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wrote the get_nasbench201_idx_score

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mhz
2024-07-28 21:18:55 +02:00
parent caf462f310
commit 13f77963d0
1 changed files with 3 additions and 9 deletions
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12
graph_dit/naswot/score_networks.py
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@@ -58,15 +58,9 @@ def get_batch_jacobian(net, x, target, device, args=None):
return jacob, target.detach(), y.detach(), out.detach() return jacob, target.detach(), y.detach(), out.detach()
def get_nasbench201_nodes_score(nodes, train_loader, searchspace, args, device): def get_nasbench201_nodes_score(nodes, train_loader, searchspace, args, device):
op_type = { num_to_op = ['input', 'nor_conv_1x1', 'nor_conv_3x3', 'avg_pool_3x3', 'skip_connect', 'none', 'output']
'input': 0,
'nor_conv_1x1': 1,
'nor_conv_3x3': 2,
'avg_pool_3x3': 3,
'skip_connect': 4,
'none': 5,
'output': 6,
}
def get_nasbench201_idx_score(idx, train_loader, searchspace, args, device): def get_nasbench201_idx_score(idx, train_loader, searchspace, args, device):
# device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu") # device = torch.device("cuda:0" if torch.cuda.is_available() else "cpu")