| experiment_name: EndoSAM | |
| model: | |
| class_num: 2 | |
| sam_model_customized: true | |
| sam_model_type: default | |
| sam_model_dir: /home/iu/Desktop/EndoSAM/sam_ckpts/default.pth | |
| encoder_size: 1024 | |
| dataset: | |
| class_names: | |
| - background | |
| - instrument-clapster | |
| dataset_dir: /home/iu/Downloads/all_data | |
| img_format: jpg | |
| ann_format: png | |
| losses: | |
| ce: | |
| weight: 0.5 | |
| mse: | |
| weight: 0.5 | |
| opt_params: | |
| lr_default: 0.0001 | |
| max_iter: 1 | |
| val_iter: 5 | |
| train_bs: 2 | |
| val_bs: 2 | |
| test_bs: 1 | |
| num_workers: 20 | |
| num_token: 4 | |
| log_folder: /home/iu/Desktop/EndoSAM_experiment/log | |
| model_folder: /home/iu/Desktop/EndoSAM_experiment/model | |
| ckpt_folder: /home/iu/Desktop/EndoSAM_experiment/checkpoint | |
| plot_folder: /home/iu/Desktop/EndoSAM_experiment/plots | |
| test_folder: /home/iu/Desktop/EndoSAM_experiment/inference | |