| { | |
| "best_metric": 0.7833333333333333, | |
| "best_model_checkpoint": "Bert_tinybert-distilled/run-33/checkpoint-344", | |
| "epoch": 2.0, | |
| "eval_steps": 500, | |
| "global_step": 344, | |
| "is_hyper_param_search": true, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 0.8714374899864197, | |
| "learning_rate": 0.0001496514315519773, | |
| "loss": 0.4869, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_AUC": 0.8238275555555555, | |
| "eval_BAC": 0.7426666666666666, | |
| "eval_MCC": 0.48550598838444897, | |
| "eval_PR_AUC": 0.7856295371225543, | |
| "eval_accuracy": 0.7426666666666667, | |
| "eval_loss": 0.44039902091026306, | |
| "eval_runtime": 6.2687, | |
| "eval_samples_per_second": 239.283, | |
| "eval_steps_per_second": 7.498, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.5228420495986938, | |
| "learning_rate": 0.00012827265561598055, | |
| "loss": 0.4538, | |
| "step": 344 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_AUC": 0.8575324444444444, | |
| "eval_BAC": 0.7833333333333333, | |
| "eval_MCC": 0.5945533134180191, | |
| "eval_PR_AUC": 0.8074672778987287, | |
| "eval_accuracy": 0.7833333333333333, | |
| "eval_loss": 0.4205223023891449, | |
| "eval_runtime": 6.2791, | |
| "eval_samples_per_second": 238.889, | |
| "eval_steps_per_second": 7.485, | |
| "step": 344 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1376, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 8, | |
| "save_steps": 500, | |
| "stateful_callbacks": { | |
| "TrainerControl": { | |
| "args": { | |
| "should_epoch_stop": false, | |
| "should_evaluate": false, | |
| "should_log": false, | |
| "should_save": true, | |
| "should_training_stop": false | |
| }, | |
| "attributes": {} | |
| } | |
| }, | |
| "total_flos": 900755460000.0, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": { | |
| "alpha": 0.7463444212571515, | |
| "learning_rate": 0.00017103020748797406, | |
| "num_train_epochs": 8, | |
| "temperature": 2 | |
| } | |
| } | |