| { |
| "best_metric": 0.7183271832718328, |
| "best_model_checkpoint": "HRAF_Model_MultiLabel_SubClasses/checkpoint-875", |
| "epoch": 5.0, |
| "global_step": 875, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.0, |
| "eval_f1": 0.667278849097031, |
| "eval_loss": 0.41065430641174316, |
| "eval_roc_auc": 0.7616334780182695, |
| "eval_runtime": 107.1579, |
| "eval_samples_per_second": 3.266, |
| "eval_steps_per_second": 0.411, |
| "step": 175 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.002857142857142857, |
| "eval_f1": 0.692448233861145, |
| "eval_loss": 0.38348057866096497, |
| "eval_roc_auc": 0.7780945131452475, |
| "eval_runtime": 90.7152, |
| "eval_samples_per_second": 3.858, |
| "eval_steps_per_second": 0.485, |
| "step": 350 |
| }, |
| { |
| "epoch": 2.86, |
| "learning_rate": 8.571428571428571e-06, |
| "loss": 0.4077, |
| "step": 500 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.022857142857142857, |
| "eval_f1": 0.7051744885679904, |
| "eval_loss": 0.3677811026573181, |
| "eval_roc_auc": 0.7873223134208052, |
| "eval_runtime": 90.6425, |
| "eval_samples_per_second": 3.861, |
| "eval_steps_per_second": 0.485, |
| "step": 525 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.04857142857142857, |
| "eval_f1": 0.7114503816793892, |
| "eval_loss": 0.35647499561309814, |
| "eval_roc_auc": 0.7900212002732531, |
| "eval_runtime": 90.64, |
| "eval_samples_per_second": 3.861, |
| "eval_steps_per_second": 0.485, |
| "step": 700 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.05142857142857143, |
| "eval_f1": 0.7183271832718328, |
| "eval_loss": 0.3486453592777252, |
| "eval_roc_auc": 0.7937415018923373, |
| "eval_runtime": 90.5252, |
| "eval_samples_per_second": 3.866, |
| "eval_steps_per_second": 0.486, |
| "step": 875 |
| } |
| ], |
| "max_steps": 875, |
| "num_train_epochs": 5, |
| "total_flos": 784104676533360.0, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|