|
{ |
|
"best_metric": 0.3312614858150482, |
|
"best_model_checkpoint": "bert_base_lda_20_v1_book_sst2/checkpoint-264", |
|
"epoch": 6.0, |
|
"eval_steps": 500, |
|
"global_step": 1584, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 6.884793281555176, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.3964, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.8704128440366973, |
|
"eval_loss": 0.3312614858150482, |
|
"eval_runtime": 0.5784, |
|
"eval_samples_per_second": 1507.629, |
|
"eval_steps_per_second": 6.916, |
|
"step": 264 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 13.503787994384766, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.1876, |
|
"step": 528 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.8841743119266054, |
|
"eval_loss": 0.3377615511417389, |
|
"eval_runtime": 0.5699, |
|
"eval_samples_per_second": 1530.053, |
|
"eval_steps_per_second": 7.019, |
|
"step": 528 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 4.8918938636779785, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.1202, |
|
"step": 792 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8669724770642202, |
|
"eval_loss": 0.40393030643463135, |
|
"eval_runtime": 0.573, |
|
"eval_samples_per_second": 1521.855, |
|
"eval_steps_per_second": 6.981, |
|
"step": 792 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 3.135744333267212, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.0867, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8910550458715596, |
|
"eval_loss": 0.34491220116615295, |
|
"eval_runtime": 0.5842, |
|
"eval_samples_per_second": 1492.685, |
|
"eval_steps_per_second": 6.847, |
|
"step": 1056 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 15.718326568603516, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.0667, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.8818807339449541, |
|
"eval_loss": 0.3893832564353943, |
|
"eval_runtime": 0.5858, |
|
"eval_samples_per_second": 1488.608, |
|
"eval_steps_per_second": 6.828, |
|
"step": 1320 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 6.3708720207214355, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.0527, |
|
"step": 1584 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.8830275229357798, |
|
"eval_loss": 0.4835165739059448, |
|
"eval_runtime": 0.5758, |
|
"eval_samples_per_second": 1514.436, |
|
"eval_steps_per_second": 6.947, |
|
"step": 1584 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"step": 1584, |
|
"total_flos": 5.316079940232192e+16, |
|
"train_loss": 0.15173852744728628, |
|
"train_runtime": 674.7007, |
|
"train_samples_per_second": 4991.028, |
|
"train_steps_per_second": 19.564 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 13200, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 50, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"attributes": { |
|
"early_stopping_patience_counter": 5 |
|
} |
|
}, |
|
"TrainerControl": { |
|
"args": { |
|
"should_epoch_stop": false, |
|
"should_evaluate": false, |
|
"should_log": false, |
|
"should_save": true, |
|
"should_training_stop": true |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 5.316079940232192e+16, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|