xuancoblab2023's picture
Training in progress, epoch 1
dba7dd9 verified
raw
history blame
1.69 kB
{
"best_metric": 0.5450097847358122,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-4/checkpoint-1532",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 1532,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.27224254608154297,
"learning_rate": 0.00018865680984213388,
"loss": 0.0871,
"step": 766
},
{
"epoch": 1.0,
"eval_accuracy": 0.5391389432485323,
"eval_f1": 0.19761499148211242,
"eval_loss": 0.0780063048005104,
"eval_precision": 0.7631578947368421,
"eval_recall": 0.11350293542074363,
"eval_runtime": 132.2112,
"eval_samples_per_second": 7.73,
"eval_steps_per_second": 1.936,
"step": 766
},
{
"epoch": 2.0,
"grad_norm": 0.6950057744979858,
"learning_rate": 0.00015721400820177824,
"loss": 0.0802,
"step": 1532
},
{
"epoch": 2.0,
"eval_accuracy": 0.5450097847358122,
"eval_f1": 0.22885572139303484,
"eval_loss": 0.07739852368831635,
"eval_precision": 0.75,
"eval_recall": 0.1350293542074364,
"eval_runtime": 132.9676,
"eval_samples_per_second": 7.686,
"eval_steps_per_second": 1.925,
"step": 1532
}
],
"logging_steps": 500,
"max_steps": 5362,
"num_input_tokens_seen": 0,
"num_train_epochs": 7,
"save_steps": 500,
"total_flos": 471390394560.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": {
"alpha": 0.08859371316848064,
"learning_rate": 0.00022009961148248953,
"num_train_epochs": 7,
"temperature": 26
}
}