|
{ |
|
"best_metric": 0.6106081008911133, |
|
"best_model_checkpoint": "bert_tiny_lda_100_v1_cola/checkpoint-102", |
|
"epoch": 8.0, |
|
"eval_steps": 500, |
|
"global_step": 272, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.9724855422973633, |
|
"learning_rate": 4.9e-05, |
|
"loss": 0.6154, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.6912751793861389, |
|
"eval_loss": 0.6165938973426819, |
|
"eval_matthews_correlation": 0.0, |
|
"eval_runtime": 0.3572, |
|
"eval_samples_per_second": 2919.986, |
|
"eval_steps_per_second": 13.998, |
|
"step": 34 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 0.8256316781044006, |
|
"learning_rate": 4.8e-05, |
|
"loss": 0.6048, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.6912751793861389, |
|
"eval_loss": 0.6132587790489197, |
|
"eval_matthews_correlation": 0.0, |
|
"eval_runtime": 0.3489, |
|
"eval_samples_per_second": 2989.719, |
|
"eval_steps_per_second": 14.332, |
|
"step": 68 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 1.2026365995407104, |
|
"learning_rate": 4.7e-05, |
|
"loss": 0.5957, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6941514611244202, |
|
"eval_loss": 0.6106081008911133, |
|
"eval_matthews_correlation": 0.07380739515541786, |
|
"eval_runtime": 0.3351, |
|
"eval_samples_per_second": 3112.325, |
|
"eval_steps_per_second": 14.92, |
|
"step": 102 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 1.4783580303192139, |
|
"learning_rate": 4.600000000000001e-05, |
|
"loss": 0.5772, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.690316379070282, |
|
"eval_loss": 0.6260800361633301, |
|
"eval_matthews_correlation": 0.027408946028538616, |
|
"eval_runtime": 0.3689, |
|
"eval_samples_per_second": 2827.512, |
|
"eval_steps_per_second": 13.555, |
|
"step": 136 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 2.2147879600524902, |
|
"learning_rate": 4.5e-05, |
|
"loss": 0.5353, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.6692233681678772, |
|
"eval_loss": 0.6314420104026794, |
|
"eval_matthews_correlation": 0.1251591159068797, |
|
"eval_runtime": 0.3358, |
|
"eval_samples_per_second": 3105.641, |
|
"eval_steps_per_second": 14.888, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 1.8101205825805664, |
|
"learning_rate": 4.4000000000000006e-05, |
|
"loss": 0.496, |
|
"step": 204 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.6260786056518555, |
|
"eval_loss": 0.6528063416481018, |
|
"eval_matthews_correlation": 0.09159056426356416, |
|
"eval_runtime": 0.3519, |
|
"eval_samples_per_second": 2963.966, |
|
"eval_steps_per_second": 14.209, |
|
"step": 204 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 1.8958512544631958, |
|
"learning_rate": 4.3e-05, |
|
"loss": 0.4518, |
|
"step": 238 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.6251198649406433, |
|
"eval_loss": 0.6883458495140076, |
|
"eval_matthews_correlation": 0.08365265177329322, |
|
"eval_runtime": 0.3357, |
|
"eval_samples_per_second": 3107.316, |
|
"eval_steps_per_second": 14.896, |
|
"step": 238 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 3.256547212600708, |
|
"learning_rate": 4.2e-05, |
|
"loss": 0.4203, |
|
"step": 272 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.640460193157196, |
|
"eval_loss": 0.7734943628311157, |
|
"eval_matthews_correlation": 0.06813518347888069, |
|
"eval_runtime": 0.3283, |
|
"eval_samples_per_second": 3177.046, |
|
"eval_steps_per_second": 15.23, |
|
"step": 272 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"step": 272, |
|
"total_flos": 1793902531485696.0, |
|
"train_loss": 0.5370645768502179, |
|
"train_runtime": 46.6261, |
|
"train_samples_per_second": 9169.749, |
|
"train_steps_per_second": 36.46 |
|
} |
|
], |
|
"logging_steps": 1, |
|
"max_steps": 1700, |
|
"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": 1793902531485696.0, |
|
"train_batch_size": 256, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|