|
{ |
|
"best_metric": 0.8013698630136986, |
|
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-17/checkpoint-192", |
|
"epoch": 4.0, |
|
"eval_steps": 500, |
|
"global_step": 192, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 1.7164396047592163, |
|
"learning_rate": 0.0007649073963933848, |
|
"loss": 0.5715, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.7397260273972602, |
|
"eval_f1": 0.7861736334405145, |
|
"eval_loss": 0.5001023411750793, |
|
"eval_precision": 0.6671214188267395, |
|
"eval_recall": 0.9569471624266145, |
|
"eval_runtime": 27.2812, |
|
"eval_samples_per_second": 37.462, |
|
"eval_steps_per_second": 0.586, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 2.8946006298065186, |
|
"learning_rate": 0.0005736805472950385, |
|
"loss": 0.4948, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.7455968688845401, |
|
"eval_f1": 0.7893030794165317, |
|
"eval_loss": 0.4874393045902252, |
|
"eval_precision": 0.673582295988935, |
|
"eval_recall": 0.9530332681017613, |
|
"eval_runtime": 27.1224, |
|
"eval_samples_per_second": 37.681, |
|
"eval_steps_per_second": 0.59, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 2.64782452583313, |
|
"learning_rate": 0.0003824536981966924, |
|
"loss": 0.4839, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.7661448140900196, |
|
"eval_f1": 0.8023159636062862, |
|
"eval_loss": 0.4675934612751007, |
|
"eval_precision": 0.6948424068767909, |
|
"eval_recall": 0.949119373776908, |
|
"eval_runtime": 26.9999, |
|
"eval_samples_per_second": 37.852, |
|
"eval_steps_per_second": 0.593, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 1.7006142139434814, |
|
"learning_rate": 0.0001912268490983462, |
|
"loss": 0.4531, |
|
"step": 192 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.8013698630136986, |
|
"eval_f1": 0.8031037827352084, |
|
"eval_loss": 0.4373694658279419, |
|
"eval_precision": 0.7961538461538461, |
|
"eval_recall": 0.8101761252446184, |
|
"eval_runtime": 27.2608, |
|
"eval_samples_per_second": 37.49, |
|
"eval_steps_per_second": 0.587, |
|
"step": 192 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 240, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"total_flos": 942780789120.0, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.8956137687880612, |
|
"learning_rate": 0.000956134245491731, |
|
"num_train_epochs": 5, |
|
"temperature": 12 |
|
} |
|
} |
|
|