xuancoblab2023's picture
Training in progress, epoch 1
3c5fa98 verified
{
"best_metric": 0.8949205118262893,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-24/checkpoint-1935",
"epoch": 4.0,
"eval_steps": 500,
"global_step": 2580,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.1594387292861938,
"learning_rate": 0.0003669096859466192,
"loss": 0.3104,
"step": 645
},
{
"epoch": 1.0,
"eval_accuracy": 0.8937572702597906,
"eval_f1": 0.17717717717717715,
"eval_loss": 0.29782024025917053,
"eval_mcc": 0.22004174832122259,
"eval_precision": 0.6082474226804123,
"eval_recall": 0.10369068541300527,
"eval_runtime": 9.922,
"eval_samples_per_second": 519.854,
"eval_steps_per_second": 16.327,
"step": 645
},
{
"epoch": 2.0,
"grad_norm": 1.089403510093689,
"learning_rate": 0.0003210459752032918,
"loss": 0.2989,
"step": 1290
},
{
"epoch": 2.0,
"eval_accuracy": 0.8937572702597906,
"eval_f1": 0.1217948717948718,
"eval_loss": 0.29260244965553284,
"eval_mcc": 0.19240131656369383,
"eval_precision": 0.6909090909090909,
"eval_recall": 0.06678383128295255,
"eval_runtime": 9.8986,
"eval_samples_per_second": 521.085,
"eval_steps_per_second": 16.366,
"step": 1290
},
{
"epoch": 3.0,
"grad_norm": 0.7798711657524109,
"learning_rate": 0.00027518226445996435,
"loss": 0.2922,
"step": 1935
},
{
"epoch": 3.0,
"eval_accuracy": 0.8949205118262893,
"eval_f1": 0.09666666666666668,
"eval_loss": 0.2949424088001251,
"eval_mcc": 0.20481355074293853,
"eval_precision": 0.9354838709677419,
"eval_recall": 0.050966608084358524,
"eval_runtime": 9.9157,
"eval_samples_per_second": 520.185,
"eval_steps_per_second": 16.338,
"step": 1935
},
{
"epoch": 4.0,
"grad_norm": 1.8487693071365356,
"learning_rate": 0.000229318553716637,
"loss": 0.2851,
"step": 2580
},
{
"epoch": 4.0,
"eval_accuracy": 0.8937572702597906,
"eval_f1": 0.3251231527093596,
"eval_loss": 0.2875448167324066,
"eval_mcc": 0.3072493162328444,
"eval_precision": 0.5432098765432098,
"eval_recall": 0.23198594024604569,
"eval_runtime": 9.9077,
"eval_samples_per_second": 520.607,
"eval_steps_per_second": 16.351,
"step": 2580
}
],
"logging_steps": 500,
"max_steps": 5805,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 500,
"total_flos": 6347770130400.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.8984215980104533,
"learning_rate": 0.0004127733966899466,
"num_train_epochs": 9,
"temperature": 29
}
}