{ "best_metric": 0.9385964912280702, "best_model_checkpoint": "wav2vec2-base-is_vinyl_scratched_or_not/checkpoint-84", "epoch": 3.9767441860465116, "global_step": 84, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.05, "learning_rate": 1.4285714285714286e-06, "loss": 0.6901, "step": 1 }, { "epoch": 0.98, "learning_rate": 3e-05, "loss": 0.6671, "step": 21 }, { "epoch": 0.98, "eval_F1": 0.0, "eval_Precision": 0.0, "eval_Recall": 0.0, "eval_accuracy": 0.6559766763848397, "eval_loss": 0.6235492825508118, "eval_runtime": 1064.9816, "eval_samples_per_second": 0.644, "eval_steps_per_second": 0.021, "step": 21 }, { "epoch": 1.98, "learning_rate": 2.6666666666666667e-05, "loss": 0.4954, "step": 42 }, { "epoch": 1.98, "eval_F1": 0.9095022624434389, "eval_Precision": 0.9757281553398058, "eval_Recall": 0.8516949152542372, "eval_accuracy": 0.9416909620991254, "eval_loss": 0.28244873881340027, "eval_runtime": 1042.1602, "eval_samples_per_second": 0.658, "eval_steps_per_second": 0.021, "step": 42 }, { "epoch": 2.98, "learning_rate": 2.3333333333333336e-05, "loss": 0.2406, "step": 63 }, { "epoch": 2.98, "eval_F1": 0.9336283185840708, "eval_Precision": 0.9768518518518519, "eval_Recall": 0.8940677966101694, "eval_accuracy": 0.956268221574344, "eval_loss": 0.17554502189159393, "eval_runtime": 1040.1013, "eval_samples_per_second": 0.66, "eval_steps_per_second": 0.021, "step": 63 }, { "epoch": 3.98, "learning_rate": 1.9999999999999998e-05, "loss": 0.169, "step": 84 }, { "epoch": 3.98, "eval_F1": 0.9385964912280702, "eval_Precision": 0.9727272727272728, "eval_Recall": 0.9067796610169492, "eval_accuracy": 0.9591836734693877, "eval_loss": 0.1545204222202301, "eval_runtime": 1051.4657, "eval_samples_per_second": 0.652, "eval_steps_per_second": 0.021, "step": 84 } ], "max_steps": 210, "num_train_epochs": 10, "total_flos": 5.4765943537536e+17, "trial_name": null, "trial_params": null }