Refine lib -> xautodl

exps/LFNA/basic-his.py

@@ -6,21 +6,22 @@
 import sys, time, copy, torch, random, argparse
 from tqdm import tqdm
 from copy import deepcopy
-from pathlib import Path
 
-lib_dir = (Path(__file__).parent / ".." / ".." / "lib").resolve()
-if str(lib_dir) not in sys.path:
-    sys.path.insert(0, str(lib_dir))
-from procedures import prepare_seed, prepare_logger, save_checkpoint, copy_checkpoint
-from log_utils import time_string
-from log_utils import AverageMeter, convert_secs2time
+from xautodl.procedures import (
+    prepare_seed,
+    prepare_logger,
+    save_checkpoint,
+    copy_checkpoint,
+)
+from xautodl.log_utils import time_string
+from xautodl.log_utils import AverageMeter, convert_secs2time
 
-from utils import split_str2indexes
+from xautodl.utils import split_str2indexes
 
-from procedures.advanced_main import basic_train_fn, basic_eval_fn
-from procedures.metric_utils import SaveMetric, MSEMetric, ComposeMetric
-from datasets.synthetic_core import get_synthetic_env
-from models.xcore import get_model
+from xautodl.procedures.advanced_main import basic_train_fn, basic_eval_fn
+from xautodl.procedures.metric_utils import SaveMetric, MSEMetric, ComposeMetric
+from xautodl.datasets.synthetic_core import get_synthetic_env
+from xautodl.models.xcore import get_model
 
 
 from lfna_utils import lfna_setup

exps/LFNA/basic-prev.py

@@ -9,19 +9,21 @@ from tqdm import tqdm
 from copy import deepcopy
 from pathlib import Path
 
-lib_dir = (Path(__file__).parent / ".." / ".." / "lib").resolve()
-if str(lib_dir) not in sys.path:
-    sys.path.insert(0, str(lib_dir))
-from procedures import prepare_seed, prepare_logger, save_checkpoint, copy_checkpoint
-from log_utils import time_string
-from log_utils import AverageMeter, convert_secs2time
+from xautodl.procedures import (
+    prepare_seed,
+    prepare_logger,
+    save_checkpoint,
+    copy_checkpoint,
+)
+from xautodl.log_utils import time_string
+from xautodl.log_utils import AverageMeter, convert_secs2time
 
-from utils import split_str2indexes
+from xautodl.utils import split_str2indexes
 
-from procedures.advanced_main import basic_train_fn, basic_eval_fn
-from procedures.metric_utils import SaveMetric, MSEMetric, ComposeMetric
-from datasets.synthetic_core import get_synthetic_env
-from models.xcore import get_model
+from xautodl.procedures.advanced_main import basic_train_fn, basic_eval_fn
+from xautodl.procedures.metric_utils import SaveMetric, MSEMetric, ComposeMetric
+from xautodl.datasets.synthetic_core import get_synthetic_env
+from xautodl.models.xcore import get_model
 
 from lfna_utils import lfna_setup
 

exps/LFNA/basic-same.py

@@ -9,19 +9,21 @@ from tqdm import tqdm
 from copy import deepcopy
 from pathlib import Path
 
-lib_dir = (Path(__file__).parent / ".." / ".." / "lib").resolve()
-if str(lib_dir) not in sys.path:
-    sys.path.insert(0, str(lib_dir))
-from procedures import prepare_seed, prepare_logger, save_checkpoint, copy_checkpoint
-from log_utils import time_string
-from log_utils import AverageMeter, convert_secs2time
+from xautodl.procedures import (
+    prepare_seed,
+    prepare_logger,
+    save_checkpoint,
+    copy_checkpoint,
+)
+from xautodl.log_utils import time_string
+from xautodl.log_utils import AverageMeter, convert_secs2time
 
-from utils import split_str2indexes
+from xautodl.utils import split_str2indexes
 
-from procedures.advanced_main import basic_train_fn, basic_eval_fn
-from procedures.metric_utils import SaveMetric, MSEMetric, ComposeMetric
-from datasets.synthetic_core import get_synthetic_env
-from models.xcore import get_model
+from xautodl.procedures.advanced_main import basic_train_fn, basic_eval_fn
+from xautodl.procedures.metric_utils import SaveMetric, MSEMetric, ComposeMetric
+from xautodl.datasets.synthetic_core import get_synthetic_env
+from xautodl.models.xcore import get_model
 
 from lfna_utils import lfna_setup
 

exps/basic-main.py

@@ -10,7 +10,12 @@ from pathlib import Path
 
 from xautodl.datasets import get_datasets
 from xautodl.config_utils import load_config, obtain_basic_args as obtain_args
-from xautodl.procedures import prepare_seed, prepare_logger, save_checkpoint, copy_checkpoint
+from xautodl.procedures import (
+    prepare_seed,
+    prepare_logger,
+    save_checkpoint,
+    copy_checkpoint,
+)
 from xautodl.procedures import get_optim_scheduler, get_procedures
 from xautodl.models import obtain_model
 from xautodl.nas_infer_model import obtain_nas_infer_model

exps/search-shape.py

@@ -15,7 +15,12 @@ from xautodl.config_utils import (
     configure2str,
     obtain_search_single_args as obtain_args,
 )
-from xautodl.procedures import prepare_seed, prepare_logger, save_checkpoint, copy_checkpoint
+from xautodl.procedures import (
+    prepare_seed,
+    prepare_logger,
+    save_checkpoint,
+    copy_checkpoint,
+)
 from xautodl.procedures import get_optim_scheduler, get_procedures
 from xautodl.datasets import get_datasets, SearchDataset
 from xautodl.models import obtain_search_model, obtain_model, change_key

exps/trading/baselines.py

@@ -24,18 +24,13 @@ import copy
 from datetime import datetime
 import argparse
 from collections import OrderedDict
-from pathlib import Path
 from pprint import pprint
 import ruamel.yaml as yaml
 
-lib_dir = (Path(__file__).parent / ".." / ".." / "lib").resolve()
-if str(lib_dir) not in sys.path:
-    sys.path.insert(0, str(lib_dir))
-
-from config_utils import arg_str2bool
-from procedures.q_exps import update_gpu
-from procedures.q_exps import update_market
-from procedures.q_exps import run_exp
+from xautodl.config_utils import arg_str2bool
+from xautodl.procedures.q_exps import update_gpu
+from xautodl.procedures.q_exps import update_market
+from xautodl.procedures.q_exps import run_exp
 
 import qlib
 from qlib.utils import init_instance_by_config

exps/trading/organize_results.py

@@ -7,15 +7,11 @@ import os, re, sys, argparse
 import numpy as np
 from typing import List, Text
 from collections import defaultdict, OrderedDict
-from pathlib import Path
 from pprint import pprint
 import ruamel.yaml as yaml
 
-lib_dir = (Path(__file__).parent / ".." / ".." / "lib").resolve()
-if str(lib_dir) not in sys.path:
-    sys.path.insert(0, str(lib_dir))
+from xautodl.config_utils import arg_str2bool
 
-from config_utils import arg_str2bool
 import qlib
 from qlib.config import REG_CN
 from qlib.workflow import R

exps/trading/workflow_tt.py

@@ -6,16 +6,11 @@
 # - https://github.com/microsoft/qlib/blob/main/examples/workflow_by_code.py
 # python exps/trading/workflow_tt.py --gpu 1 --market csi300
 #####################################################
-import sys, argparse
-from pathlib import Path
+import argparse
 
-lib_dir = (Path(__file__).parent / ".." / ".." / "lib").resolve()
-if str(lib_dir) not in sys.path:
-    sys.path.insert(0, str(lib_dir))
-
-from procedures.q_exps import update_gpu
-from procedures.q_exps import update_market
-from procedures.q_exps import run_exp
+from xautodl.procedures.q_exps import update_gpu
+from xautodl.procedures.q_exps import update_market
+from xautodl.procedures.q_exps import run_exp
 
 import qlib
 from qlib.config import C