| train_file: "setting/rad_graph_metric_train_local.json" | |
| valid_file: "setting/rad_graph_metric_validate_local.json" | |
| test_file: "setting/rad_graph_metric_test_local.json" | |
| label_file: "setting/landmark_observation_adj_mtx.npy" | |
| pathology_book: "PreTrain_MeDSLIP/data_file/observation explanation.json" | |
| image_res: 224 | |
| patch_size: 16 | |
| num_sentences: 12 | |
| num_tokens: 32 | |
| vision_width: 768 | |
| fea_width: 197 | |
| embed_dim: 256 | |
| batch_size: 64 | |
| test_batch_size: 32 | |
| temp: 0.07 | |
| mlm_probability: 0.15 | |
| queue_size: 8192 | |
| momentum: 0.995 | |
| alpha: 0.4 | |
| d_model: 256 | |
| res_base_model: "resnet50" | |
| num_queries: 75 | |
| dropout: 0.1 | |
| attribute_set_size: 2 | |
| N: 4 | |
| H: 4 | |
| no_cl: False | |
| exclude_class: False | |
| text_encoder: "emilyalsentzer/Bio_ClinicalBERT" | |
| shuffle_ratio: 0.5 | |
| optimizer: {opt: adamW, lr: 1e-4, weight_decay: 0.02} | |
| schedular: {sched: cosine, lr: 1e-4, epochs: 100, min_lr: 1e-5, decay_rate: 1, warmup_lr: 1e-5, warmup_epochs: 5, cooldown_epochs: 0} | |