|
{ |
|
"best_global_step": 522, |
|
"best_metric": 0.5612244897959183, |
|
"best_model_checkpoint": "outputs/phobert-emotion/checkpoint-best/checkpoint-522", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 522, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.9942528735632183, |
|
"grad_norm": 10.499750137329102, |
|
"learning_rate": 4.9987945942675096e-05, |
|
"loss": 1.6255, |
|
"step": 173 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.521865889212828, |
|
"eval_loss": 1.380170226097107, |
|
"eval_runtime": 3.9443, |
|
"eval_samples_per_second": 173.922, |
|
"eval_steps_per_second": 5.578, |
|
"step": 174 |
|
}, |
|
{ |
|
"epoch": 1.9885057471264367, |
|
"grad_norm": 9.79488468170166, |
|
"learning_rate": 4.995151481879383e-05, |
|
"loss": 1.3188, |
|
"step": 346 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5043731778425656, |
|
"eval_loss": 1.354526400566101, |
|
"eval_runtime": 3.8778, |
|
"eval_samples_per_second": 176.905, |
|
"eval_steps_per_second": 5.673, |
|
"step": 348 |
|
}, |
|
{ |
|
"epoch": 2.9827586206896552, |
|
"grad_norm": 8.715765953063965, |
|
"learning_rate": 4.989074176195917e-05, |
|
"loss": 1.1012, |
|
"step": 519 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.5612244897959183, |
|
"eval_loss": 1.2021100521087646, |
|
"eval_runtime": 3.9153, |
|
"eval_samples_per_second": 175.211, |
|
"eval_steps_per_second": 5.619, |
|
"step": 522 |
|
} |
|
], |
|
"logging_steps": 173, |
|
"max_steps": 17400, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 100, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"early_stopping_threshold": 0.0 |
|
}, |
|
"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": 6959981998068552.0, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|