naswot/autodl/procedures/__init__.py
Jack Turner b74255e1f3 v2
2021-02-26 16:12:51 +00:00

26 lines
1.1 KiB
Python

##################################################
# Copyright (c) Xuanyi Dong [GitHub D-X-Y], 2019 #
##################################################
from .starts import prepare_seed, prepare_logger, get_machine_info, save_checkpoint, copy_checkpoint
from .optimizers import get_optim_scheduler
from .funcs_nasbench import evaluate_for_seed as bench_evaluate_for_seed
from .funcs_nasbench import pure_evaluate as bench_pure_evaluate
from .funcs_nasbench import get_nas_bench_loaders
def get_procedures(procedure):
from .basic_main import basic_train, basic_valid
from .search_main import search_train, search_valid
from .search_main_v2 import search_train_v2
from .simple_KD_main import simple_KD_train, simple_KD_valid
train_funcs = {'basic' : basic_train, \
'search': search_train,'Simple-KD': simple_KD_train, \
'search-v2': search_train_v2}
valid_funcs = {'basic' : basic_valid, \
'search': search_valid,'Simple-KD': simple_KD_valid, \
'search-v2': search_valid}
train_func = train_funcs[procedure]
valid_func = valid_funcs[procedure]
return train_func, valid_func