|
{ |
|
"best_metric": 0.6909662485122681, |
|
"best_model_checkpoint": "distilbert_lda_100_v1_wnli/checkpoint-6", |
|
"epoch": 7.0, |
|
"eval_steps": 500, |
|
"global_step": 21, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 2.0963492393493652, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.7643, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.4507042253521127, |
|
"eval_loss": 0.7202079892158508, |
|
"eval_runtime": 0.0381, |
|
"eval_samples_per_second": 1865.151, |
|
"eval_steps_per_second": 26.27, |
|
"step": 3 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.829197108745575, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.699, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5633802816901409, |
|
"eval_loss": 0.6909662485122681, |
|
"eval_runtime": 0.0375, |
|
"eval_samples_per_second": 1895.423, |
|
"eval_steps_per_second": 26.696, |
|
"step": 6 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 0.6926978826522827, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.7004, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.4788732394366197, |
|
"eval_loss": 0.6951475739479065, |
|
"eval_runtime": 0.0377, |
|
"eval_samples_per_second": 1880.878, |
|
"eval_steps_per_second": 26.491, |
|
"step": 9 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 1.4927375316619873, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.6965, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.43661971830985913, |
|
"eval_loss": 0.6969354152679443, |
|
"eval_runtime": 0.0373, |
|
"eval_samples_per_second": 1902.324, |
|
"eval_steps_per_second": 26.793, |
|
"step": 12 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 1.2253917455673218, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.6938, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.4507042253521127, |
|
"eval_loss": 0.7140734791755676, |
|
"eval_runtime": 0.039, |
|
"eval_samples_per_second": 1818.699, |
|
"eval_steps_per_second": 25.615, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 1.4688159227371216, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.6974, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.43661971830985913, |
|
"eval_loss": 0.7016118764877319, |
|
"eval_runtime": 0.0387, |
|
"eval_samples_per_second": 1835.389, |
|
"eval_steps_per_second": 25.851, |
|
"step": 18 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 1.0470634698867798, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.6953, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.43661971830985913, |
|
"eval_loss": 0.7068936824798584, |
|
"eval_runtime": 0.0377, |
|
"eval_samples_per_second": 1885.749, |
|
"eval_steps_per_second": 26.56, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"step": 21, |
|
"total_flos": 294408793512960.0, |
|
"train_loss": 0.7066784245627267, |
|
"train_runtime": 16.0368, |
|
"train_samples_per_second": 1979.816, |
|
"train_steps_per_second": 9.353 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 150, |
|
"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": 294408793512960.0, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|