| { |
| "best_metric": 0.5221688848649157, |
| "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-7/checkpoint-1072", |
| "epoch": 5.0, |
| "eval_steps": 500, |
| "global_step": 1340, |
| "is_hyper_param_search": true, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "eval_loss": 0.481789767742157, |
| "eval_matthews_correlation": 0.4368717152763518, |
| "eval_runtime": 0.7166, |
| "eval_samples_per_second": 1455.425, |
| "eval_steps_per_second": 92.098, |
| "step": 268 |
| }, |
| { |
| "epoch": 1.87, |
| "learning_rate": 3.509309760035438e-05, |
| "loss": 0.4167, |
| "step": 500 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_loss": 0.5229902267456055, |
| "eval_matthews_correlation": 0.4746837140719997, |
| "eval_runtime": 0.7929, |
| "eval_samples_per_second": 1315.363, |
| "eval_steps_per_second": 83.235, |
| "step": 536 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_loss": 0.6462266445159912, |
| "eval_matthews_correlation": 0.5120519207329847, |
| "eval_runtime": 0.7953, |
| "eval_samples_per_second": 1311.521, |
| "eval_steps_per_second": 82.992, |
| "step": 804 |
| }, |
| { |
| "epoch": 3.73, |
| "learning_rate": 1.4204349028714865e-05, |
| "loss": 0.1554, |
| "step": 1000 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_loss": 0.7052999138832092, |
| "eval_matthews_correlation": 0.5221688848649157, |
| "eval_runtime": 0.8041, |
| "eval_samples_per_second": 1297.093, |
| "eval_steps_per_second": 82.079, |
| "step": 1072 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_loss": 0.9151925444602966, |
| "eval_matthews_correlation": 0.5100838064555473, |
| "eval_runtime": 1.0618, |
| "eval_samples_per_second": 982.329, |
| "eval_steps_per_second": 62.161, |
| "step": 1340 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 1340, |
| "num_input_tokens_seen": 0, |
| "num_train_epochs": 5, |
| "save_steps": 500, |
| "total_flos": 191053175514720.0, |
| "train_batch_size": 32, |
| "trial_name": null, |
| "trial_params": { |
| "learning_rate": 5.598184617199388e-05, |
| "num_train_epochs": 5, |
| "per_device_train_batch_size": 32, |
| "seed": 17 |
| } |
| } |
|
|
