| { |
| "best_metric": 0.1457398682832718, |
| "best_model_checkpoint": "/home/paperspace/distilbert_distilbert-base-uncased_cpt_b923d451/checkpoint-4910", |
| "epoch": 2.0, |
| "eval_steps": 500, |
| "global_step": 4910, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.2, |
| "learning_rate": 9.709048588885654e-07, |
| "loss": 0.4978, |
| "step": 500 |
| }, |
| { |
| "epoch": 0.41, |
| "learning_rate": 9.418097177771311e-07, |
| "loss": 0.2176, |
| "step": 1000 |
| }, |
| { |
| "epoch": 0.61, |
| "learning_rate": 9.127145766656967e-07, |
| "loss": 0.183, |
| "step": 1500 |
| }, |
| { |
| "epoch": 0.81, |
| "learning_rate": 8.836194355542625e-07, |
| "loss": 0.1629, |
| "step": 2000 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.9476471786514565, |
| "eval_f1": 0.9478970591656279, |
| "eval_loss": 0.15768687427043915, |
| "eval_precision": 0.9487722991399704, |
| "eval_recall": 0.9476471786514565, |
| "eval_runtime": 2.3266, |
| "eval_samples_per_second": 2109.988, |
| "eval_steps_per_second": 131.955, |
| "step": 2455 |
| }, |
| { |
| "epoch": 1.02, |
| "learning_rate": 8.54524294442828e-07, |
| "loss": 0.1599, |
| "step": 2500 |
| }, |
| { |
| "epoch": 1.22, |
| "learning_rate": 8.254291533313936e-07, |
| "loss": 0.1454, |
| "step": 3000 |
| }, |
| { |
| "epoch": 1.43, |
| "learning_rate": 7.963340122199592e-07, |
| "loss": 0.1528, |
| "step": 3500 |
| }, |
| { |
| "epoch": 1.63, |
| "learning_rate": 7.672388711085248e-07, |
| "loss": 0.1466, |
| "step": 4000 |
| }, |
| { |
| "epoch": 1.83, |
| "learning_rate": 7.381437299970904e-07, |
| "loss": 0.1516, |
| "step": 4500 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.9509064982684865, |
| "eval_f1": 0.9511208387332895, |
| "eval_loss": 0.1457398682832718, |
| "eval_precision": 0.9518536210314239, |
| "eval_recall": 0.9509064982684865, |
| "eval_runtime": 2.2998, |
| "eval_samples_per_second": 2134.5, |
| "eval_steps_per_second": 133.488, |
| "step": 4910 |
| } |
| ], |
| "logging_steps": 500, |
| "max_steps": 17185, |
| "num_train_epochs": 7, |
| "save_steps": 500, |
| "total_flos": 987718579166604.0, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|