|
{ |
|
"best_metric": 0.4410710016734401, |
|
"best_model_checkpoint": "w2v-bert-2.0-CV_Fleurs-lg-5hrs-v4/checkpoint-3096", |
|
"epoch": 12.0, |
|
"eval_steps": 500, |
|
"global_step": 3096, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 11.246596336364746, |
|
"learning_rate": 5.1200000000000004e-05, |
|
"loss": 1.9959, |
|
"step": 258 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_cer": 0.13379445701894616, |
|
"eval_loss": 0.5475470423698425, |
|
"eval_runtime": 29.6601, |
|
"eval_samples_per_second": 27.849, |
|
"eval_steps_per_second": 6.979, |
|
"eval_wer": 0.6078173559646187, |
|
"step": 258 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.1338785886764526, |
|
"learning_rate": 9.994466403162056e-05, |
|
"loss": 0.5447, |
|
"step": 516 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_cer": 0.1309612371199291, |
|
"eval_loss": 0.5649892687797546, |
|
"eval_runtime": 29.1014, |
|
"eval_samples_per_second": 28.384, |
|
"eval_steps_per_second": 7.113, |
|
"eval_wer": 0.5978962467128854, |
|
"step": 516 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 5.585188388824463, |
|
"learning_rate": 9.892490118577076e-05, |
|
"loss": 0.4574, |
|
"step": 774 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_cer": 0.11218917678342487, |
|
"eval_loss": 0.45441317558288574, |
|
"eval_runtime": 29.5398, |
|
"eval_samples_per_second": 27.962, |
|
"eval_steps_per_second": 7.007, |
|
"eval_wer": 0.5168539325842697, |
|
"step": 774 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 3.5034706592559814, |
|
"learning_rate": 9.790513833992096e-05, |
|
"loss": 0.3712, |
|
"step": 1032 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_cer": 0.10859621076623562, |
|
"eval_loss": 0.4465671181678772, |
|
"eval_runtime": 29.2068, |
|
"eval_samples_per_second": 28.281, |
|
"eval_steps_per_second": 7.087, |
|
"eval_wer": 0.5049007889074827, |
|
"step": 1032 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 17.74321174621582, |
|
"learning_rate": 9.688932806324111e-05, |
|
"loss": 0.3187, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_cer": 0.10036562781937036, |
|
"eval_loss": 0.44379866123199463, |
|
"eval_runtime": 29.231, |
|
"eval_samples_per_second": 28.258, |
|
"eval_steps_per_second": 7.082, |
|
"eval_wer": 0.4769304327038011, |
|
"step": 1290 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 10.85033893585205, |
|
"learning_rate": 9.586956521739131e-05, |
|
"loss": 0.276, |
|
"step": 1548 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_cer": 0.1056996786907042, |
|
"eval_loss": 0.4188626706600189, |
|
"eval_runtime": 29.2483, |
|
"eval_samples_per_second": 28.241, |
|
"eval_steps_per_second": 7.077, |
|
"eval_wer": 0.4794405928759264, |
|
"step": 1548 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 1.633737564086914, |
|
"learning_rate": 9.484980237154151e-05, |
|
"loss": 0.235, |
|
"step": 1806 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_cer": 0.1004447680400133, |
|
"eval_loss": 0.4695667326450348, |
|
"eval_runtime": 29.6156, |
|
"eval_samples_per_second": 27.891, |
|
"eval_steps_per_second": 6.99, |
|
"eval_wer": 0.4796796557494621, |
|
"step": 1806 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 7.645702838897705, |
|
"learning_rate": 9.383003952569171e-05, |
|
"loss": 0.2086, |
|
"step": 2064 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_cer": 0.09632947656658067, |
|
"eval_loss": 0.4218059182167053, |
|
"eval_runtime": 29.7338, |
|
"eval_samples_per_second": 27.78, |
|
"eval_steps_per_second": 6.962, |
|
"eval_wer": 0.4603155629930672, |
|
"step": 2064 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"grad_norm": 5.886650562286377, |
|
"learning_rate": 9.281027667984191e-05, |
|
"loss": 0.1883, |
|
"step": 2322 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_cer": 0.09757989205273904, |
|
"eval_loss": 0.4250072240829468, |
|
"eval_runtime": 29.3849, |
|
"eval_samples_per_second": 28.11, |
|
"eval_steps_per_second": 7.044, |
|
"eval_wer": 0.45206789385608415, |
|
"step": 2322 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 1.1357783079147339, |
|
"learning_rate": 9.179051383399209e-05, |
|
"loss": 0.1671, |
|
"step": 2580 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_cer": 0.0972633311701673, |
|
"eval_loss": 0.45072105526924133, |
|
"eval_runtime": 29.0789, |
|
"eval_samples_per_second": 28.405, |
|
"eval_steps_per_second": 7.119, |
|
"eval_wer": 0.458642122878317, |
|
"step": 2580 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"grad_norm": 0.13285361230373383, |
|
"learning_rate": 9.077075098814229e-05, |
|
"loss": 0.1466, |
|
"step": 2838 |
|
}, |
|
{ |
|
"epoch": 11.0, |
|
"eval_cer": 0.09696259833172415, |
|
"eval_loss": 0.4737579822540283, |
|
"eval_runtime": 29.2438, |
|
"eval_samples_per_second": 28.245, |
|
"eval_steps_per_second": 7.078, |
|
"eval_wer": 0.4634233803490318, |
|
"step": 2838 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"grad_norm": 18.049510955810547, |
|
"learning_rate": 8.975098814229249e-05, |
|
"loss": 0.1313, |
|
"step": 3096 |
|
}, |
|
{ |
|
"epoch": 12.0, |
|
"eval_cer": 0.09357539688820653, |
|
"eval_loss": 0.46005183458328247, |
|
"eval_runtime": 29.8062, |
|
"eval_samples_per_second": 27.712, |
|
"eval_steps_per_second": 6.945, |
|
"eval_wer": 0.4410710016734401, |
|
"step": 3096 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 25800, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 20, |
|
"early_stopping_threshold": 0.001 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 0 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 6.548936466218276e+18, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|