| { | |
| "best_metric": 0.8038990825688074, | |
| "best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-2108", | |
| "epoch": 4.0, | |
| "eval_steps": 500, | |
| "global_step": 2108, | |
| "is_hyper_param_search": true, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "grad_norm": 6.471368312835693, | |
| "learning_rate": 2.8549539646703335e-05, | |
| "loss": 2.1389, | |
| "step": 527 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.7763761467889908, | |
| "eval_loss": 1.5801109075546265, | |
| "eval_runtime": 2.8093, | |
| "eval_samples_per_second": 310.393, | |
| "eval_steps_per_second": 2.492, | |
| "step": 527 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": Infinity, | |
| "learning_rate": 1.906914223081513e-05, | |
| "loss": 1.3352, | |
| "step": 1054 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.7993119266055045, | |
| "eval_loss": 1.3590723276138306, | |
| "eval_runtime": 2.8218, | |
| "eval_samples_per_second": 309.021, | |
| "eval_steps_per_second": 2.481, | |
| "step": 1054 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "grad_norm": 37.449886322021484, | |
| "learning_rate": 9.552629015247352e-06, | |
| "loss": 1.0924, | |
| "step": 1581 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.7981651376146789, | |
| "eval_loss": 1.310165286064148, | |
| "eval_runtime": 2.8142, | |
| "eval_samples_per_second": 309.857, | |
| "eval_steps_per_second": 2.487, | |
| "step": 1581 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 20.399564743041992, | |
| "learning_rate": 3.611579967957411e-08, | |
| "loss": 0.9927, | |
| "step": 2108 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.8038990825688074, | |
| "eval_loss": 1.2949246168136597, | |
| "eval_runtime": 2.8058, | |
| "eval_samples_per_second": 310.787, | |
| "eval_steps_per_second": 2.495, | |
| "step": 2108 | |
| } | |
| ], | |
| "logging_steps": 500, | |
| "max_steps": 2108, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 4, | |
| "save_steps": 500, | |
| "total_flos": 32337743850420.0, | |
| "train_batch_size": 128, | |
| "trial_name": null, | |
| "trial_params": { | |
| "alpha": 0.5278139834631775, | |
| "learning_rate": 3.806605286227111e-05, | |
| "num_train_epochs": 4, | |
| "temperature": 30 | |
| } | |
| } | |