xuancoblab2023's picture
Training in progress, epoch 3
c24a2aa verified
raw
history blame
2.32 kB
{
"best_metric": 0.7352079671939075,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-42/checkpoint-642",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 642,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 8.560860633850098,
"learning_rate": 0.00010512648397588192,
"loss": 0.5768,
"step": 214
},
{
"epoch": 1.0,
"eval_accuracy": 0.7106033977738723,
"eval_f1": 0.5425925925925925,
"eval_loss": 0.5306685566902161,
"eval_mcc": 0.3328562997342372,
"eval_precision": 0.5733855185909981,
"eval_recall": 0.5149384885764499,
"eval_runtime": 3.1739,
"eval_samples_per_second": 537.821,
"eval_steps_per_second": 17.014,
"step": 214
},
{
"epoch": 2.0,
"grad_norm": 3.4706881046295166,
"learning_rate": 5.256324198794096e-05,
"loss": 0.5157,
"step": 428
},
{
"epoch": 2.0,
"eval_accuracy": 0.7328646748681898,
"eval_f1": 0.5673624288425047,
"eval_loss": 0.5048626661300659,
"eval_mcc": 0.3784214504160885,
"eval_precision": 0.6164948453608248,
"eval_recall": 0.5254833040421792,
"eval_runtime": 3.872,
"eval_samples_per_second": 440.859,
"eval_steps_per_second": 13.946,
"step": 428
},
{
"epoch": 3.0,
"grad_norm": 2.145559310913086,
"learning_rate": 0.0,
"loss": 0.4973,
"step": 642
},
{
"epoch": 3.0,
"eval_accuracy": 0.7352079671939075,
"eval_f1": 0.5461847389558233,
"eval_loss": 0.4973718822002411,
"eval_mcc": 0.3720623126055074,
"eval_precision": 0.6370023419203747,
"eval_recall": 0.4780316344463972,
"eval_runtime": 3.1834,
"eval_samples_per_second": 536.222,
"eval_steps_per_second": 16.963,
"step": 642
}
],
"logging_steps": 500,
"max_steps": 642,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"total_flos": 1574326993320.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.9383404566107884,
"learning_rate": 0.00015768972596382288,
"num_train_epochs": 3,
"temperature": 14
}
}