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main_test.py
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import argparse
import os
from dataset import get_loader, get_loader_test
from solver import Solver
def main(config):
if config.mode == 'train':
pass
elif config.mode == 'test':
test_loader = get_loader_test(config.test_path, config.test_label, config.img_size, config.batch_size,
mode='test',
filename=config.test_file, num_thread=config.num_thread)
if not os.path.exists(config.test_fold): os.mkdir(config.test_fold)
test = Solver(None, None, test_loader, config)
test.test()
else:
raise IOError("illegal input!!!")
if __name__ == '__main__':
parser = argparse.ArgumentParser()
# Hyper-parameters
parser.add_argument('--n_color', type=int, default=3)
parser.add_argument('--lr', type=float, default=3e-3)
parser.add_argument('--clip_gradient', type=float, default=1.0)
parser.add_argument('--cuda', type=bool, default=True)
# Training settings
parser.add_argument('--multi_gpu', type=bool, default=True)
parser.add_argument('--vgg', type=str, default='')
parser.add_argument('--train_path', type=str, default='')
parser.add_argument('--label_path', type=str, default='')
parser.add_argument('--img_size', type=int, default=None) # 256
parser.add_argument('--epoch', type=int, default=100)
parser.add_argument('--batch_size', type=int, default=1) # 8
parser.add_argument('--val', type=bool, default=True)
parser.add_argument('--val_path', type=str, default='')
parser.add_argument('--val_label', type=str, default='')
parser.add_argument('--num_thread', type=int, default=4)
parser.add_argument('--load', type=str, default='')
parser.add_argument('--save_fold', type=str, default='./results')
parser.add_argument('--epoch_val', type=int, default=1)
parser.add_argument('--epoch_save', type=int, default=1)
parser.add_argument('--epoch_show', type=int, default=1)
parser.add_argument('--pre_trained', type=str, default=None)
# Testing settings
parser.add_argument('--backbone', type=str, default='Res18') # Res18, Res18Fixed
parser.add_argument('--test_path', type=str, default='')
parser.add_argument('--test_label', type=str, default='')
parser.add_argument('--test_file', type=str, default=None)
parser.add_argument('--model', type=str, default='')
parser.add_argument('--test_fold', type=str, default='')
parser.add_argument('--use_crf', type=bool, default=False)
# Misc
parser.add_argument('--mode', type=str, default='test', choices=['train', 'test'])
parser.add_argument('--visdom', type=bool, default=False)
config = parser.parse_args()
if config.test_file is None:
if 'SALICON/images/test' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Test_SALICON')
elif 'SALICON/images/val' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Val_SALICON')
elif 'MIT1003/val' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Val_MIT1003')
elif 'MIT1003/all' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'All_MIT1003')
elif 'MIT300' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Test_MIT300')
elif 'CAT2000' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Test_CAT2000')
elif 'PseudoSal' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Val_PseudoSal')
elif 'DUT-OMRON' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Test_DUT-OMRON')
elif 'PASCAL-S' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Test_PASCAL-S')
elif 'TORONTO' in config.test_path:
config.test_fold = os.path.join(config.save_fold, 'Test_TORONTO')
else:
raise NotImplementedError
else:
if 'Eye_Fixation_Test_SALICON' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Test_SALICON')
elif 'Eye_Fixation_Val_SALICON' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Val_SALICON')
elif 'Eye_Fixation_Val_MIT1003' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Val_MIT1003')
elif 'Eye_Fixation_All_MIT1003' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'All_MIT1003')
elif 'Eye_Fixation_Test_MIT300' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Test_MIT300')
elif 'Eye_Fixation_Test_CAT2000' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Test_CAT2000')
elif 'Val_Eye_Fixation_PseudoSal_all' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Val_PseudoSal')
elif 'Eye_Fixation_Train_DUT-OMRON' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Test_DUT-OMRON')
elif 'Eye_Fixation_Train_PASCAL-S' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Test_PASCAL-S')
elif 'Eye_Fixation_Train_TORONTO' in config.test_file:
config.test_fold = os.path.join(config.save_fold, 'Test_TORONTO')
else:
raise NotImplementedError
if not os.path.exists(config.save_fold): os.mkdir(config.save_fold)
main(config)