| { | |
| "best_metric": 0.7094317516110135, | |
| "best_model_checkpoint": "tiny-bert-sst2-distilled/run-8/checkpoint-642", | |
| "epoch": 3.0, | |
| "eval_steps": 500, | |
| "global_step": 642, | |
| "is_hyper_param_search": true, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 3.8868563175201416, | |
| "learning_rate": 0.00018706603069859162, | |
| "loss": 0.3842, | |
| "step": 214 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.6848271821909784, | |
| "eval_f1": 0.1487341772151899, | |
| "eval_loss": 0.3658275604248047, | |
| "eval_mcc": 0.17137932324690125, | |
| "eval_precision": 0.746031746031746, | |
| "eval_recall": 0.08260105448154657, | |
| "eval_runtime": 3.1455, | |
| "eval_samples_per_second": 542.68, | |
| "eval_steps_per_second": 17.167, | |
| "step": 214 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.3482353687286377, | |
| "learning_rate": 0.0001247106871323944, | |
| "loss": 0.3585, | |
| "step": 428 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.6877562975981254, | |
| "eval_f1": 0.14446227929373995, | |
| "eval_loss": 0.35682281851768494, | |
| "eval_mcc": 0.19170644527903724, | |
| "eval_precision": 0.8333333333333334, | |
| "eval_recall": 0.07908611599297012, | |
| "eval_runtime": 3.1465, | |
| "eval_samples_per_second": 542.514, | |
| "eval_steps_per_second": 17.162, | |
| "step": 428 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 1.6936368942260742, | |
| "learning_rate": 6.23553435661972e-05, | |
| "loss": 0.3507, | |
| "step": 642 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7094317516110135, | |
| "eval_f1": 0.2811594202898551, | |
| "eval_loss": 0.3534710705280304, | |
| "eval_mcc": 0.27440350027007715, | |
| "eval_precision": 0.8016528925619835, | |
| "eval_recall": 0.1704745166959578, | |
| "eval_runtime": 3.1505, | |
| "eval_samples_per_second": 541.819, | |
| "eval_steps_per_second": 17.14, | |
| "step": 642 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 856, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 500, | |
| "total_flos": 1574326993320.0, | |
| "train_batch_size": 32, | |
| "trial_name": null, | |
| "trial_params": { | |
| "alpha": 0.6014075049725551, | |
| "learning_rate": 0.0002494213742647888, | |
| "num_train_epochs": 4, | |
| "temperature": 26 | |
| } | |
| } | |