scDINO_args.txt

{'arch': 'vit_small', 'patch_size': 16, 'out_dim': 65536, 'norm_last_layer': True, 'momentum_teacher': 0.996, 'use_bn_in_head': False, 'warmup_teacher_temp': 0.04, 'teacher_temp': 0.04, 'warmup_teacher_temp_epochs': 0, 'use_fp16': False, 'weight_decay': 0.04, 'weight_decay_end': 0.4, 'clip_grad': 3.0, 'batch_size_per_gpu': 30, 'epochs': 101, 'freeze_last_layer': 1, 'lr': 0.0005, 'warmup_epochs': 10, 'min_lr': 1e-06, 'optimizer': 'adamw', 'drop_path_rate': 0.1, 'img_channels': ['0', '1', '2', '3', '4'], 'norm_per_channel': '[(0.2981, 0.5047, 0.1918, 0.2809, 0.3800),(0.2232, 0.1659, 0.2403, 0.1938, 0.1956)]', 'upscale_factor': 0.0, 'center_crop': 0, 'seed_split_dataset': 36, 'global_crops_scale': (0.4, 1.0), 'local_crops_number': 8, 'local_crops_scale': (0.05, 0.4), 'data_path': 'DeepPhenotype_PBMC_ImageSet_YSeverin/Training', 'output_dir': 'Phenoplex_vit_smallp16', 'saveckp_freq': 5, 'seed': 0, 'num_workers': 10, 'dist_url': 'env://', 'local_rank': 0, 'rank': 0, 'world_size': 8, 'gpu': 0}