769/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12770/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "12771/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12772/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12773/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12774/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12775/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12776/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12777/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12778/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "12779/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12780/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12781/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12782/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12783/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12784/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12785/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12786/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "12787/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12788/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12789/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12790/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12791/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12792/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12793/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12794/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12795/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12796/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12797/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12798/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12799/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12800/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12801/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12802/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12803/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12804/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12805/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12806/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12807/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12808/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12809/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12810/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12811/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12812/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12813/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12814/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12815/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "12816/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "12817/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "12818/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      "12819/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12820/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12821/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12822/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12823/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12824/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "12825/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12826/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "12827/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12828/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12829/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12830/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12831/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12832/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12833/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12834/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "12835/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12836/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "12837/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12838/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12839/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12840/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12841/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "12842/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "12843/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12844/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12845/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12846/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12847/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12848/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12849/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12850/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "12851/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12852/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "12853/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12854/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "12855/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12856/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12857/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "12858/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12859/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "12860/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12861/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12862/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12863/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12864/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12865/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12866/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12867/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "12868/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12869/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12870/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12871/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12872/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12873/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12874/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12875/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12876/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "12877/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12878/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12879/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12880/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12881/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "12882/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12883/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12884/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "12885/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12886/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12887/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12888/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12889/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12890/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12891/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12892/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "12893/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12894/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "12895/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "12896/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "12897/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12898/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12899/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12900/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12901/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "12902/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "12903/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "12904/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12905/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "12906/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "12907/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12908/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12909/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12910/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12911/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12912/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "12913/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12914/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12915/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "12916/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12917/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12918/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "12919/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12920/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12921/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12922/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12923/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12924/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12925/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12926/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12927/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "12928/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12929/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12930/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "12931/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12932/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12933/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "12934/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12935/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12936/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "12937/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12938/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12939/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12940/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12941/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12942/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "12943/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12944/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12945/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12946/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12947/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12948/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "12949/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12950/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "12951/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "12952/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "12953/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12954/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12955/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12956/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "12957/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12958/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12959/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "12960/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "12961/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "12962/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12963/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12964/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "12965/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "12966/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "12967/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12968/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "12969/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12970/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "12971/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12972/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "12973/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12974/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12975/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12976/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "12977/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12978/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12979/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12980/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "12981/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "12982/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "12983/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "12984/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12985/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "12986/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12987/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "12988/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "12989/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "12990/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "12991/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "12992/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "12993/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "12994/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "12995/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "12996/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "12997/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "12998/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "12999/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13000/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13001/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "13002/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13003/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "13004/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13005/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13006/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "13007/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13008/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13009/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13010/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13011/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "13012/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13013/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13014/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13015/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13016/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13017/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13018/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13019/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13020/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13021/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "13022/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13023/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13024/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13025/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13026/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13027/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13028/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13029/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13030/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13031/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13032/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13033/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13034/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "13035/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13036/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13037/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13038/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13039/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13040/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13041/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13042/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13043/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13044/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13045/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13046/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13047/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "13048/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13049/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13050/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "13051/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13052/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13053/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13054/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13055/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13056/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13057/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13058/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13059/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "13060/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13061/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "13062/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13063/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13064/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13065/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13066/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13067/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13068/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13069/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13070/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13071/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13072/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13073/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13074/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13075/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13076/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13077/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13078/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13079/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13080/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13081/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13082/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13083/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13084/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13085/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13086/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13087/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "13088/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13089/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13090/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13091/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13092/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13093/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "13094/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "13095/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "13096/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13097/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "13098/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13099/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13100/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13101/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13102/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13103/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "13104/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13105/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13106/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13107/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13108/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13109/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13110/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13111/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13112/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13113/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13114/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13115/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13116/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "13117/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13118/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13119/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "13120/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13121/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13122/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13123/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13124/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13125/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13126/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13127/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13128/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13129/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13130/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13131/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13132/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13133/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "13134/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13135/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13136/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13137/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13138/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13139/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13140/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "13141/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13142/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13143/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13144/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13145/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13146/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13147/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13148/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13149/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13150/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13151/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13152/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13153/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "13154/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13155/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13156/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13157/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13158/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "13159/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13160/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13161/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13162/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13163/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13164/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13165/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13166/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13167/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13168/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13169/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13170/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "13171/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13172/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13173/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13174/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13175/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13176/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "13177/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13178/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13179/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13180/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13181/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "13182/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13183/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13184/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "13185/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13186/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13187/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13188/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13189/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13190/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13191/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13192/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13193/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13194/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13195/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13196/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13197/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13198/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13199/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13200/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13201/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13202/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13203/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13204/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13205/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13206/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13207/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13208/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13209/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13210/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13211/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13212/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "13213/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13214/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13215/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "13216/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13217/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13218/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13219/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13220/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13221/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13222/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "13223/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13224/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "13225/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13226/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13227/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13228/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13229/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "13230/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13231/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13232/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13233/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "13234/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13235/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13236/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13237/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13238/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13239/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13240/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "13241/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13242/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13243/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13244/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13245/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13246/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13247/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13248/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13249/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13250/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13251/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13252/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13253/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13254/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13255/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "13256/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13257/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13258/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13259/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13260/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13261/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13262/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13263/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13264/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13265/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13266/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13267/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13268/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13269/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13270/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13271/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13272/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "13273/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13274/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13275/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "13276/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "13277/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13278/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "13279/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13280/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "13281/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13282/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13283/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13284/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13285/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13286/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13287/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13288/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13289/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13290/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13291/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13292/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13293/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13294/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13295/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13296/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13297/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13298/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13299/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13300/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13301/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13302/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13303/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13304/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13305/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13306/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13307/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13308/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13309/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13310/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13311/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13312/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "13313/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13314/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "13315/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13316/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "13317/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13318/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13319/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "13320/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13321/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13322/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13323/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13324/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13325/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13326/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13327/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "13328/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13329/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13330/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13331/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "13332/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13333/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13334/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13335/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13336/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13337/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13338/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "13339/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13340/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13341/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13342/15625 : |skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13343/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13344/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "13345/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13346/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "13347/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13348/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13349/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13350/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13351/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13352/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13353/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13354/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13355/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13356/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13357/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13358/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "13359/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13360/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "13361/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13362/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13363/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13364/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13365/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "13366/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13367/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13368/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13369/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13370/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13371/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13372/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13373/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13374/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13375/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13376/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13377/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13378/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13379/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13380/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "13381/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "13382/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13383/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13384/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13385/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13386/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13387/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13388/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13389/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "13390/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13391/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "13392/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13393/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13394/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13395/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13396/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13397/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13398/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13399/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13400/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13401/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "13402/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13403/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13404/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13405/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13406/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13407/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13408/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13409/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13410/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13411/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13412/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13413/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "13414/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13415/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13416/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13417/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13418/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13419/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13420/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13421/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "13422/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "13423/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13424/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13425/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13426/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13427/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13428/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13429/15625 : |none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13430/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "13431/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13432/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13433/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13434/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13435/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13436/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13437/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13438/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "13439/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13440/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13441/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13442/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13443/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13444/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13445/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13446/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13447/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "13448/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13449/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13450/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13451/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13452/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13453/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "13454/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13455/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13456/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13457/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13458/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13459/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13460/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13461/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13462/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "13463/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13464/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13465/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13466/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13467/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13468/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13469/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13470/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "13471/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13472/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13473/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13474/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13475/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13476/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "13477/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13478/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13479/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13480/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13481/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13482/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13483/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13484/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13485/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13486/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13487/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13488/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13489/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13490/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13491/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13492/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13493/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13494/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13495/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "13496/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13497/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13498/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13499/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13500/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "13501/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13502/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13503/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13504/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13505/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13506/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13507/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13508/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "13509/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13510/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13511/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13512/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13513/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13514/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "13515/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13516/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13517/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13518/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13519/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13520/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13521/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "13522/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13523/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13524/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13525/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13526/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13527/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13528/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13529/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13530/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13531/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13532/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13533/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13534/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13535/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13536/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "13537/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13538/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13539/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13540/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13541/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13542/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13543/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13544/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13545/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13546/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13547/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13548/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13549/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13550/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "13551/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13552/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13553/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13554/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13555/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13556/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13557/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13558/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13559/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13560/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13561/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13562/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13563/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13564/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13565/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13566/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13567/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13568/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13569/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13570/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13571/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13572/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13573/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13574/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13575/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13576/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13577/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13578/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13579/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13580/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13581/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13582/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13583/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13584/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13585/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13586/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13587/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13588/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13589/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13590/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13591/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13592/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "13593/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13594/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13595/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13596/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13597/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13598/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13599/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13600/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13601/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13602/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13603/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13604/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13605/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13606/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13607/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13608/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13609/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13610/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13611/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "13612/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "13613/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13614/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13615/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13616/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13617/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13618/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "13619/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "13620/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13621/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13622/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13623/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13624/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13625/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13626/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13627/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13628/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13629/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13630/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "13631/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13632/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13633/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "13634/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13635/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13636/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13637/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13638/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13639/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "13640/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13641/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13642/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13643/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13644/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13645/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13646/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13647/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13648/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13649/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13650/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13651/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13652/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13653/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13654/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13655/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "13656/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13657/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13658/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "13659/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "13660/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13661/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13662/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13663/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "13664/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13665/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13666/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13667/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13668/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "13669/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13670/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13671/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13672/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13673/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13674/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "13675/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13676/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13677/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13678/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13679/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13680/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13681/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13682/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13683/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13684/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13685/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13686/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "13687/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13688/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13689/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13690/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13691/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13692/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13693/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "13694/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13695/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13696/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13697/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13698/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13699/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "13700/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13701/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13702/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13703/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "13704/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13705/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13706/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13707/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13708/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13709/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13710/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13711/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13712/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13713/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13714/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13715/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13716/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13717/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13718/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13719/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "13720/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13721/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13722/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "13723/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13724/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "13725/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13726/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13727/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13728/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13729/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13730/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13731/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "13732/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13733/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13734/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "13735/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13736/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13737/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13738/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13739/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13740/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13741/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13742/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13743/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13744/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13745/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13746/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13747/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13748/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13749/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "13750/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "13751/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "13752/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13753/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "13754/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13755/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "13756/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "13757/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13758/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13759/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13760/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "13761/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13762/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13763/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13764/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13765/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13766/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13767/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13768/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "13769/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "13770/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "13771/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13772/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13773/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13774/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13775/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "13776/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13777/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "13778/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13779/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13780/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13781/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13782/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13783/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13784/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13785/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13786/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13787/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13788/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13789/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13790/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13791/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13792/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13793/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13794/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13795/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13796/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13797/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13798/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "13799/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13800/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13801/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13802/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13803/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13804/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13805/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "13806/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13807/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13808/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13809/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "13810/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13811/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13812/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13813/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13814/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13815/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13816/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13817/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13818/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13819/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13820/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13821/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13822/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13823/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13824/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13825/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13826/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13827/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "13828/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "13829/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "13830/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13831/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13832/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13833/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13834/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13835/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "13836/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13837/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13838/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13839/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "13840/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "13841/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13842/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13843/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13844/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13845/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13846/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "13847/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13848/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "13849/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13850/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13851/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13852/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13853/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13854/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13855/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13856/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13857/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13858/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13859/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13860/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13861/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13862/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "13863/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13864/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13865/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13866/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13867/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13868/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13869/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13870/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13871/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13872/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13873/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13874/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13875/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13876/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13877/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13878/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "13879/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13880/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13881/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13882/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13883/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13884/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13885/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13886/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13887/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13888/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13889/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "13890/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13891/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13892/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13893/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "13894/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13895/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13896/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13897/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13898/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13899/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13900/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13901/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "13902/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13903/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13904/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "13905/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13906/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "13907/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13908/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13909/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13910/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13911/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "13912/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13913/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13914/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13915/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13916/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13917/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13918/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "13919/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "13920/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13921/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "13922/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13923/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13924/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "13925/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13926/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13927/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13928/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "13929/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13930/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13931/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "13932/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13933/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13934/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13935/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13936/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13937/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13938/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13939/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13940/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13941/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13942/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13943/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13944/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "13945/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13946/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13947/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "13948/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13949/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "13950/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "13951/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "13952/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "13953/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "13954/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "13955/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13956/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "13957/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13958/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "13959/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13960/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "13961/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "13962/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13963/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13964/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "13965/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13966/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13967/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "13968/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "13969/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "13970/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13971/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "13972/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "13973/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "13974/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13975/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13976/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "13977/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13978/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "13979/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13980/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "13981/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "13982/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "13983/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "13984/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13985/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "13986/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13987/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "13988/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "13989/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "13990/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "13991/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "13992/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "13993/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "13994/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "13995/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "13996/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "13997/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "13998/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "13999/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14000/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14001/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14002/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14003/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14004/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14005/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14006/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14007/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "14008/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14009/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14010/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14011/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14012/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14013/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "14014/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14015/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "14016/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14017/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14018/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "14019/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14020/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "14021/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14022/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "14023/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "14024/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14025/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14026/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14027/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "14028/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14029/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14030/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "14031/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14032/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14033/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14034/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14035/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14036/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14037/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "14038/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "14039/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14040/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14041/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14042/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14043/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "14044/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14045/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14046/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14047/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14048/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14049/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14050/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14051/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14052/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14053/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14054/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14055/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14056/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "14057/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "14058/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "14059/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14060/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14061/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14062/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14063/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14064/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14065/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14066/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14067/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14068/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "14069/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14070/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "14071/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14072/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14073/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14074/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14075/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14076/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14077/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14078/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14079/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14080/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14081/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14082/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "14083/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14084/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14085/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14086/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14087/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14088/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14089/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "14090/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "14091/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14092/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14093/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14094/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14095/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14096/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14097/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14098/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14099/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14100/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14101/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14102/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14103/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14104/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "14105/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "14106/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14107/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14108/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "14109/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "14110/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14111/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14112/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14113/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14114/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14115/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14116/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14117/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "14118/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14119/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14120/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14121/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14122/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14123/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14124/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14125/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14126/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "14127/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14128/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "14129/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14130/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14131/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14132/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14133/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "14134/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "14135/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14136/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14137/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14138/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "14139/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14140/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14141/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14142/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14143/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14144/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14145/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14146/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "14147/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14148/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14149/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14150/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14151/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14152/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14153/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14154/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14155/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14156/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14157/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14158/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14159/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14160/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14161/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14162/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14163/15625 : |none~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14164/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14165/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14166/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14167/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14168/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14169/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "14170/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14171/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14172/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "14173/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14174/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14175/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14176/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "14177/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14178/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14179/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14180/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14181/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14182/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14183/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14184/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14185/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14186/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "14187/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14188/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14189/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14190/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14191/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14192/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14193/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14194/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14195/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14196/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14197/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14198/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14199/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14200/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14201/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14202/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14203/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14204/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14205/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "14206/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14207/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "14208/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14209/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14210/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14211/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14212/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14213/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14214/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14215/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14216/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14217/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14218/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14219/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14220/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14221/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14222/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14223/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14224/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14225/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14226/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14227/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14228/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "14229/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14230/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "14231/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14232/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14233/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14234/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14235/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14236/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14237/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14238/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14239/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14240/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14241/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "14242/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14243/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "14244/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14245/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14246/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14247/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14248/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14249/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "14250/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "14251/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14252/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14253/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "14254/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14255/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14256/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14257/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14258/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14259/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "14260/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14261/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14262/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14263/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14264/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14265/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14266/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "14267/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "14268/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14269/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "14270/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14271/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14272/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14273/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14274/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14275/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "14276/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14277/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14278/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14279/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14280/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14281/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14282/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14283/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14284/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14285/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14286/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14287/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14288/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14289/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14290/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "14291/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14292/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14293/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14294/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14295/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14296/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14297/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14298/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14299/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14300/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "14301/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "14302/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14303/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14304/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14305/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14306/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "14307/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14308/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "14309/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14310/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14311/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14312/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14313/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14314/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14315/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "14316/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14317/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14318/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14319/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14320/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14321/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14322/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14323/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14324/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14325/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14326/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14327/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14328/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14329/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14330/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14331/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14332/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14333/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14334/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "14335/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14336/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14337/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "14338/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14339/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14340/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14341/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14342/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14343/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14344/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14345/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14346/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14347/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14348/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14349/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14350/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14351/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14352/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14353/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14354/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14355/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14356/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14357/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14358/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14359/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "14360/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "14361/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "14362/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14363/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14364/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14365/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "14366/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "14367/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14368/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14369/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14370/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "14371/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "14372/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14373/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14374/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14375/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14376/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "14377/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14378/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14379/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14380/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14381/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14382/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14383/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14384/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14385/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14386/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14387/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "14388/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14389/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "14390/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14391/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14392/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "14393/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14394/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14395/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14396/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14397/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14398/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14399/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14400/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14401/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14402/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14403/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14404/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14405/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14406/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14407/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "14408/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14409/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14410/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "14411/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14412/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14413/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14414/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14415/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "14416/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14417/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14418/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14419/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14420/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14421/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "14422/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14423/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14424/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14425/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14426/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14427/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14428/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14429/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14430/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14431/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14432/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14433/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14434/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14435/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14436/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14437/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14438/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14439/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14440/15625 : |none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14441/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14442/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14443/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14444/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14445/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14446/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "14447/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "14448/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14449/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14450/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14451/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14452/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14453/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14454/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14455/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14456/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14457/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14458/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14459/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14460/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14461/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14462/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14463/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14464/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14465/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "14466/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14467/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "14468/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14469/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14470/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14471/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      "14472/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14473/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14474/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14475/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14476/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14477/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14478/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14479/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "14480/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14481/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14482/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14483/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "14484/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "14485/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14486/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14487/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "14488/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14489/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14490/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "14491/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14492/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "14493/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14494/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14495/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14496/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14497/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14498/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14499/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14500/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14501/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14502/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14503/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "14504/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14505/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14506/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "14507/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14508/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14509/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14510/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14511/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14512/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14513/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14514/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14515/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "14516/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14517/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14518/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14519/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "14520/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14521/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14522/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14523/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14524/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "14525/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14526/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14527/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "14528/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14529/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "14530/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "14531/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14532/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14533/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14534/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "14535/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14536/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14537/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14538/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14539/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14540/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14541/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14542/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "14543/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14544/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "14545/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14546/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "14547/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14548/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14549/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14550/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "14551/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14552/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14553/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14554/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "14555/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14556/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14557/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "14558/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14559/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14560/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14561/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "14562/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14563/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "14564/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14565/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "14566/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14567/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "14568/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14569/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "14570/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14571/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14572/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14573/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14574/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14575/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14576/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14577/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14578/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14579/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14580/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14581/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14582/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14583/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14584/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14585/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14586/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14587/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14588/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "14589/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "14590/15625 : |skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14591/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "14592/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14593/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14594/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14595/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14596/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14597/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14598/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14599/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "14600/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14601/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "14602/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14603/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "14604/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14605/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14606/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14607/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14608/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "14609/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14610/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14611/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14612/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "14613/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14614/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14615/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14616/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14617/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14618/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "14619/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14620/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14621/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14622/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14623/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14624/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14625/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14626/15625 : |none~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14627/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14628/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14629/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14630/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "14631/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14632/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14633/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14634/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14635/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14636/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14637/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14638/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "14639/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14640/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14641/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14642/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "14643/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14644/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14645/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14646/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14647/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14648/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14649/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "14650/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14651/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14652/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14653/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14654/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14655/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14656/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14657/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14658/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14659/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "14660/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14661/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "14662/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14663/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14664/15625 : |none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14665/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14666/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14667/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14668/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14669/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14670/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "14671/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14672/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14673/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14674/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "14675/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14676/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14677/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "14678/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14679/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14680/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14681/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "14682/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14683/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14684/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14685/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14686/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14687/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14688/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14689/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "14690/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "14691/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14692/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14693/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14694/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "14695/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14696/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14697/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14698/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14699/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14700/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14701/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14702/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14703/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14704/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14705/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "14706/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14707/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14708/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14709/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14710/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14711/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14712/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14713/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14714/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14715/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14716/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14717/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14718/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "14719/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14720/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14721/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14722/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14723/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14724/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14725/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "14726/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14727/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14728/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14729/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14730/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14731/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "14732/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14733/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14734/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14735/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14736/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14737/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14738/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14739/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14740/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14741/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14742/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14743/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14744/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14745/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14746/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14747/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "14748/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14749/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14750/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "14751/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14752/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14753/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14754/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14755/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14756/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14757/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14758/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14759/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "14760/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14761/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14762/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14763/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "14764/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14765/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14766/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "14767/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14768/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "14769/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14770/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "14771/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14772/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "14773/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14774/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "14775/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14776/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14777/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14778/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "14779/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14780/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14781/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "14782/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14783/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "14784/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14785/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14786/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "14787/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14788/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14789/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14790/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14791/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14792/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "14793/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14794/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14795/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14796/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14797/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14798/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14799/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "14800/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14801/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14802/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14803/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14804/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14805/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14806/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14807/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14808/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14809/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14810/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14811/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "14812/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14813/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14814/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "14815/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14816/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "14817/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14818/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14819/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14820/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "14821/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14822/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14823/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14824/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14825/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14826/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14827/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14828/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14829/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14830/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14831/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14832/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14833/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14834/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "14835/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14836/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14837/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14838/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14839/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14840/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "14841/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14842/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14843/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14844/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14845/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14846/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14847/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "14848/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14849/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14850/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14851/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14852/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "14853/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14854/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14855/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14856/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "14857/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14858/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14859/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14860/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14861/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "14862/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14863/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "14864/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14865/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14866/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14867/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14868/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "14869/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14870/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14871/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "14872/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14873/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "14874/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "14875/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14876/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14877/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "14878/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14879/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "14880/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14881/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14882/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14883/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14884/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14885/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14886/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14887/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14888/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "14889/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14890/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14891/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14892/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14893/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "14894/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14895/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14896/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "14897/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14898/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14899/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14900/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14901/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14902/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14903/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14904/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14905/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14906/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14907/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14908/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14909/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14910/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14911/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "14912/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14913/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "14914/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14915/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14916/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14917/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14918/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14919/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14920/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14921/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14922/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14923/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14924/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14925/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14926/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14927/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14928/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14929/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "14930/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "14931/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14932/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14933/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14934/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14935/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14936/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14937/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "14938/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14939/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14940/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "14941/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "14942/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14943/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "14944/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "14945/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "14946/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14947/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "14948/15625 : |none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14949/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14950/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14951/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "14952/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14953/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14954/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "14955/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14956/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14957/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "14958/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14959/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14960/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "14961/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14962/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14963/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "14964/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14965/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "14966/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "14967/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14968/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14969/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "14970/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14971/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14972/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14973/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "14974/15625 : |none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "14975/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "14976/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "14977/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14978/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14979/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14980/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "14981/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14982/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "14983/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "14984/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "14985/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "14986/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "14987/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "14988/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "14989/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "14990/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "14991/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "14992/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "14993/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "14994/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "14995/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14996/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "14997/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "14998/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "14999/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15000/15625 : |none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15001/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15002/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "15003/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15004/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15005/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15006/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15007/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "15008/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15009/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "15010/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15011/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15012/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15013/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15014/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "15015/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15016/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15017/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15018/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15019/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "15020/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "15021/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "15022/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15023/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15024/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15025/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15026/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15027/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15028/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15029/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "15030/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15031/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15032/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15033/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "15034/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15035/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15036/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15037/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "15038/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15039/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15040/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15041/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15042/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15043/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15044/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15045/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "15046/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15047/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15048/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15049/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15050/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "15051/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15052/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15053/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "15054/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "15055/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15056/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "15057/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15058/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "15059/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "15060/15625 : |none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15061/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15062/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15063/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "15064/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15065/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15066/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "15067/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15068/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "15069/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15070/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15071/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "15072/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "15073/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "15074/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15075/15625 : |skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15076/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15077/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15078/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "15079/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "15080/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15081/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15082/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15083/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15084/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15085/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "15086/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15087/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15088/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15089/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15090/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "15091/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15092/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15093/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "15094/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15095/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15096/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15097/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15098/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15099/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15100/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15101/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15102/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "15103/15625 : |avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15104/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15105/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15106/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15107/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "15108/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "15109/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "15110/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15111/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15112/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "15113/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15114/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15115/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15116/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15117/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15118/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "15119/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "15120/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15121/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15122/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15123/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15124/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15125/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15126/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15127/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15128/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15129/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15130/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "15131/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15132/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15133/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15134/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15135/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15136/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15137/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "15138/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "15139/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "15140/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15141/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15142/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15143/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "15144/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15145/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15146/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15147/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15148/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15149/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "15150/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "15151/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15152/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "15153/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15154/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15155/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15156/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15157/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "15158/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "15159/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "15160/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15161/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15162/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      "15163/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15164/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15165/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15166/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15167/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15168/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15169/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15170/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15171/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15172/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15173/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "15174/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15175/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15176/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15177/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15178/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15179/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "15180/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15181/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "15182/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15183/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "15184/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15185/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "15186/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15187/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15188/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15189/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "15190/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15191/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15192/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15193/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15194/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15195/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "15196/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15197/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15198/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15199/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15200/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "15201/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15202/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15203/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15204/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15205/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15206/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "15207/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15208/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15209/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "15210/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15211/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "15212/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15213/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15214/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15215/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "15216/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "15217/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15218/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "15219/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15220/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15221/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15222/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "15223/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15224/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "15225/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15226/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15227/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15228/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15229/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15230/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15231/15625 : |skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15232/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15233/15625 : |avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "15234/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "15235/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "15236/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15237/15625 : |nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15238/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15239/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15240/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15241/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "15242/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "15243/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15244/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15245/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15246/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "15247/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "15248/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15249/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15250/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15251/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15252/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15253/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "15254/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15255/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15256/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15257/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15258/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15259/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15260/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "15261/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "15262/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15263/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "15264/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15265/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "15266/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15267/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "15268/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15269/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15270/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15271/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "15272/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "15273/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15274/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "15275/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15276/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15277/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "15278/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15279/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15280/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "15281/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15282/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15283/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15284/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15285/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15286/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15287/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15288/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "15289/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "15290/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15291/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15292/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15293/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15294/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15295/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "15296/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15297/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15298/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15299/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15300/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "15301/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15302/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15303/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15304/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15305/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15306/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "15307/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "15308/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15309/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15310/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15311/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15312/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15313/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15314/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15315/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15316/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15317/15625 : |none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15318/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "15319/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15320/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15321/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "15322/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15323/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "15324/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15325/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15326/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "15327/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "15328/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15329/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "15330/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "15331/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15332/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15333/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "15334/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15335/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15336/15625 : |none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15337/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15338/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15339/15625 : |none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15340/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "15341/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15342/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15343/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15344/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15345/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15346/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15347/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15348/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15349/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15350/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15351/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15352/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15353/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15354/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15355/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15356/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15357/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15358/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15359/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15360/15625 : |skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "15361/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "15362/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15363/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "15364/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "15365/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15366/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15367/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15368/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "15369/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15370/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "15371/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15372/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15373/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15374/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15375/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15376/15625 : |nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "15377/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15378/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15379/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "15380/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "15381/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15382/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "15383/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15384/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15385/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15386/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15387/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15388/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15389/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "15390/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15391/15625 : |skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "15392/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15393/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15394/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15395/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "15396/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15397/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "15398/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15399/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15400/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15401/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "15402/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "15403/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "15404/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "15405/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "15406/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "15407/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15408/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15409/15625 : |skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "15410/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15411/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15412/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "15413/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "15414/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15415/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15416/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "15417/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "15418/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15419/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15420/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15421/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15422/15625 : |nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15423/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15424/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15425/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15426/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15427/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15428/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15429/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15430/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15431/15625 : |nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15432/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15433/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15434/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15435/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15436/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15437/15625 : |none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15438/15625 : |none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15439/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15440/15625 : |skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "15441/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "15442/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15443/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "15444/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15445/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15446/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15447/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15448/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "15449/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "15450/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15451/15625 : |skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15452/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15453/15625 : |nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15454/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15455/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "15456/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15457/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "15458/15625 : |avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15459/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "15460/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15461/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15462/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15463/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15464/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "15465/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "15466/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "15467/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15468/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15469/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15470/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15471/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15472/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "15473/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "15474/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15475/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15476/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "15477/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15478/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "15479/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15480/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15481/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15482/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15483/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15484/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15485/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15486/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15487/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15488/15625 : |none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "15489/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "15490/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15491/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "15492/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15493/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "15494/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15495/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "15496/15625 : |skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15497/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "15498/15625 : |none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15499/15625 : |none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15500/15625 : |skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "15501/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15502/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "15503/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15504/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15505/15625 : |avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15506/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15507/15625 : |skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "15508/15625 : |nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15509/15625 : |none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15510/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15511/15625 : |nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "15512/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15513/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15514/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15515/15625 : |nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15516/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15517/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15518/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15519/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15520/15625 : |skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15521/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15522/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15523/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15524/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15525/15625 : |nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "15526/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15527/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15528/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "15529/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15530/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15531/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15532/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "15533/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "15534/15625 : |skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15535/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15536/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15537/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15538/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "15539/15625 : |skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15540/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15541/15625 : |none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15542/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15543/15625 : |nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15544/15625 : |none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "15545/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "15546/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "15547/15625 : |none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15548/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15549/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15550/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15551/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15552/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15553/15625 : |nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15554/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15555/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15556/15625 : |none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15557/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "15558/15625 : |none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "15559/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15560/15625 : |none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15561/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15562/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15563/15625 : |nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15564/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "15565/15625 : |skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15566/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "15567/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "15568/15625 : |avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15569/15625 : |none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "15570/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15571/15625 : |avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15572/15625 : |nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "15573/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15574/15625 : |nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15575/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15576/15625 : |skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15577/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15578/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "15579/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "15580/15625 : |skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "15581/15625 : |skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15582/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "15583/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15584/15625 : |skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "15585/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "15586/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15587/15625 : |none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "15588/15625 : |none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15589/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "15590/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "15591/15625 : |avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15592/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15593/15625 : |none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15594/15625 : |none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "15595/15625 : |skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "15596/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "15597/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "15598/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "15599/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "15600/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15601/15625 : |nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "15602/15625 : |none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15603/15625 : |nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "15604/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "15605/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "15606/15625 : |none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "15607/15625 : |avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15608/15625 : |skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "15609/15625 : |none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "15610/15625 : |nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "15611/15625 : |nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "15612/15625 : |skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "15613/15625 : |avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "15614/15625 : |none~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "15615/15625 : |nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "15616/15625 : |avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "15617/15625 : |nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "15618/15625 : |none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "15619/15625 : |nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "15620/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "15621/15625 : |avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "15622/15625 : |skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "15623/15625 : |none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "15624/15625 : |nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n"
+     ]
+    }
+   ],
+   "source": [
+    "num = len(api)\n",
+    "for i, arch_str in enumerate(api):\n",
+    "    print('{:5d}/{:5d} : {:}'.format(i, len(api), arch_str))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> 012 epochs >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "datasets : ['cifar10-valid', 'cifar10', 'cifar100', 'ImageNet16-120'], extra-info : None\n",
+      "cifar10-valid  FLOP=113.95 M, Params=0.802 MB, latency=16.85 ms.\n",
+      "cifar10-valid  train : [loss = 0.382, top1 = 86.97%], valid : [loss = 0.514, top1 = 82.83%]\n",
+      "cifar10        FLOP=113.95 M, Params=0.802 MB, latency=16.85 ms.\n",
+      "cifar10        train : [loss = 0.243, top1 = 91.69%], test  : [loss = 0.362, top1 = 88.22%]\n",
+      "cifar100       FLOP=113.96 M, Params=0.808 MB, latency=15.36 ms.\n",
+      "cifar100       train : [loss = 1.271, top1 = 63.76%], valid : [loss = 1.495, top1 = 57.80%], test : [loss = 1.478, top1 = 58.26%]\n",
+      "ImageNet16-120 FLOP= 28.50 M, Params=0.810 MB, latency=13.77 ms.\n",
+      "ImageNet16-120 train : [loss = 2.548, top1 = 35.41%], valid : [loss = 2.580, top1 = 35.43%], test : [loss = 2.611, top1 = 33.80%]\n",
+      ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> 200 epochs >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "datasets : ['cifar10-valid', 'cifar10', 'cifar100', 'ImageNet16-120'], extra-info : None\n",
+      "cifar10-valid  FLOP=113.95 M, Params=0.802 MB, latency=16.85 ms.\n",
+      "cifar10-valid  train : [loss = 0.002, top1 = 99.99%], valid : [loss = 0.439, top1 = 90.77%]\n",
+      "cifar10        FLOP=113.95 M, Params=0.802 MB, latency=16.85 ms.\n",
+      "cifar10        train : [loss = 0.002, top1 = 99.97%], test  : [loss = 0.300, top1 = 93.66%]\n",
+      "cifar100       FLOP=113.96 M, Params=0.808 MB, latency=15.36 ms.\n",
+      "cifar100       train : [loss = 0.048, top1 = 99.44%], valid : [loss = 1.373, top1 = 69.83%], test : [loss = 1.351, top1 = 70.29%]\n",
+      "ImageNet16-120 FLOP= 28.50 M, Params=0.810 MB, latency=13.77 ms.\n",
+      "ImageNet16-120 train : [loss = 1.459, top1 = 60.34%], valid : [loss = 2.230, top1 = 44.49%], test : [loss = 2.266, top1 = 44.03%]\n",
+      "<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<------------<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<\n",
+      ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> 012 epochs >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "datasets : ['cifar10-valid', 'cifar10', 'cifar100', 'ImageNet16-120'], extra-info : None\n",
+      "cifar10-valid  FLOP= 78.56 M, Params=0.559 MB, latency=14.43 ms.\n",
+      "cifar10-valid  train : [loss = 0.970, top1 = 64.93%], valid : [loss = 1.024, top1 = 63.56%]\n",
+      "cifar10        FLOP= 78.56 M, Params=0.559 MB, latency=14.43 ms.\n",
+      "cifar10        train : [loss = 0.818, top1 = 71.06%], test  : [loss = 0.842, top1 = 69.95%]\n",
+      "cifar100       FLOP= 78.57 M, Params=0.565 MB, latency=14.03 ms.\n",
+      "cifar100       train : [loss = 2.625, top1 = 32.14%], valid : [loss = 2.722, top1 = 29.42%], test : [loss = 2.729, top1 = 29.92%]\n",
+      "ImageNet16-120 FLOP= 19.65 M, Params=0.567 MB, latency=12.76 ms.\n",
+      "ImageNet16-120 train : [loss = 3.489, top1 = 17.23%], valid : [loss = 3.456, top1 = 18.47%], test : [loss = 3.466, top1 = 17.87%]\n",
+      ">>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>> 200 epochs >>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>>\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "datasets : ['cifar10-valid', 'cifar10', 'cifar100', 'ImageNet16-120'], extra-info : None\n",
+      "cifar10-valid  FLOP= 78.56 M, Params=0.559 MB, latency=14.43 ms.\n",
+      "cifar10-valid  train : [loss = 0.308, top1 = 89.31%], valid : [loss = 0.566, top1 = 81.91%]\n",
+      "cifar10        FLOP= 78.56 M, Params=0.559 MB, latency=14.43 ms.\n",
+      "cifar10        train : [loss = 0.279, top1 = 90.38%], test  : [loss = 0.430, top1 = 85.74%]\n",
+      "cifar100       FLOP= 78.57 M, Params=0.565 MB, latency=14.03 ms.\n",
+      "cifar100       train : [loss = 1.432, top1 = 59.74%], valid : [loss = 1.702, top1 = 54.30%], test : [loss = 1.676, top1 = 54.87%]\n",
+      "ImageNet16-120 FLOP= 19.65 M, Params=0.567 MB, latency=12.76 ms.\n",
+      "ImageNet16-120 train : [loss = 2.974, top1 = 27.22%], valid : [loss = 2.973, top1 = 27.63%], test : [loss = 3.016, top1 = 27.26%]\n",
+      "<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<------------<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<<\n"
+     ]
+    }
+   ],
+   "source": [
+    "api.show(1)\n",
+    "api.show(2)\n",
+    "\n",
+    "info = api.query_meta_info_by_index(1)\n",
+    "res_metrics = info.get_metrics('cifar10', 'train')\n",
+    "cost_metrics = info.get_compute_costs('cifar100') "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "There are 1 trials for this architecture [|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|] on CIFAR-100\n",
+      "Latency : 0.015363384176183631\n",
+      "Train Info : {'iepoch': 11, 'loss': 1.2711473697662354, 'accuracy': 63.756, 'cur_time': 21.69641375541687, 'all_time': 260.35696506500244}\n",
+      "Valid Info : {'iepoch': 11, 'loss': 1.495258326148987, 'accuracy': 57.79999996948242, 'cur_time': 0.7508397953850883, 'all_time': 9.01007754462106}\n",
+      "Test  Info : {'iepoch': 11, 'loss': 1.477725588607788, 'accuracy': 58.25999995727539, 'cur_time': 0.7508397953850883, 'all_time': 9.01007754462106}\n",
+      "\n",
+      "Train Info [10-th epoch]: {'iepoch': 10, 'loss': 1.3365458668136596, 'accuracy': 61.568, 'cur_time': 21.69641375541687, 'all_time': 238.66055130958557}\n"
+     ]
+    }
+   ],
+   "source": [
+    "results = api.query_by_index(1, 'cifar100')\n",
+    "print('There are {:} trials for this architecture [{:}] on CIFAR-100'.format(len(results), api[1]))\n",
+    "\n",
+    "for seed, result in results.items():\n",
+    "    print('Latency : {:}'.format(result.get_latency()))\n",
+    "    print('Train Info : {:}'.format(result.get_train()))\n",
+    "    print('Valid Info : {:}'.format(result.get_eval('x-valid')))\n",
+    "    print('Test  Info : {:}'.format(result.get_eval('x-test')))\n",
+    "    print('')\n",
+    "    print('Train Info [10-th epoch]: {:}'.format(result.get_train(10)))"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 17,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import sys\n",
+    "sys.path.append('../') \n",
+    "\n",
+    "import os\n",
+    "import os.path as osp\n",
+    "import pathlib\n",
+    "import json\n",
+    "\n",
+    "import torch\n",
+    "import torch.nn.functional as F\n",
+    "from rdkit import Chem, RDLogger\n",
+    "from rdkit.Chem.rdchem import BondType as BT\n",
+    "from tqdm import tqdm\n",
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "from torch_geometric.data import Data, InMemoryDataset\n",
+    "from torch_geometric.loader import DataLoader\n",
+    "from sklearn.model_selection import train_test_split\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 18,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def compute_meta_graph(root, source_name, train_index, test_index):\n",
+    "    # initialize the periodic table\n",
+    "    # 118 elements + 1 for *\n",
+    "    # Initializes arrays to count the number of atoms per molecule, bond types, valencies, and transition probabilities between atom types.\n",
+    "    pt = Chem.GetPeriodicTable()\n",
+    "    atom_name_list = []\n",
+    "    atom_count_list = []\n",
+    "    for i in range(2, 119):\n",
+    "        atom_name_list.append(pt.GetElementSymbol(i))\n",
+    "        atom_count_list.append(0)\n",
+    "    atom_name_list.append('*')\n",
+    "    atom_count_list.append(0)\n",
+    "    n_atoms_per_mol = [0] * 500\n",
+    "    bond_count_list = [0, 0, 0, 0, 0]\n",
+    "    bond_type_to_index =  {BT.SINGLE: 1, BT.DOUBLE: 2, BT.TRIPLE: 3, BT.AROMATIC: 4}\n",
+    "    valencies = [0] * 500\n",
+    "    tansition_E = np.zeros((118, 118, 5))\n",
+    "    \n",
+    "    # Load the data from the source file\n",
+    "    filename = f'{source_name}.csv.gz'\n",
+    "    df = pd.read_csv(f'{root}/{filename}')\n",
+    "    all_index = list(range(len(df)))\n",
+    "    print(all_index)\n",
+    "    print(test_index)\n",
+    "    non_test_index = list(set(all_index) - set(test_index))\n",
+    "    df = df.iloc[non_test_index]\n",
+    "    print(df.head())\n",
+    "    print(df['smiles'].tolist()[:5])\n",
+    "    # extract the smiles from the dataframe\n",
+    "    tot_smiles = df['smiles'].tolist()\n",
+    "\n",
+    "    n_atom_list = []\n",
+    "    n_bond_list = []\n",
+    "    for i, sms in enumerate(tot_smiles):\n",
+    "        try:\n",
+    "            mol = Chem.MolFromSmiles(sms)\n",
+    "        except:\n",
+    "            continue\n",
+    "\n",
+    "        n_atom = mol.GetNumHeavyAtoms()\n",
+    "        n_bond = mol.GetNumBonds()\n",
+    "        n_atom_list.append(n_atom)\n",
+    "        n_bond_list.append(n_bond)\n",
+    "\n",
+    "        n_atoms_per_mol[n_atom] += 1\n",
+    "        cur_atom_count_arr = np.zeros(118)\n",
+    "        for atom in mol.GetAtoms():\n",
+    "            symbol = atom.GetSymbol()\n",
+    "            if symbol == 'H':\n",
+    "                continue\n",
+    "            elif symbol == '*':\n",
+    "                atom_count_list[-1] += 1\n",
+    "                cur_atom_count_arr[-1] += 1\n",
+    "            else:\n",
+    "                atom_count_list[atom.GetAtomicNum()-2] += 1\n",
+    "                cur_atom_count_arr[atom.GetAtomicNum()-2] += 1\n",
+    "                try:\n",
+    "                    valencies[int(atom.GetExplicitValence())] += 1\n",
+    "                except:\n",
+    "                    print('src', source_name,'int(atom.GetExplicitValence())', int(atom.GetExplicitValence()))\n",
+    "        \n",
+    "        tansition_E_temp = np.zeros((118, 118, 5))\n",
+    "        for bond in mol.GetBonds():\n",
+    "            start_atom, end_atom = bond.GetBeginAtom(), bond.GetEndAtom()\n",
+    "            if start_atom.GetSymbol() == 'H' or end_atom.GetSymbol() == 'H':\n",
+    "                continue\n",
+    "            \n",
+    "            if start_atom.GetSymbol() == '*':\n",
+    "                start_index = 117\n",
+    "            else:\n",
+    "                start_index = start_atom.GetAtomicNum() - 2\n",
+    "            if end_atom.GetSymbol() == '*':\n",
+    "                end_index = 117\n",
+    "            else:\n",
+    "                end_index = end_atom.GetAtomicNum() - 2\n",
+    "\n",
+    "            bond_type = bond.GetBondType()\n",
+    "            bond_index = bond_type_to_index[bond_type]\n",
+    "            bond_count_list[bond_index] += 2\n",
+    "\n",
+    "            # Update the transition matrix\n",
+    "            # The transition matrix is symmetric, so we update both directions\n",
+    "            # We also update the temporary transition matrix to check for errors\n",
+    "            # in the atom count\n",
+    "            \n",
+    "            tansition_E[start_index, end_index, bond_index] += 2\n",
+    "            tansition_E[end_index, start_index, bond_index] += 2\n",
+    "            tansition_E_temp[start_index, end_index, bond_index] += 2\n",
+    "            tansition_E_temp[end_index, start_index, bond_index] += 2\n",
+    "\n",
+    "        bond_count_list[0] += n_atom * (n_atom - 1) - n_bond * 2\n",
+    "        cur_tot_bond = cur_atom_count_arr.reshape(-1,1) * cur_atom_count_arr.reshape(1,-1) * 2 # 118 * 118\n",
+    "        cur_tot_bond = cur_tot_bond - np.diag(cur_atom_count_arr) * 2 # 118 * 118\n",
+    "        tansition_E[:, :, 0] += cur_tot_bond - tansition_E_temp.sum(axis=-1)\n",
+    "        assert (cur_tot_bond > tansition_E_temp.sum(axis=-1)).sum() >= 0, f'i:{i}, sms:{sms}'\n",
+    "    \n",
+    "    n_atoms_per_mol = np.array(n_atoms_per_mol) / np.sum(n_atoms_per_mol)\n",
+    "    n_atoms_per_mol = n_atoms_per_mol.tolist()[:51]\n",
+    "\n",
+    "    atom_count_list = np.array(atom_count_list) / np.sum(atom_count_list)\n",
+    "    print('processed meta info: ------', filename, '------')\n",
+    "    print('len atom_count_list', len(atom_count_list))\n",
+    "    print('len atom_name_list', len(atom_name_list))\n",
+    "    active_atoms = np.array(atom_name_list)[atom_count_list > 0]\n",
+    "    active_atoms = active_atoms.tolist()\n",
+    "    atom_count_list = atom_count_list.tolist()\n",
+    "\n",
+    "    bond_count_list = np.array(bond_count_list) / np.sum(bond_count_list)\n",
+    "    bond_count_list = bond_count_list.tolist()\n",
+    "    valencies = np.array(valencies) / np.sum(valencies)\n",
+    "    valencies = valencies.tolist()\n",
+    "\n",
+    "    no_edge = np.sum(tansition_E, axis=-1) == 0\n",
+    "    first_elt = tansition_E[:, :, 0]\n",
+    "    first_elt[no_edge] = 1\n",
+    "    tansition_E[:, :, 0] = first_elt\n",
+    "\n",
+    "    tansition_E = tansition_E / np.sum(tansition_E, axis=-1, keepdims=True)\n",
+    "    \n",
+    "    meta_dict = {\n",
+    "        'source': source_name, \n",
+    "        'num_graph': len(n_atom_list), \n",
+    "        'n_atoms_per_mol_dist': n_atoms_per_mol,\n",
+    "        'max_node': max(n_atom_list), \n",
+    "        'max_bond': max(n_bond_list), \n",
+    "        'atom_type_dist': atom_count_list,\n",
+    "        'bond_type_dist': bond_count_list,\n",
+    "        'valencies': valencies,\n",
+    "        'active_atoms': active_atoms,\n",
+    "        'num_atom_type': len(active_atoms),\n",
+    "        'transition_E': tansition_E.tolist(),\n",
+    "        }\n",
+    "\n",
+    "    with open(f'{root}/{source_name}.meta.json', \"w\") as f:\n",
+    "        json.dump(meta_dict, f)\n",
+    "    \n",
+    "    return meta_dict"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 19,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "bonds = {BT.SINGLE: 1, BT.DOUBLE: 2, BT.TRIPLE: 3, BT.AROMATIC: 4}\n",
+    "class Dataset(InMemoryDataset):\n",
+    "    def __init__(self, source, root, target_prop=None,\n",
+    "                 transform=None, pre_transform=None, pre_filter=None):\n",
+    "        self.target_prop = target_prop\n",
+    "        self.source = source\n",
+    "        super().__init__(root, transform, pre_transform, pre_filter)\n",
+    "        self.data, self.slices = torch.load(self.processed_paths[0])\n",
+    "\n",
+    "    @property\n",
+    "    def raw_file_names(self):\n",
+    "        return [f'{self.source}.csv.gz']\n",
+    "    \n",
+    "    @property\n",
+    "    def processed_file_names(self):\n",
+    "        return [f'{self.source}.pt']\n",
+    "\n",
+    "    def process(self):\n",
+    "        RDLogger.DisableLog('rdApp.*')\n",
+    "        data_path = osp.join(self.raw_dir, self.raw_file_names[0])\n",
+    "        data_df = pd.read_csv(data_path)\n",
+    "       \n",
+    "        def mol_to_graph(mol, sa, sc, target, target2=None, target3=None, valid_atoms=None):\n",
+    "            type_idx = []\n",
+    "            heavy_atom_indices, active_atoms = [], []\n",
+    "            for atom in mol.GetAtoms():\n",
+    "                if atom.GetAtomicNum() != 1:\n",
+    "                    type_idx.append(119-2) if atom.GetSymbol() == '*' else type_idx.append(atom.GetAtomicNum()-2)\n",
+    "                    heavy_atom_indices.append(atom.GetIdx())\n",
+    "                    active_atoms.append(atom.GetSymbol())\n",
+    "                    if valid_atoms is not None:\n",
+    "                        if not atom.GetSymbol() in valid_atoms:\n",
+    "                            return None, None\n",
+    "            x = torch.LongTensor(type_idx)\n",
+    "\n",
+    "            edges_list = []\n",
+    "            edge_type = []\n",
+    "            for bond in mol.GetBonds():\n",
+    "                start, end = bond.GetBeginAtomIdx(), bond.GetEndAtomIdx()\n",
+    "                if start in heavy_atom_indices and end in heavy_atom_indices:\n",
+    "                    start_new, end_new = heavy_atom_indices.index(start), heavy_atom_indices.index(end)\n",
+    "                    edges_list.append((start_new, end_new))\n",
+    "                    edge_type.append(bonds[bond.GetBondType()])\n",
+    "                    edges_list.append((end_new, start_new))\n",
+    "                    edge_type.append(bonds[bond.GetBondType()])\n",
+    "            edge_index = torch.tensor(edges_list, dtype=torch.long).t()\n",
+    "            edge_type = torch.tensor(edge_type, dtype=torch.long)\n",
+    "            edge_attr = edge_type\n",
+    "\n",
+    "            if target3 is not None:\n",
+    "                y = torch.tensor([sa, sc, target, target2, target3], dtype=torch.float).view(1,-1)\n",
+    "            elif target2 is not None:\n",
+    "                y = torch.tensor([sa, sc, target, target2], dtype=torch.float).view(1,-1)\n",
+    "            else:\n",
+    "                y = torch.tensor([sa, sc, target], dtype=torch.float).view(1,-1)\n",
+    "\n",
+    "            data = Data(x=x, edge_index=edge_index, edge_attr=edge_attr, y=y, idx=i)\n",
+    "            if self.pre_transform is not None:\n",
+    "                data = self.pre_transform(data)\n",
+    "            return data, active_atoms\n",
+    "        \n",
+    "        # Loop through every row in the DataFrame and apply the function\n",
+    "        data_list = []\n",
+    "        len_data = len(data_df)\n",
+    "        with tqdm(total=len_data) as pbar:\n",
+    "            # --- data processing start ---\n",
+    "            active_atoms = set()\n",
+    "            for i, (sms, df_row) in enumerate(data_df.iterrows()):\n",
+    "                if i == sms:\n",
+    "                    sms = df_row['smiles']\n",
+    "                mol = Chem.MolFromSmiles(sms, sanitize=False)\n",
+    "                if len(self.target_prop.split('-')) == 2:\n",
+    "                    target1, target2 = self.target_prop.split('-')\n",
+    "                    data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[target1], target2=df_row[target2])\n",
+    "                elif len(self.target_prop.split('-')) == 3:\n",
+    "                    target1, target2, target3 = self.target_prop.split('-')\n",
+    "                    data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[target1], target2=df_row[target2], target3=df_row[target3])\n",
+    "                else:\n",
+    "                    data, cur_active_atoms = mol_to_graph(mol, df_row['SA'], df_row['SC'], df_row[self.target_prop])\n",
+    "                active_atoms.update(cur_active_atoms)\n",
+    "                data_list.append(data)\n",
+    "                pbar.update(1)\n",
+    "\n",
+    "        torch.save(self.collate(data_list), self.processed_paths[0])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 20,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def random_data_split(task, dataset):\n",
+    "    nan_count = torch.isnan(dataset.y[:, 0]).sum().item()\n",
+    "    labeled_len = len(dataset) - nan_count\n",
+    "    full_idx = list(range(labeled_len))\n",
+    "    train_ratio, valid_ratio, test_ratio = 0.6, 0.2, 0.2\n",
+    "    train_index, test_index, _, _ = train_test_split(full_idx, full_idx, test_size=test_ratio, random_state=42)\n",
+    "    train_index, val_index, _, _ = train_test_split(train_index, train_index, test_size=valid_ratio/(valid_ratio+train_ratio), random_state=42)\n",
+    "    unlabeled_index = list(range(labeled_len, len(dataset)))\n",
+    "    print(task, ' dataset len', len(dataset), 'train len', len(train_index), 'val len', len(val_index), 'test len', len(test_index), 'unlabeled len', len(unlabeled_index))\n",
+    "    return train_index, val_index, test_index, unlabeled_index"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 21,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "data_root = './data'\n",
+    "task_name = 'O2-N2-CO2'\n",
+    "guidance_target='O2-N2-CO2'\n",
+    "\n",
+    "dataset = Dataset(source=task_name, root=data_root, target_prop=guidance_target, transform=None)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 22,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "O2-N2-CO2  dataset len 553 train len 331 val len 111 test len 111 unlabeled len 0\n"
+     ]
+    }
+   ],
+   "source": [
+    "random_index = random_data_split(task_name, dataset)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 23,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50, 51, 52, 53, 54, 55, 56, 57, 58, 59, 60, 61, 62, 63, 64, 65, 66, 67, 68, 69, 70, 71, 72, 73, 74, 75, 76, 77, 78, 79, 80, 81, 82, 83, 84, 85, 86, 87, 88, 89, 90, 91, 92, 93, 94, 95, 96, 97, 98, 99, 100, 101, 102, 103, 104, 105, 106, 107, 108, 109, 110, 111, 112, 113, 114, 115, 116, 117, 118, 119, 120, 121, 122, 123, 124, 125, 126, 127, 128, 129, 130, 131, 132, 133, 134, 135, 136, 137, 138, 139, 140, 141, 142, 143, 144, 145, 146, 147, 148, 149, 150, 151, 152, 153, 154, 155, 156, 157, 158, 159, 160, 161, 162, 163, 164, 165, 166, 167, 168, 169, 170, 171, 172, 173, 174, 175, 176, 177, 178, 179, 180, 181, 182, 183, 184, 185, 186, 187, 188, 189, 190, 191, 192, 193, 194, 195, 196, 197, 198, 199, 200, 201, 202, 203, 204, 205, 206, 207, 208, 209, 210, 211, 212, 213, 214, 215, 216, 217, 218, 219, 220, 221, 222, 223, 224, 225, 226, 227, 228, 229, 230, 231, 232, 233, 234, 235, 236, 237, 238, 239, 240, 241, 242, 243, 244, 245, 246, 247, 248, 249, 250, 251, 252, 253, 254, 255, 256, 257, 258, 259, 260, 261, 262, 263, 264, 265, 266, 267, 268, 269, 270, 271, 272, 273, 274, 275, 276, 277, 278, 279, 280, 281, 282, 283, 284, 285, 286, 287, 288, 289, 290, 291, 292, 293, 294, 295, 296, 297, 298, 299, 300, 301, 302, 303, 304, 305, 306, 307, 308, 309, 310, 311, 312, 313, 314, 315, 316, 317, 318, 319, 320, 321, 322, 323, 324, 325, 326, 327, 328, 329, 330, 331, 332, 333, 334, 335, 336, 337, 338, 339, 340, 341, 342, 343, 344, 345, 346, 347, 348, 349, 350, 351, 352, 353, 354, 355, 356, 357, 358, 359, 360, 361, 362, 363, 364, 365, 366, 367, 368, 369, 370, 371, 372, 373, 374, 375, 376, 377, 378, 379, 380, 381, 382, 383, 384, 385, 386, 387, 388, 389, 390, 391, 392, 393, 394, 395, 396, 397, 398, 399, 400, 401, 402, 403, 404, 405, 406, 407, 408, 409, 410, 411, 412, 413, 414, 415, 416, 417, 418, 419, 420, 421, 422, 423, 424, 425, 426, 427, 428, 429, 430, 431, 432, 433, 434, 435, 436, 437, 438, 439, 440, 441, 442, 443, 444, 445, 446, 447, 448, 449, 450, 451, 452, 453, 454, 455, 456, 457, 458, 459, 460, 461, 462, 463, 464, 465, 466, 467, 468, 469, 470, 471, 472, 473, 474, 475, 476, 477, 478, 479, 480, 481, 482, 483, 484, 485, 486, 487, 488, 489, 490, 491, 492, 493, 494, 495, 496, 497, 498, 499, 500, 501, 502, 503, 504, 505, 506, 507, 508, 509, 510, 511, 512, 513, 514, 515, 516, 517, 518, 519, 520, 521, 522, 523, 524, 525, 526, 527, 528, 529, 530, 531, 532, 533, 534, 535, 536, 537, 538, 539, 540, 541, 542, 543, 544, 545, 546, 547, 548, 549, 550, 551, 552]\n",
+      "[548, 82, 523, 332, 132, 348, 432, 375, 83, 199, 195, 10, 84, 324, 268, 426, 524, 6, 539, 396, 462, 208, 540, 220, 73, 70, 188, 541, 368, 250, 511, 30, 388, 394, 78, 155, 400, 131, 2, 79, 512, 257, 137, 237, 423, 249, 452, 508, 311, 390, 441, 284, 485, 278, 72, 469, 374, 182, 55, 274, 421, 304, 323, 222, 361, 117, 537, 9, 209, 399, 167, 528, 81, 76, 101, 546, 86, 77, 509, 158, 244, 90, 515, 75, 184, 235, 68, 109, 63, 319, 403, 176, 88, 457, 33, 148, 549, 0, 11, 310, 22, 373, 104, 192, 89, 271, 140, 149, 498, 153, 172]\n",
+      "                                              smiles      O2       N2     CO2  \\\n",
+      "1  *C(=C(*)C1=CC2=C(C=C1)C1=C(C2)C=CC=C1)C1=CC=CC=C1  2150.0  1300.00  8500.0   \n",
+      "3       *C(=C(*)C1=CC=C(C=C1)C1=CC=CC=C1)C1=CC=CC=C1   180.0    65.00  1300.0   \n",
+      "4  *C(=C(*)C1=CC=C(C=C1)[Si](C1=CC=CC=C1)(C1=CC=C...    12.1     2.78    78.8   \n",
+      "5  *C(=C(*)C1=CC=C2C3=C(C=CC=C3)C3(CC3)C2=C1)C1=C...   660.0   400.00  3200.0   \n",
+      "7                    *C(=C(*)C1=CC=CC=C1)C1=CC=CC=C1  3600.0  2720.00  6600.0   \n",
+      "\n",
+      "     SA    SC  \n",
+      "1  2.92  2.91  \n",
+      "3  2.48  2.32  \n",
+      "4  2.69  2.81  \n",
+      "5  3.50  3.29  \n",
+      "7  2.78  1.54  \n",
+      "['*C(=C(*)C1=CC2=C(C=C1)C1=C(C2)C=CC=C1)C1=CC=CC=C1', '*C(=C(*)C1=CC=C(C=C1)C1=CC=CC=C1)C1=CC=CC=C1', '*C(=C(*)C1=CC=C(C=C1)[Si](C1=CC=CC=C1)(C1=CC=CC=C1)C1=CC=CC=C1)C1=CC=CC=C1', '*C(=C(*)C1=CC=C2C3=C(C=CC=C3)C3(CC3)C2=C1)C1=CC=CC=C1', '*C(=C(*)C1=CC=CC=C1)C1=CC=CC=C1']\n",
+      "processed meta info: ------ O2-N2-CO2.csv.gz ------\n",
+      "len atom_count_list 118\n",
+      "len atom_name_list 118\n"
+     ]
+    }
+   ],
+   "source": [
+    "data_dic = './data/raw'\n",
+    "meta_dict = compute_meta_graph(data_dic, task_name, None, random_index[2])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 24,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "arch_index = 0\n",
+    "arch_info = api.query_meta_info_by_index(arch_index)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 25,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def parse_architecture_string(arch_str):\n",
+    "    print(arch_str)\n",
+    "    steps = arch_str.split('+')\n",
+    "    nodes = ['input']  # Start with input node\n",
+    "    edges = []\n",
+    "    for i, step in enumerate(steps):\n",
+    "        step = step.strip('|').split('|')\n",
+    "        for node in step:\n",
+    "            op, idx = node.split('~')\n",
+    "            edges.append((int(idx), i+1))  # i+1 because 0 is input node\n",
+    "            nodes.append(op)\n",
+    "    nodes.append('output')  # Add output node\n",
+    "    return nodes, edges"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 26,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def create_adj_matrix_and_ops(nodes, edges):\n",
+    "    num_nodes = len(nodes)\n",
+    "    adj_matrix = np.zeros((num_nodes, num_nodes), dtype=int)\n",
+    "    for (src, dst) in edges:\n",
+    "        adj_matrix[src][dst] = 1\n",
+    "    return adj_matrix, nodes"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 27,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n"
+     ]
+    }
+   ],
+   "source": [
+    "nodes, edges = parse_architecture_string(arch_info.arch_str)\n",
+    "adj_matrix, ops = create_adj_matrix_and_ops(nodes, edges)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 28,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "Adjacency Matrix:\n",
+      "[[0 1 1 1 0 0 0 0]\n",
+      " [0 0 1 1 0 0 0 0]\n",
+      " [0 0 0 1 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]]\n",
+      "Operations List:\n",
+      "['input', 'nor_conv_3x3', 'nor_conv_3x3', 'avg_pool_3x3', 'skip_connect', 'nor_conv_3x3', 'skip_connect', 'output']\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "Adjacency Matrix:\n",
+      "[[0 1 1 1 0 0 0 0]\n",
+      " [0 0 1 1 0 0 0 0]\n",
+      " [0 0 0 1 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]]\n",
+      "Operations List:\n",
+      "['input', 'avg_pool_3x3', 'nor_conv_3x3', 'nor_conv_3x3', 'avg_pool_3x3', 'avg_pool_3x3', 'avg_pool_3x3', 'output']\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "Adjacency Matrix:\n",
+      "[[0 1 1 1 0 0 0 0]\n",
+      " [0 0 1 1 0 0 0 0]\n",
+      " [0 0 0 1 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]]\n",
+      "Operations List:\n",
+      "['input', 'avg_pool_3x3', 'skip_connect', 'none', 'none', 'none', 'skip_connect', 'output']\n"
+     ]
+    }
+   ],
+   "source": [
+    "\n",
+    "for i in range(1, 4):\n",
+    "    arch_index = i\n",
+    "    arch_info = api.query_meta_info_by_index(arch_index)\n",
+    "    nodes, edges = parse_architecture_string(arch_info.arch_str)\n",
+    "    adj_matrix, ops = create_adj_matrix_and_ops(nodes, edges)\n",
+    "    print(\"Adjacency Matrix:\")\n",
+    "    print(adj_matrix)\n",
+    "    print(\"Operations List:\")\n",
+    "    print(ops)\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 29,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "Adjacency Matrix:\n",
+      "[[0 1 1 1 0 0 0 0]\n",
+      " [0 0 1 1 0 0 0 0]\n",
+      " [0 0 0 1 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]]\n",
+      "Operations List:\n",
+      "['input', 'avg_pool_3x3', 'nor_conv_1x1', 'skip_connect', 'nor_conv_1x1', 'skip_connect', 'skip_connect', 'output']\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "Adjacency Matrix:\n",
+      "[[0 1 1 1 0 0 0 0]\n",
+      " [0 0 1 1 0 0 0 0]\n",
+      " [0 0 0 1 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]]\n",
+      "Operations List:\n",
+      "['input', 'nor_conv_3x3', 'nor_conv_3x3', 'avg_pool_3x3', 'skip_connect', 'nor_conv_3x3', 'skip_connect', 'output']\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "Adjacency Matrix:\n",
+      "[[0 1 1 1 0 0 0 0]\n",
+      " [0 0 1 1 0 0 0 0]\n",
+      " [0 0 0 1 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]]\n",
+      "Operations List:\n",
+      "['input', 'avg_pool_3x3', 'nor_conv_3x3', 'nor_conv_3x3', 'avg_pool_3x3', 'avg_pool_3x3', 'avg_pool_3x3', 'output']\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "Adjacency Matrix:\n",
+      "[[0 1 1 1 0 0 0 0]\n",
+      " [0 0 1 1 0 0 0 0]\n",
+      " [0 0 0 1 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]]\n",
+      "Operations List:\n",
+      "['input', 'avg_pool_3x3', 'skip_connect', 'none', 'none', 'none', 'skip_connect', 'output']\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "Adjacency Matrix:\n",
+      "[[0 1 1 1 0 0 0 0]\n",
+      " [0 0 1 1 0 0 0 0]\n",
+      " [0 0 0 1 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]\n",
+      " [0 0 0 0 0 0 0 0]]\n",
+      "Operations List:\n",
+      "['input', 'skip_connect', 'skip_connect', 'nor_conv_1x1', 'skip_connect', 'skip_connect', 'nor_conv_1x1', 'output']\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|none~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|none~1|+|none~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_1x1~1|none~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|none~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|none~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|skip_connect~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|none~1|+|skip_connect~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|none~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|none~0|none~1|none~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_1x1~0|none~1|+|nor_conv_3x3~0|none~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|skip_connect~1|+|nor_conv_1x1~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|skip_connect~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|avg_pool_3x3~1|+|none~0|skip_connect~1|skip_connect~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|avg_pool_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|skip_connect~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|avg_pool_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_3x3~0|+|none~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|none~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|skip_connect~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_1x1~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|skip_connect~1|+|none~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|none~0|nor_conv_3x3~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|none~0|none~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_1x1~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|skip_connect~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|none~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|avg_pool_3x3~1|+|nor_conv_1x1~0|skip_connect~1|nor_conv_1x1~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|skip_connect~0|+|skip_connect~0|none~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|none~1|+|nor_conv_1x1~0|avg_pool_3x3~1|none~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_3x3~1|+|none~0|avg_pool_3x3~1|none~2|\n",
+      "|skip_connect~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|none~0|skip_connect~1|+|none~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|skip_connect~0|+|skip_connect~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|none~0|avg_pool_3x3~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|none~1|+|none~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|skip_connect~0|none~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_1x1~2|\n",
+      "|avg_pool_3x3~0|+|skip_connect~0|nor_conv_3x3~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|none~1|+|nor_conv_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|skip_connect~1|+|nor_conv_1x1~0|skip_connect~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|none~1|+|none~0|skip_connect~1|none~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|none~0|nor_conv_3x3~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|skip_connect~0|nor_conv_1x1~1|+|avg_pool_3x3~0|nor_conv_1x1~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|nor_conv_3x3~0|+|none~0|nor_conv_3x3~1|+|avg_pool_3x3~0|skip_connect~1|nor_conv_3x3~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_1x1~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|none~1|+|skip_connect~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|nor_conv_3x3~0|skip_connect~1|+|none~0|none~1|avg_pool_3x3~2|\n",
+      "|avg_pool_3x3~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|skip_connect~0|+|none~0|avg_pool_3x3~1|+|skip_connect~0|avg_pool_3x3~1|skip_connect~2|\n",
+      "|none~0|+|nor_conv_3x3~0|nor_conv_1x1~1|+|nor_conv_3x3~0|avg_pool_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_1x1~0|none~1|+|avg_pool_3x3~0|none~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_1x1~0|avg_pool_3x3~1|+|avg_pool_3x3~0|nor_conv_1x1~1|avg_pool_3x3~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_3x3~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_1x1~0|skip_connect~1|+|nor_conv_3x3~0|nor_conv_3x3~1|nor_conv_1x1~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|nor_conv_3x3~0|+|nor_conv_3x3~0|skip_connect~1|+|skip_connect~0|nor_conv_3x3~1|none~2|\n",
+      "|avg_pool_3x3~0|+|none~0|none~1|+|nor_conv_3x3~0|nor_conv_3x3~1|none~2|\n",
+      "|nor_conv_1x1~0|+|nor_conv_3x3~0|avg_pool_3x3~1|+|none~0|none~1|nor_conv_3x3~2|\n",
+      "|none~0|+|none~0|skip_connect~1|+|avg_pool_3x3~0|nor_conv_1x1~1|skip_connect~2|\n",
+      "|nor_conv_3x3~0|+|skip_connect~0|skip_connect~1|+|avg_pool_3x3~0|avg_pool_3x3~1|nor_conv_3x3~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|skip_connect~0|skip_connect~1|none~2|\n",
+      "|avg_pool_3x3~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|skip_connect~0|nor_conv_1x1~1|none~2|\n",
+      "|skip_connect~0|+|nor_conv_3x3~0|nor_conv_3x3~1|+|nor_conv_3x3~0|none~1|nor_conv_1x1~2|\n",
+      "|none~0|+|avg_pool_3x3~0|avg_pool_3x3~1|+|avg_pool_3x3~0|none~1|avg_pool_3x3~2|\n",
+      "|nor_conv_1x1~0|+|none~0|nor_conv_1x1~1|+|none~0|nor_conv_1x1~1|nor_conv_1x1~2|\n"
+     ]
+    }
+   ],
+   "source": [
+    "graphs = []\n",
+    "length = 15625\n",
+    "ops_type = {}\n",
+    "len_ops = set()\n",
+    "for i in range(length):\n",
+    "    arch_info = api.query_meta_info_by_index(i)\n",
+    "    nodes, edges = parse_architecture_string(arch_info.arch_str)\n",
+    "    adj_matrix, ops = create_adj_matrix_and_ops(nodes, edges)    \n",
+    "    if i < 5:\n",
+    "        print(\"Adjacency Matrix:\")\n",
+    "        print(adj_matrix)\n",
+    "        print(\"Operations List:\")\n",
+    "        print(ops)\n",
+    "    for op in ops:\n",
+    "        if op not in ops_type:\n",
+    "            ops_type[op] = len(ops_type)\n",
+    "    len_ops.add(len(ops))\n",
+    "    graphs.append((adj_matrix, ops))\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 30,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "7\n",
+      "1\n",
+      "{'input': 0, 'avg_pool_3x3': 1, 'nor_conv_1x1': 2, 'skip_connect': 3, 'output': 4, 'nor_conv_3x3': 5, 'none': 6}\n",
+      "{8}\n"
+     ]
+    }
+   ],
+   "source": [
+    "print(len(ops_type))\n",
+    "print(len(len_ops))\n",
+    "print(ops_type)\n",
+    "print(len_ops)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 31,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "op_to_atom = {\n",
+    "    'input': 'Si',          # Hydrogen for input\n",
+    "    'nor_conv_1x1': 'C',   # Carbon for 1x1 convolution\n",
+    "    'nor_conv_3x3': 'N',   # Nitrogen for 3x3 convolution\n",
+    "    'avg_pool_3x3': 'O',   # Oxygen for 3x3 average pooling\n",
+    "    'skip_connect': 'P',   # Phosphorus for skip connection\n",
+    "    'none': 'S',           # Sulfur for no operation\n",
+    "    'output': 'He'         # Helium for output\n",
+    "}\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 32,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def graphs_to_json(graphs, filename):\n",
+    "    source_name = \"nas-bench-201\"\n",
+    "    num_graph = len(graphs)\n",
+    "    pt = Chem.GetPeriodicTable()\n",
+    "    atom_name_list = []\n",
+    "    atom_count_list = []\n",
+    "    for i in range(2, 119):\n",
+    "        atom_name_list.append(pt.GetElementSymbol(i))\n",
+    "        atom_count_list.append(0)\n",
+    "    atom_name_list.append('*')\n",
+    "    atom_count_list.append(0)\n",
+    "    n_atoms_per_mol = [0] * 500\n",
+    "    bond_count_list = [0, 0, 0, 0, 0]\n",
+    "    bond_type_to_index =  {BT.SINGLE: 1, BT.DOUBLE: 2, BT.TRIPLE: 3, BT.AROMATIC: 4}\n",
+    "    valencies = [0] * 500\n",
+    "    transition_E = np.zeros((118, 118, 5))\n",
+    "\n",
+    "    n_atom_list = []\n",
+    "    n_bond_list = []\n",
+    "    # graphs = [(adj_matrix, ops), ...]\n",
+    "    for graph in graphs:\n",
+    "        ops = graph[1]\n",
+    "        n_atom = len(ops)\n",
+    "        n_bond = 1\n",
+    "        n_atom_list.append(n_atom)\n",
+    "        n_bond_list.append(n_bond)\n",
+    "\n",
+    "        n_atoms_per_mol[n_atom] += 1\n",
+    "        cur_atom_count_arr = np.zeros(118)\n",
+    "\n",
+    "        for op in ops:\n",
+    "            symbol = op_to_atom[op]\n",
+    "            if symbol == 'H':\n",
+    "                continue\n",
+    "            elif symbol == '*':\n",
+    "                atom_count_list[-1] += 1\n",
+    "                cur_atom_count_arr[-1] += 1\n",
+    "            else:\n",
+    "                atom_count_list[pt.GetAtomicNumber(symbol)-2] += 1\n",
+    "                cur_atom_count_arr[pt.GetAtomicNumber(symbol)-2] += 1\n",
+    "                try:\n",
+    "                    valencies[int(pt.GetDefaultValence(symbol))] += 1\n",
+    "                except:\n",
+    "                    print('int(pt.GetDefaultValence(symbol))', int(pt.GetDefaultValence(symbol)))\n",
+    "        transition_E_temp = np.zeros((118, 118, 5))\n",
+    "        print(n_atom)\n",
+    "        for i in range(n_atom):\n",
+    "            for j in range(n_atom):\n",
+    "                if i == j:\n",
+    "                    continue\n",
+    "                start_atom, end_atom = i, j\n",
+    "                if ops[start_atom] == 'input' or ops[end_atom] == 'input':\n",
+    "                    continue\n",
+    "                if ops[start_atom] == 'output' or ops[end_atom] == 'output':\n",
+    "                    continue\n",
+    "                if ops[start_atom] == 'none' or ops[end_atom] == 'none':\n",
+    "                    continue\n",
+    "                \n",
+    "                start_index = pt.GetAtomicNumber(op_to_atom[ops[start_atom]]) - 2\n",
+    "                end_index = pt.GetAtomicNumber(op_to_atom[ops[end_atom]]) - 2\n",
+    "                print(start_index, end_index)\n",
+    "                bond_index = 1\n",
+    "                bond_count_list[bond_index] += 2\n",
+    "                \n",
+    "                transition_E[start_index, end_index, bond_index] += 2\n",
+    "                transition_E[end_index, start_index, bond_index] += 2\n",
+    "                transition_E_temp[start_index, end_index, bond_index] += 2\n",
+    "                transition_E_temp[end_index, start_index, bond_index] += 2\n",
+    "\n",
+    "        n_atoms_per_mol = np.array(n_atoms_per_mol) / np.sum(n_atoms_per_mol)\n",
+    "\n",
+    "        # transition_E = transition_E / np.sum(transition_E, axis=-1, keepdims=True)\n",
+    "        no_edge = np.sum(transition_E, axis=-1) == 0\n",
+    "        first_elt = transition_E[:, :, 0]\n",
+    "        first_elt[no_edge] = 1\n",
+    "        transition_E[:, :, 0] = first_elt\n",
+    "        transition_E = transition_E / np.sum(transition_E, axis=-1, keepdims=True)\n",
+    "        meta_dict = {\n",
+    "            'source': 'nasbench-201',\n",
+    "            'num_graph': num_graph,\n",
+    "            'n_atoms_per_mol_dist': n_atoms_per_mol.tolist()[:51],\n",
+    "            'max_node': max(n_atom_list),\n",
+    "            'max_bond': max(n_bond_list),\n",
+    "            'atom_type_dist': atom_count_list,\n",
+    "            'bond_type_dist': bond_count_list,\n",
+    "            'valencies': valencies,\n",
+    "            'active_atoms': [atom_name_list[i] for i in range(118) if atom_count_list[i] > 0],\n",
+    "            'num_atom_type': len([atom_name_list[i] for i in range(118) if atom_count_list[i] > 0]),\n",
+    "            'transition_E': transition_E.tolist(),\n",
+    "        }\n",
+    "\n",
+    "        with open(f'{filename}.meta.json', 'w') as f:\n",
+    "            json.dump(meta_dict, f)\n",
+    "        return meta_dict\n",
+    "\n",
+    "        "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 33,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "8\n",
+      "6 4\n",
+      "6 13\n",
+      "6 4\n",
+      "6 13\n",
+      "6 13\n",
+      "4 6\n",
+      "4 13\n",
+      "4 4\n",
+      "4 13\n",
+      "4 13\n",
+      "13 6\n",
+      "13 4\n",
+      "13 4\n",
+      "13 13\n",
+      "13 13\n",
+      "4 6\n",
+      "4 4\n",
+      "4 13\n",
+      "4 13\n",
+      "4 13\n",
+      "13 6\n",
+      "13 4\n",
+      "13 13\n",
+      "13 4\n",
+      "13 13\n",
+      "13 6\n",
+      "13 4\n",
+      "13 13\n",
+      "13 4\n",
+      "13 13\n"
+     ]
+    },
+    {
+     "data": {
+      "text/plain": [
+       "{'source': 'nasbench-201',\n",
+       " 'num_graph': 15625,\n",
+       " 'n_atoms_per_mol_dist': [0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  1.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0,\n",
+       "  0.0],\n",
+       " 'max_node': 8,\n",
+       " 'max_bond': 1,\n",
+       " 'atom_type_dist': [1,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  2,\n",
+       "  0,\n",
+       "  1,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  1,\n",
+       "  3,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0],\n",
+       " 'bond_type_dist': [0, 60, 0, 0, 0],\n",
+       " 'valencies': [1,\n",
+       "  0,\n",
+       "  1,\n",
+       "  3,\n",
+       "  3,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0,\n",
+       "  0],\n",
+       " 'active_atoms': ['He', 'C', 'O', 'Si', 'P'],\n",
+       " 'num_atom_type': 5,\n",
+       " 'transition_E': [[[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [0.0, 1.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [0.0, 1.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [0.0, 1.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [0.0, 1.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [0.0, 1.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [0.0, 1.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [0.0, 1.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [0.0, 1.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]],\n",
+       "  [[1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0],\n",
+       "   [1.0, 0.0, 0.0, 0.0, 0.0]]]}"
+      ]
+     },
+     "execution_count": 33,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "graphs_to_json(graphs, 'nasbench-201')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 34,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "def gen_adj_matrix_and_ops(nasbench):\n",
+    "    i = 0\n",
+    "    epoch = 108\n",
+    "\n",
+    "    for unique_hash in nasbench.hash_iterator():\n",
+    "        fixed_metrics, computed_metrics = nasbench.get_metrics_from_hash(unique_hash)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 35,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import torch\n",
+    "from torch_geometric.data import InMemoryDataset, Data\n",
+    "import os.path as osp\n",
+    "import pandas as pd\n",
+    "from tqdm import tqdm\n",
+    "import networkx as nx\n",
+    "import numpy as np\n",
+    "\n",
+    "class Dataset(InMemoryDataset):\n",
+    "    def __init__(self, source, root, target_prop=None, transform=None, pre_transform=None, pre_filter=None):\n",
+    "        self.target_prop = target_prop\n",
+    "        self.source = source\n",
+    "        self.api = API(source)  # Initialize NAS-Bench-201 API\n",
+    "        super().__init__(root, transform, pre_transform, pre_filter)\n",
+    "        self.data, self.slices = torch.load(self.processed_paths[0])\n",
+    "\n",
+    "    @property\n",
+    "    def raw_file_names(self):\n",
+    "        return []  # NAS-Bench-201 data is loaded via the API, no raw files needed\n",
+    "    \n",
+    "    @property\n",
+    "    def processed_file_names(self):\n",
+    "        return [f'{self.source}.pt']\n",
+    "\n",
+    "    def process(self):\n",
+    "        def parse_architecture_string(arch_str):\n",
+    "            stages = arch_str.split('+')\n",
+    "            nodes = ['input']\n",
+    "            edges = []\n",
+    "            \n",
+    "            for stage in stages:\n",
+    "                operations = stage.strip('|').split('|')\n",
+    "                for op in operations:\n",
+    "                    operation, idx = op.split('~')\n",
+    "                    idx = int(idx)\n",
+    "                    edges.append((idx, len(nodes)))  # Add edge from idx to the new node\n",
+    "                    nodes.append(operation)\n",
+    "            nodes.append('output')  # Add the output node\n",
+    "            return nodes, edges\n",
+    "\n",
+    "        def create_graph(nodes, edges):\n",
+    "            G = nx.DiGraph()\n",
+    "            for i, node in enumerate(nodes):\n",
+    "                G.add_node(i, label=node)\n",
+    "            G.add_edges_from(edges)\n",
+    "            return G\n",
+    "\n",
+    "        def arch_to_graph(arch_str, sa, sc, target, target2=None, target3=None):\n",
+    "            nodes, edges = parse_architecture_string(arch_str)\n",
+    "            node_labels = [bonds[node] for node in nodes]  # Replace with appropriate encoding if necessary\n",
+    "            x = torch.LongTensor(node_labels)\n",
+    "\n",
+    "            edges_list = [(start, end) for start, end in edges]\n",
+    "            edge_type = [bonds[nodes[end]] for start, end in edges]  # Example: using end node type as edge type\n",
+    "            edge_index = torch.tensor(edges_list, dtype=torch.long).t().contiguous()\n",
+    "            edge_type = torch.tensor(edge_type, dtype=torch.long)\n",
+    "            edge_attr = edge_type.view(-1, 1)\n",
+    "\n",
+    "            if target3 is not None:\n",
+    "                y = torch.tensor([sa, sc, target, target2, target3], dtype=torch.float).view(1, -1)\n",
+    "            elif target2 is not None:\n",
+    "                y = torch.tensor([sa, sc, target, target2], dtype=torch.float).view(1, -1)\n",
+    "            else:\n",
+    "                y = torch.tensor([sa, sc, target], dtype=torch.float).view(1, -1)\n",
+    "\n",
+    "            data = Data(x=x, edge_index=edge_index, edge_attr=edge_attr, y=y)\n",
+    "            return data, nodes\n",
+    "\n",
+    "        bonds = {\n",
+    "            'nor_conv_1x1': 1,\n",
+    "            'nor_conv_3x3': 2,\n",
+    "            'avg_pool_3x3': 3,\n",
+    "            'skip_connect': 4,\n",
+    "            'input': 0,\n",
+    "            'output': 5,\n",
+    "            'none': 6\n",
+    "        }\n",
+    "\n",
+    "        # Prepare to process NAS-Bench-201 data\n",
+    "        data_list = []\n",
+    "        len_data = len(self.api)  # Number of architectures\n",
+    "        with tqdm(total=len_data) as pbar:\n",
+    "            for arch_index in range(len_data):\n",
+    "                arch_info = self.api.query_meta_info_by_index(arch_index)\n",
+    "                arch_str = arch_info.arch_str\n",
+    "                sa = np.random.rand()  # Placeholder for synthetic accessibility\n",
+    "                sc = np.random.rand()  # Placeholder for substructure count\n",
+    "                target = np.random.rand()  # Placeholder for target value\n",
+    "                target2 = np.random.rand()  # Placeholder for second target value\n",
+    "                target3 = np.random.rand()  # Placeholder for third target value\n",
+    "\n",
+    "                data, active_nodes = arch_to_graph(arch_str, sa, sc, target, target2, target3)\n",
+    "                data_list.append(data)\n",
+    "                pbar.update(1)\n",
+    "\n",
+    "        torch.save(self.collate(data_list), self.processed_paths[0])\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 36,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "try to create the NAS-Bench-201 api from ./NAS-Bench-201-v1_1-096897.pth\n"
+     ]
+    }
+   ],
+   "source": [
+    "dataset = Dataset(source='./NAS-Bench-201-v1_1-096897.pth', root='./data')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 38,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import pathlib\n",
+    "import torch\n",
+    "from torch_geometric.data import DataLoader\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "import pandas as pd\n",
+    "from tqdm import tqdm\n",
+    "# import nas_bench_201 as nb201\n",
+    "\n",
+    "import utils as utils\n",
+    "from datasets.abstract_dataset import AbstractDatasetInfos, AbstractDataModule\n",
+    "from diffusion.distributions import DistributionNodes\n",
+    "\n",
+    "class DataModule(AbstractDataModule):\n",
+    "    def __init__(self, cfg):\n",
+    "        self.datadir = cfg.dataset.datadir\n",
+    "        self.task = cfg.dataset.task_name\n",
+    "        print(\"DataModule\")\n",
+    "        print(\"task\", self.task)\n",
+    "        print(\"datadir\", self.datadir)\n",
+    "        super().__init__(cfg)\n",
+    "\n",
+    "    def prepare_data(self) -> None:\n",
+    "        target = getattr(self.cfg.dataset, 'guidance_target', None)\n",
+    "        print(\"target\", target)\n",
+    "        base_path = pathlib.Path(os.path.realpath(__file__)).parents[2]\n",
+    "        root_path = os.path.join(base_path, self.datadir)\n",
+    "        self.root_path = root_path\n",
+    "\n",
+    "        batch_size = self.cfg.train.batch_size\n",
+    "        \n",
+    "        num_workers = self.cfg.train.num_workers\n",
+    "        pin_memory = self.cfg.dataset.pin_memory\n",
+    "\n",
+    "        # Load the dataset to the memory\n",
+    "        # Dataset has target property, root path, and transform\n",
+    "        dataset = Dataset(source=self.task, root=root_path, target_prop=target, transform=None)\n",
+    "\n",
+    "        if len(self.task.split('-')) == 2:\n",
+    "            train_index, val_index, test_index, unlabeled_index = self.fixed_split(dataset)\n",
+    "        else:\n",
+    "            train_index, val_index, test_index, unlabeled_index = self.random_data_split(dataset)\n",
+    "\n",
+    "        self.train_index, self.val_index, self.test_index, self.unlabeled_index = train_index, val_index, test_index, unlabeled_index\n",
+    "        train_index, val_index, test_index, unlabeled_index = torch.LongTensor(train_index), torch.LongTensor(val_index), torch.LongTensor(test_index), torch.LongTensor(unlabeled_index)\n",
+    "        if len(unlabeled_index) > 0:\n",
+    "            train_index = torch.cat([train_index, unlabeled_index], dim=0)\n",
+    "        \n",
+    "        train_dataset, val_dataset, test_dataset = dataset[train_index], dataset[val_index], dataset[test_index]\n",
+    "        self.train_dataset = train_dataset  \n",
+    "        print('train len', len(train_dataset), 'val len', len(val_dataset), 'test len', len(test_dataset))\n",
+    "        print('train len', len(train_index), 'val len', len(val_index), 'test len', len(test_index))\n",
+    "        print('dataset len', len(dataset), 'train len', len(train_dataset), 'val len', len(val_dataset), 'test len', len(test_dataset))\n",
+    "        self.train_loader = DataLoader(train_dataset, batch_size=batch_size, num_workers=num_workers, shuffle=True, pin_memory=pin_memory)\n",
+    "\n",
+    "        self.val_loader = DataLoader(val_dataset, batch_size=batch_size, num_workers=num_workers, shuffle=False, pin_memory=False)\n",
+    "        self.test_loader = DataLoader(test_dataset, batch_size=batch_size, num_workers=num_workers, shuffle=False, pin_memory=False)\n",
+    "\n",
+    "        training_iterations = len(train_dataset) // batch_size\n",
+    "        self.training_iterations = training_iterations\n",
+    "    \n",
+    "    def random_data_split(self, dataset):\n",
+    "        nan_count = torch.isnan(dataset.data.y[:, 0]).sum().item()\n",
+    "        labeled_len = len(dataset) - nan_count\n",
+    "        full_idx = list(range(labeled_len))\n",
+    "        train_ratio, valid_ratio, test_ratio = 0.6, 0.2, 0.2\n",
+    "        train_index, test_index, _, _ = train_test_split(full_idx, full_idx, test_size=test_ratio, random_state=42)\n",
+    "        train_index, val_index, _, _ = train_test_split(train_index, train_index, test_size=valid_ratio/(valid_ratio+train_ratio), random_state=42)\n",
+    "        unlabeled_index = list(range(labeled_len, len(dataset)))\n",
+    "        print(self.task, ' dataset len', len(dataset), 'train len', len(train_index), 'val len', len(val_index), 'test len', len(test_index), 'unlabeled len', len(unlabeled_index))\n",
+    "        return train_index, val_index, test_index, unlabeled_index\n",
+    "    \n",
+    "    def fixed_split(self, dataset):\n",
+    "        if self.task == 'O2-N2':\n",
+    "            test_index = [42,43,92,122,197,198,251,254,257,355,511,512,549,602,603,604]\n",
+    "        else:\n",
+    "            raise ValueError('Invalid task name: {}'.format(self.task))\n",
+    "        full_idx = list(range(len(dataset)))\n",
+    "        full_idx = list(set(full_idx) - set(test_index))\n",
+    "        train_ratio = 0.8\n",
+    "        train_index, val_index, _, _ = train_test_split(full_idx, full_idx, test_size=1-train_ratio, random_state=42)\n",
+    "        print(self.task, ' dataset len', len(dataset), 'train len', len(train_index), 'val len', len(val_index), 'test len', len(test_index))\n",
+    "        return train_index, val_index, test_index, []\n",
+    "\n",
+    "    def get_train_smiles(self):\n",
+    "        raise NotImplementedError(\"This method is not applicable for NAS-Bench-201 data.\")\n",
+    "\n",
+    "    def get_data_split(self):\n",
+    "        raise NotImplementedError(\"This method is not applicable for NAS-Bench-201 data.\")\n",
+    "\n",
+    "    def example_batch(self):\n",
+    "        return next(iter(self.val_loader))\n",
+    "    \n",
+    "    def train_dataloader(self):\n",
+    "        return self.train_loader\n",
+    "\n",
+    "    def val_dataloader(self):\n",
+    "        return self.val_loader\n",
+    "    \n",
+    "    def test_dataloader(self):\n",
+    "        return self.test_loader\n"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "cfg = utils.load_config()\n",
+    "datamodule = DataModule(cfg=cfg)"
+   ]
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "graphdit",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.9.19"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}