|
{ |
|
"best_metric": 0.7651663405088063, |
|
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-984", |
|
"epoch": 8.0, |
|
"eval_steps": 500, |
|
"global_step": 984, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 1.0383042097091675, |
|
"learning_rate": 2.0778074552979435e-05, |
|
"loss": 0.4799, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.4709824323654175, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 29.6795, |
|
"eval_samples_per_second": 34.435, |
|
"eval_steps_per_second": 1.078, |
|
"step": 123 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.8932008743286133, |
|
"learning_rate": 1.780977818826809e-05, |
|
"loss": 0.4618, |
|
"step": 246 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5322896281800391, |
|
"eval_f1": 0.1758620689655172, |
|
"eval_loss": 0.44377976655960083, |
|
"eval_precision": 0.7391304347826086, |
|
"eval_recall": 0.09980430528375733, |
|
"eval_runtime": 29.7432, |
|
"eval_samples_per_second": 34.361, |
|
"eval_steps_per_second": 1.076, |
|
"step": 246 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 2.3748350143432617, |
|
"learning_rate": 1.484148182355674e-05, |
|
"loss": 0.4269, |
|
"step": 369 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.6545988258317026, |
|
"eval_f1": 0.5456885456885457, |
|
"eval_loss": 0.4057740271091461, |
|
"eval_precision": 0.7969924812030075, |
|
"eval_recall": 0.41487279843444225, |
|
"eval_runtime": 29.4826, |
|
"eval_samples_per_second": 34.665, |
|
"eval_steps_per_second": 1.085, |
|
"step": 369 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"grad_norm": 2.1657488346099854, |
|
"learning_rate": 1.1873185458845392e-05, |
|
"loss": 0.407, |
|
"step": 492 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_accuracy": 0.7113502935420744, |
|
"eval_f1": 0.671857619577308, |
|
"eval_loss": 0.39306214451789856, |
|
"eval_precision": 0.7783505154639175, |
|
"eval_recall": 0.5909980430528375, |
|
"eval_runtime": 29.5736, |
|
"eval_samples_per_second": 34.558, |
|
"eval_steps_per_second": 1.082, |
|
"step": 492 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 1.3129783868789673, |
|
"learning_rate": 8.904889094134044e-06, |
|
"loss": 0.4011, |
|
"step": 615 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_accuracy": 0.7270058708414873, |
|
"eval_f1": 0.7053854276663145, |
|
"eval_loss": 0.38719648122787476, |
|
"eval_precision": 0.7660550458715596, |
|
"eval_recall": 0.6536203522504892, |
|
"eval_runtime": 30.8479, |
|
"eval_samples_per_second": 33.13, |
|
"eval_steps_per_second": 1.037, |
|
"step": 615 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"grad_norm": 2.9716053009033203, |
|
"learning_rate": 5.936592729422696e-06, |
|
"loss": 0.3941, |
|
"step": 738 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_accuracy": 0.7553816046966731, |
|
"eval_f1": 0.7469635627530365, |
|
"eval_loss": 0.38426536321640015, |
|
"eval_precision": 0.7735849056603774, |
|
"eval_recall": 0.7221135029354208, |
|
"eval_runtime": 29.4509, |
|
"eval_samples_per_second": 34.702, |
|
"eval_steps_per_second": 1.087, |
|
"step": 738 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"grad_norm": 3.693033218383789, |
|
"learning_rate": 2.968296364711348e-06, |
|
"loss": 0.3958, |
|
"step": 861 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_accuracy": 0.7632093933463796, |
|
"eval_f1": 0.7584830339321357, |
|
"eval_loss": 0.38294512033462524, |
|
"eval_precision": 0.7739307535641547, |
|
"eval_recall": 0.7436399217221135, |
|
"eval_runtime": 29.3807, |
|
"eval_samples_per_second": 34.785, |
|
"eval_steps_per_second": 1.089, |
|
"step": 861 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"grad_norm": 2.181610345840454, |
|
"learning_rate": 0.0, |
|
"loss": 0.3915, |
|
"step": 984 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_accuracy": 0.7651663405088063, |
|
"eval_f1": 0.7609561752988048, |
|
"eval_loss": 0.3825039863586426, |
|
"eval_precision": 0.7748478701825557, |
|
"eval_recall": 0.7475538160469667, |
|
"eval_runtime": 29.8165, |
|
"eval_samples_per_second": 34.276, |
|
"eval_steps_per_second": 1.073, |
|
"step": 984 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 984, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 8, |
|
"save_steps": 500, |
|
"total_flos": 1885561578240.0, |
|
"train_batch_size": 25, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.6164141606295046, |
|
"learning_rate": 2.3746370917690784e-05, |
|
"num_train_epochs": 8, |
|
"per_device_train_batch_size": 25, |
|
"temperature": 15 |
|
} |
|
} |
|
|