Python utils.utils.get_logger() Examples
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Example #1
Source File: main.py From self-supervised-da with MIT License | 5 votes |
def main(): args = get_args() config = process_config(args.config) # create the experiments dirs create_dirs([config.cache_dir, config.model_dir, config.log_dir, config.img_dir]) # logging to the file and stdout logger = get_logger(config.log_dir, config.exp_name) # fix random seed to reproduce results random.seed(config.random_seed) logger.info('Random seed: {:d}'.format(config.random_seed)) if config.method in ['src', 'jigsaw', 'rotate']: model = AuxModel(config, logger) else: raise ValueError("Unknown method: %s" % config.method) src_loader, val_loader = get_train_val_dataloader(config.datasets.src) test_loader = get_test_dataloader(config.datasets.test) tar_loader = None if config.datasets.get('tar', None): tar_loader = get_target_dataloader(config.datasets.tar) if config.mode == 'train': model.train(src_loader, tar_loader, val_loader, test_loader) elif config.mode == 'test': model.test(test_loader)