|
{ |
|
"best_metric": 0.03715996816754341, |
|
"best_model_checkpoint": "../res/Transformers/my-MIT/ast-finetuned-audioset-10-10-0.4593/checkpoint-3173", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 9519, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 4.7373673705221136e-05, |
|
"loss": 0.1373, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 4.4747347410442276e-05, |
|
"loss": 0.0621, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 0.47, |
|
"learning_rate": 4.212102111566341e-05, |
|
"loss": 0.0267, |
|
"step": 1500 |
|
}, |
|
{ |
|
"epoch": 0.63, |
|
"learning_rate": 3.949469482088455e-05, |
|
"loss": 0.0179, |
|
"step": 2000 |
|
}, |
|
{ |
|
"epoch": 0.79, |
|
"learning_rate": 3.686836852610568e-05, |
|
"loss": 0.0263, |
|
"step": 2500 |
|
}, |
|
{ |
|
"epoch": 0.95, |
|
"learning_rate": 3.424204223132682e-05, |
|
"loss": 0.023, |
|
"step": 3000 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.9936000644018677, |
|
"eval_f1": 0.9964463714994524, |
|
"eval_loss": 0.03715996816754341, |
|
"eval_precision": 0.993094845636388, |
|
"eval_recall": 0.9998205956225332, |
|
"eval_runtime": 842.329, |
|
"eval_samples_per_second": 29.494, |
|
"eval_steps_per_second": 3.687, |
|
"step": 3173 |
|
}, |
|
{ |
|
"epoch": 1.1, |
|
"learning_rate": 3.1615715936547956e-05, |
|
"loss": 0.0117, |
|
"step": 3500 |
|
}, |
|
{ |
|
"epoch": 1.26, |
|
"learning_rate": 2.8989389641769092e-05, |
|
"loss": 0.0031, |
|
"step": 4000 |
|
}, |
|
{ |
|
"epoch": 1.42, |
|
"learning_rate": 2.636306334699023e-05, |
|
"loss": 0.0139, |
|
"step": 4500 |
|
}, |
|
{ |
|
"epoch": 1.58, |
|
"learning_rate": 2.373673705221137e-05, |
|
"loss": 0.0027, |
|
"step": 5000 |
|
}, |
|
{ |
|
"epoch": 1.73, |
|
"learning_rate": 2.1110410757432505e-05, |
|
"loss": 0.0051, |
|
"step": 5500 |
|
}, |
|
{ |
|
"epoch": 1.89, |
|
"learning_rate": 1.8484084462653642e-05, |
|
"loss": 0.0062, |
|
"step": 6000 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.990259217517308, |
|
"eval_f1": 0.9946013474322938, |
|
"eval_loss": 0.059568725526332855, |
|
"eval_precision": 0.9894363071460275, |
|
"eval_recall": 0.9998205956225332, |
|
"eval_runtime": 825.5791, |
|
"eval_samples_per_second": 30.093, |
|
"eval_steps_per_second": 3.762, |
|
"step": 6346 |
|
}, |
|
{ |
|
"epoch": 2.05, |
|
"learning_rate": 1.585775816787478e-05, |
|
"loss": 0.01, |
|
"step": 6500 |
|
}, |
|
{ |
|
"epoch": 2.21, |
|
"learning_rate": 1.3231431873095915e-05, |
|
"loss": 0.0014, |
|
"step": 7000 |
|
}, |
|
{ |
|
"epoch": 2.36, |
|
"learning_rate": 1.060510557831705e-05, |
|
"loss": 0.0, |
|
"step": 7500 |
|
}, |
|
{ |
|
"epoch": 2.52, |
|
"learning_rate": 7.978779283538187e-06, |
|
"loss": 0.0017, |
|
"step": 8000 |
|
}, |
|
{ |
|
"epoch": 2.68, |
|
"learning_rate": 5.352452988759324e-06, |
|
"loss": 0.0006, |
|
"step": 8500 |
|
}, |
|
{ |
|
"epoch": 2.84, |
|
"learning_rate": 2.7261266939804603e-06, |
|
"loss": 0.0005, |
|
"step": 9000 |
|
}, |
|
{ |
|
"epoch": 2.99, |
|
"learning_rate": 9.98003992015968e-08, |
|
"loss": 0.0, |
|
"step": 9500 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.993237803896313, |
|
"eval_f1": 0.9962466487935657, |
|
"eval_loss": 0.05327658727765083, |
|
"eval_precision": 0.9925213675213675, |
|
"eval_recall": 1.0, |
|
"eval_runtime": 825.5991, |
|
"eval_samples_per_second": 30.092, |
|
"eval_steps_per_second": 3.762, |
|
"step": 9519 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"step": 9519, |
|
"total_flos": 5.160985429530378e+18, |
|
"train_loss": 0.018408857664295824, |
|
"train_runtime": 8357.6191, |
|
"train_samples_per_second": 9.11, |
|
"train_steps_per_second": 1.139 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 9519, |
|
"num_train_epochs": 3, |
|
"save_steps": 500, |
|
"total_flos": 5.160985429530378e+18, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|