| { | |
| "best_metric": 0.13875289261341095, | |
| "best_model_checkpoint": "Sentiment_Analysis_1stPass\\checkpoint-176", | |
| "epoch": 4.0, | |
| "global_step": 176, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 1.0, | |
| "eval_accuracy": 0.8753623188405797, | |
| "eval_f1_macro": 0.8703821629281211, | |
| "eval_f1_weighted": 0.8772325635732019, | |
| "eval_loss": 0.5208103060722351, | |
| "eval_precision_macro": 0.8405041286397218, | |
| "eval_precision_weighted": 0.899241350641498, | |
| "eval_recall_macro": 0.9222675594092165, | |
| "eval_recall_weighted": 0.8753623188405797, | |
| "eval_runtime": 0.879, | |
| "eval_samples_per_second": 392.476, | |
| "eval_steps_per_second": 6.826, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_accuracy": 0.9391304347826087, | |
| "eval_f1_macro": 0.9313039001501803, | |
| "eval_f1_weighted": 0.9395501058165897, | |
| "eval_loss": 0.22994813323020935, | |
| "eval_precision_macro": 0.9169520950537658, | |
| "eval_precision_weighted": 0.9419409097611233, | |
| "eval_recall_macro": 0.947968910690742, | |
| "eval_recall_weighted": 0.9391304347826087, | |
| "eval_runtime": 0.9126, | |
| "eval_samples_per_second": 378.058, | |
| "eval_steps_per_second": 6.575, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_accuracy": 0.936231884057971, | |
| "eval_f1_macro": 0.9263587826781255, | |
| "eval_f1_weighted": 0.9366114221156357, | |
| "eval_loss": 0.2097598910331726, | |
| "eval_precision_macro": 0.9145166032673613, | |
| "eval_precision_weighted": 0.9386677436958241, | |
| "eval_recall_macro": 0.940032402754234, | |
| "eval_recall_weighted": 0.936231884057971, | |
| "eval_runtime": 0.8647, | |
| "eval_samples_per_second": 398.986, | |
| "eval_steps_per_second": 6.939, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_accuracy": 0.9623188405797102, | |
| "eval_f1_macro": 0.9548373952056096, | |
| "eval_f1_weighted": 0.962275452270214, | |
| "eval_loss": 0.13875289261341095, | |
| "eval_precision_macro": 0.9579058508118398, | |
| "eval_precision_weighted": 0.9622718192803769, | |
| "eval_recall_macro": 0.9518634083897131, | |
| "eval_recall_weighted": 0.9623188405797102, | |
| "eval_runtime": 0.9154, | |
| "eval_samples_per_second": 376.876, | |
| "eval_steps_per_second": 6.554, | |
| "step": 176 | |
| } | |
| ], | |
| "max_steps": 660, | |
| "num_train_epochs": 15, | |
| "total_flos": 2674550119470096.0, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |