| { |
| "best_metric": 0.6666666666666666, |
| "best_model_checkpoint": "swin-base-patch4-window7-224-in22k-cons_Classification_base_V10/checkpoint-2", |
| "epoch": 7.0, |
| "eval_steps": 500, |
| "global_step": 7, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "step": 1, |
| "train_accuracy": 0.6, |
| "train_auc_class_0": 0.36, |
| "train_auc_class_1": 0.8, |
| "train_auc_class_2": 0.8400000000000001, |
| "train_auc_overall": 0.6666666666666666, |
| "train_loss": 0.9687549471855164, |
| "train_runtime": 1.665, |
| "train_samples_per_second": 9.009, |
| "train_steps_per_second": 0.601 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.5, |
| "eval_auc_class_0": 0.625, |
| "eval_auc_class_1": 0.75, |
| "eval_auc_class_2": 0.75, |
| "eval_auc_overall": 0.7083333333333334, |
| "eval_loss": 1.028936505317688, |
| "eval_runtime": 0.6838, |
| "eval_samples_per_second": 8.774, |
| "eval_steps_per_second": 1.462, |
| "step": 1 |
| }, |
| { |
| "epoch": 2.0, |
| "step": 2, |
| "train_accuracy": 0.8, |
| "train_auc_class_0": 0.98, |
| "train_auc_class_1": 1.0, |
| "train_auc_class_2": 1.0, |
| "train_auc_overall": 0.9933333333333333, |
| "train_loss": 0.6606505513191223, |
| "train_runtime": 1.7751, |
| "train_samples_per_second": 8.45, |
| "train_steps_per_second": 0.563 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.6666666666666666, |
| "eval_auc_class_0": 0.625, |
| "eval_auc_class_1": 0.75, |
| "eval_auc_class_2": 0.875, |
| "eval_auc_overall": 0.75, |
| "eval_loss": 0.9276485443115234, |
| "eval_runtime": 0.7125, |
| "eval_samples_per_second": 8.421, |
| "eval_steps_per_second": 1.404, |
| "step": 2 |
| }, |
| { |
| "epoch": 3.0, |
| "step": 3, |
| "train_accuracy": 1.0, |
| "train_auc_class_0": 1.0, |
| "train_auc_class_1": 1.0, |
| "train_auc_class_2": 1.0, |
| "train_auc_overall": 1.0, |
| "train_loss": 0.5248541831970215, |
| "train_runtime": 1.627, |
| "train_samples_per_second": 9.219, |
| "train_steps_per_second": 0.615 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.6666666666666666, |
| "eval_auc_class_0": 0.625, |
| "eval_auc_class_1": 1.0, |
| "eval_auc_class_2": 0.875, |
| "eval_auc_overall": 0.8333333333333334, |
| "eval_loss": 0.8520984053611755, |
| "eval_runtime": 0.7245, |
| "eval_samples_per_second": 8.281, |
| "eval_steps_per_second": 1.38, |
| "step": 3 |
| }, |
| { |
| "epoch": 4.0, |
| "step": 4, |
| "train_accuracy": 1.0, |
| "train_auc_class_0": 1.0, |
| "train_auc_class_1": 1.0, |
| "train_auc_class_2": 1.0, |
| "train_auc_overall": 1.0, |
| "train_loss": 0.36024707555770874, |
| "train_runtime": 1.7829, |
| "train_samples_per_second": 8.413, |
| "train_steps_per_second": 0.561 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.6666666666666666, |
| "eval_auc_class_0": 0.875, |
| "eval_auc_class_1": 1.0, |
| "eval_auc_class_2": 1.0, |
| "eval_auc_overall": 0.9583333333333334, |
| "eval_loss": 0.7887496948242188, |
| "eval_runtime": 0.8054, |
| "eval_samples_per_second": 7.45, |
| "eval_steps_per_second": 1.242, |
| "step": 4 |
| }, |
| { |
| "epoch": 5.0, |
| "step": 5, |
| "train_accuracy": 1.0, |
| "train_auc_class_0": 1.0, |
| "train_auc_class_1": 1.0, |
| "train_auc_class_2": 1.0, |
| "train_auc_overall": 1.0, |
| "train_loss": 0.31448933482170105, |
| "train_runtime": 1.9887, |
| "train_samples_per_second": 7.543, |
| "train_steps_per_second": 0.503 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.6666666666666666, |
| "eval_auc_class_0": 1.0, |
| "eval_auc_class_1": 1.0, |
| "eval_auc_class_2": 1.0, |
| "eval_auc_overall": 1.0, |
| "eval_loss": 0.7302556037902832, |
| "eval_runtime": 0.719, |
| "eval_samples_per_second": 8.345, |
| "eval_steps_per_second": 1.391, |
| "step": 5 |
| }, |
| { |
| "epoch": 6.0, |
| "step": 6, |
| "train_accuracy": 0.9333333333333333, |
| "train_auc_class_0": 1.0, |
| "train_auc_class_1": 1.0, |
| "train_auc_class_2": 1.0, |
| "train_auc_overall": 1.0, |
| "train_loss": 0.31753572821617126, |
| "train_runtime": 1.8048, |
| "train_samples_per_second": 8.311, |
| "train_steps_per_second": 0.554 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.6666666666666666, |
| "eval_auc_class_0": 1.0, |
| "eval_auc_class_1": 1.0, |
| "eval_auc_class_2": 1.0, |
| "eval_auc_overall": 1.0, |
| "eval_loss": 0.688157320022583, |
| "eval_runtime": 0.719, |
| "eval_samples_per_second": 8.345, |
| "eval_steps_per_second": 1.391, |
| "step": 6 |
| }, |
| { |
| "epoch": 7.0, |
| "step": 7, |
| "train_accuracy": 1.0, |
| "train_auc_class_0": 1.0, |
| "train_auc_class_1": 1.0, |
| "train_auc_class_2": 1.0, |
| "train_auc_overall": 1.0, |
| "train_loss": 0.27592089772224426, |
| "train_runtime": 2.0142, |
| "train_samples_per_second": 7.447, |
| "train_steps_per_second": 0.496 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.6666666666666666, |
| "eval_auc_class_0": 1.0, |
| "eval_auc_class_1": 1.0, |
| "eval_auc_class_2": 1.0, |
| "eval_auc_overall": 1.0, |
| "eval_loss": 0.6634145379066467, |
| "eval_runtime": 0.7768, |
| "eval_samples_per_second": 7.724, |
| "eval_steps_per_second": 1.287, |
| "step": 7 |
| }, |
| { |
| "epoch": 7.0, |
| "step": 7, |
| "total_flos": 8226380544399360.0, |
| "train_loss": 0.14502547468457902, |
| "train_runtime": 156.7549, |
| "train_samples_per_second": 0.67, |
| "train_steps_per_second": 0.045 |
| } |
| ], |
| "logging_steps": 10, |
| "max_steps": 7, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 7, |
| "save_steps": 500, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 8226380544399360.0, |
| "train_batch_size": 128, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
