|
{ |
|
"best_metric": 0.5655577299412916, |
|
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-4/checkpoint-144", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 144, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 1.0, |
|
"grad_norm": 0.8744632005691528, |
|
"learning_rate": 3.33370769821791e-05, |
|
"loss": 0.5437, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.5, |
|
"eval_f1": 0.0, |
|
"eval_loss": 0.5369552969932556, |
|
"eval_precision": 0.0, |
|
"eval_recall": 0.0, |
|
"eval_runtime": 28.2527, |
|
"eval_samples_per_second": 36.174, |
|
"eval_steps_per_second": 1.133, |
|
"step": 48 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 1.112693428993225, |
|
"learning_rate": 2.2224717988119397e-05, |
|
"loss": 0.5327, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.5195694716242661, |
|
"eval_f1": 0.11531531531531532, |
|
"eval_loss": 0.5237143635749817, |
|
"eval_precision": 0.7272727272727273, |
|
"eval_recall": 0.06262230919765166, |
|
"eval_runtime": 28.2522, |
|
"eval_samples_per_second": 36.174, |
|
"eval_steps_per_second": 1.133, |
|
"step": 96 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"grad_norm": 1.7103320360183716, |
|
"learning_rate": 1.1112358994059699e-05, |
|
"loss": 0.5201, |
|
"step": 144 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.5655577299412916, |
|
"eval_f1": 0.2861736334405145, |
|
"eval_loss": 0.5045989751815796, |
|
"eval_precision": 0.8018018018018018, |
|
"eval_recall": 0.17416829745596868, |
|
"eval_runtime": 28.4752, |
|
"eval_samples_per_second": 35.891, |
|
"eval_steps_per_second": 1.124, |
|
"step": 144 |
|
} |
|
], |
|
"logging_steps": 500, |
|
"max_steps": 192, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 4, |
|
"save_steps": 500, |
|
"total_flos": 707085591840.0, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": { |
|
"alpha": 0.7223881376780374, |
|
"learning_rate": 4.4449435976238795e-05, |
|
"num_train_epochs": 4, |
|
"per_device_train_batch_size": 64, |
|
"temperature": 22 |
|
} |
|
} |
|
|