| { | |
| "best_metric": 0.7833333333333333, | |
| "best_model_checkpoint": "Bert_tinybert-distilled/run-46/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": 1.144088864326477, | |
| "learning_rate": 0.00012140663356209371, | |
| "loss": 0.5667, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_AUC": 0.8204142222222222, | |
| "eval_BAC": 0.7413333333333334, | |
| "eval_MCC": 0.4830033837261804, | |
| "eval_PR_AUC": 0.7818076111266022, | |
| "eval_accuracy": 0.7413333333333333, | |
| "eval_loss": 0.4875263571739197, | |
| "eval_runtime": 6.201, | |
| "eval_samples_per_second": 241.896, | |
| "eval_steps_per_second": 7.579, | |
| "step": 172 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 2.0164926052093506, | |
| "learning_rate": 0.00010791700761074997, | |
| "loss": 0.5222, | |
| "step": 344 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_AUC": 0.8510257777777778, | |
| "eval_BAC": 0.7833333333333333, | |
| "eval_MCC": 0.592488303176525, | |
| "eval_PR_AUC": 0.7982461316549325, | |
| "eval_accuracy": 0.7833333333333333, | |
| "eval_loss": 0.4661383032798767, | |
| "eval_runtime": 6.2188, | |
| "eval_samples_per_second": 241.205, | |
| "eval_steps_per_second": 7.558, | |
| "step": 344 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 1720, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 10, | |
| "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": 0.8749912051807918, | |
| "learning_rate": 0.00013489625951343745, | |
| "num_train_epochs": 10, | |
| "temperature": 4 | |
| } | |
| } | |