32 lines
2.3 KiB
Python
32 lines
2.3 KiB
Python
import os, sys, time, random, argparse
|
|
from .share_args import add_shared_args
|
|
|
|
|
|
def obtain_search_single_args():
|
|
parser = argparse.ArgumentParser(description='Train a classification model on typical image classification datasets.', formatter_class=argparse.ArgumentDefaultsHelpFormatter)
|
|
parser.add_argument('--resume' , type=str, help='Resume path.')
|
|
parser.add_argument('--model_config' , type=str, help='The path to the model configuration')
|
|
parser.add_argument('--optim_config' , type=str, help='The path to the optimizer configuration')
|
|
parser.add_argument('--split_path' , type=str, help='The split file path.')
|
|
parser.add_argument('--search_shape' , type=str, help='The shape to be searched.')
|
|
#parser.add_argument('--arch_para_pure', type=int, help='The architecture-parameter pure or not.')
|
|
parser.add_argument('--gumbel_tau_max', type=float, help='The maximum tau for Gumbel.')
|
|
parser.add_argument('--gumbel_tau_min', type=float, help='The minimum tau for Gumbel.')
|
|
parser.add_argument('--procedure' , type=str, help='The procedure basic prefix.')
|
|
parser.add_argument('--FLOP_ratio' , type=float, help='The expected FLOP ratio.')
|
|
parser.add_argument('--FLOP_weight' , type=float, help='The loss weight for FLOP.')
|
|
parser.add_argument('--FLOP_tolerant' , type=float, help='The tolerant range for FLOP.')
|
|
add_shared_args( parser )
|
|
# Optimization options
|
|
parser.add_argument('--batch_size' , type=int, default=2, help='Batch size for training.')
|
|
args = parser.parse_args()
|
|
|
|
if args.rand_seed is None or args.rand_seed < 0:
|
|
args.rand_seed = random.randint(1, 100000)
|
|
assert args.save_dir is not None, 'save-path argument can not be None'
|
|
assert args.gumbel_tau_max is not None and args.gumbel_tau_min is not None
|
|
assert args.FLOP_tolerant is not None and args.FLOP_tolerant > 0, 'invalid FLOP_tolerant : {:}'.format(FLOP_tolerant)
|
|
#assert args.arch_para_pure is not None, 'arch_para_pure is not None: {:}'.format(args.arch_para_pure)
|
|
#args.arch_para_pure = bool(args.arch_para_pure)
|
|
return args
|