| { | |
| "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 | |
| } | |