xuancoblab2023's picture
Training in progress, epoch 1
b5be5cb verified
raw
history blame
5.68 kB
{
"best_metric": 0.5128712871287129,
"best_model_checkpoint": "tiny-bert-sst2-distilled/run-2/checkpoint-594",
"epoch": 9.0,
"eval_steps": 500,
"global_step": 2673,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 0.6258772015571594,
"learning_rate": 1.171336966673164e-05,
"loss": 0.303,
"step": 297
},
{
"epoch": 1.0,
"eval_accuracy": 0.4910891089108911,
"eval_f1": 0.0,
"eval_loss": 0.28316354751586914,
"eval_mcc": -0.09980217586956908,
"eval_precision": 0.0,
"eval_recall": 0.0,
"eval_runtime": 0.9281,
"eval_samples_per_second": 544.113,
"eval_steps_per_second": 17.239,
"step": 297
},
{
"epoch": 2.0,
"grad_norm": 0.44756296277046204,
"learning_rate": 1.0249198458390185e-05,
"loss": 0.2807,
"step": 594
},
{
"epoch": 2.0,
"eval_accuracy": 0.5128712871287129,
"eval_f1": 0.13986013986013984,
"eval_loss": 0.2766987085342407,
"eval_mcc": 0.047945551909639166,
"eval_precision": 0.5882352941176471,
"eval_recall": 0.07936507936507936,
"eval_runtime": 0.9353,
"eval_samples_per_second": 539.951,
"eval_steps_per_second": 17.107,
"step": 594
},
{
"epoch": 3.0,
"grad_norm": 0.431320458650589,
"learning_rate": 8.785027250048729e-06,
"loss": 0.2776,
"step": 891
},
{
"epoch": 3.0,
"eval_accuracy": 0.5128712871287129,
"eval_f1": 0.14583333333333331,
"eval_loss": 0.27507784962654114,
"eval_mcc": 0.046724423554504804,
"eval_precision": 0.5833333333333334,
"eval_recall": 0.08333333333333333,
"eval_runtime": 0.9247,
"eval_samples_per_second": 546.126,
"eval_steps_per_second": 17.303,
"step": 891
},
{
"epoch": 4.0,
"grad_norm": 0.3838063180446625,
"learning_rate": 7.320856041707276e-06,
"loss": 0.2774,
"step": 1188
},
{
"epoch": 4.0,
"eval_accuracy": 0.5128712871287129,
"eval_f1": 0.14583333333333331,
"eval_loss": 0.273956835269928,
"eval_mcc": 0.046724423554504804,
"eval_precision": 0.5833333333333334,
"eval_recall": 0.08333333333333333,
"eval_runtime": 0.9281,
"eval_samples_per_second": 544.106,
"eval_steps_per_second": 17.239,
"step": 1188
},
{
"epoch": 5.0,
"grad_norm": 0.5975275039672852,
"learning_rate": 5.85668483336582e-06,
"loss": 0.2766,
"step": 1485
},
{
"epoch": 5.0,
"eval_accuracy": 0.5108910891089109,
"eval_f1": 0.13937282229965156,
"eval_loss": 0.27307695150375366,
"eval_mcc": 0.039524509362779174,
"eval_precision": 0.5714285714285714,
"eval_recall": 0.07936507936507936,
"eval_runtime": 0.9415,
"eval_samples_per_second": 536.374,
"eval_steps_per_second": 16.994,
"step": 1485
},
{
"epoch": 6.0,
"grad_norm": 0.4973074495792389,
"learning_rate": 4.3925136250243645e-06,
"loss": 0.2759,
"step": 1782
},
{
"epoch": 6.0,
"eval_accuracy": 0.5069306930693069,
"eval_f1": 0.1384083044982699,
"eval_loss": 0.27315467596054077,
"eval_mcc": 0.023354867176075732,
"eval_precision": 0.5405405405405406,
"eval_recall": 0.07936507936507936,
"eval_runtime": 0.9268,
"eval_samples_per_second": 544.884,
"eval_steps_per_second": 17.264,
"step": 1782
},
{
"epoch": 7.0,
"grad_norm": 0.440789133310318,
"learning_rate": 2.92834241668291e-06,
"loss": 0.2755,
"step": 2079
},
{
"epoch": 7.0,
"eval_accuracy": 0.5108910891089109,
"eval_f1": 0.13937282229965156,
"eval_loss": 0.27257436513900757,
"eval_mcc": 0.039524509362779174,
"eval_precision": 0.5714285714285714,
"eval_recall": 0.07936507936507936,
"eval_runtime": 0.9289,
"eval_samples_per_second": 543.634,
"eval_steps_per_second": 17.224,
"step": 2079
},
{
"epoch": 8.0,
"grad_norm": 0.6993103623390198,
"learning_rate": 1.464171208341455e-06,
"loss": 0.2751,
"step": 2376
},
{
"epoch": 8.0,
"eval_accuracy": 0.5089108910891089,
"eval_f1": 0.1267605633802817,
"eval_loss": 0.27230069041252136,
"eval_mcc": 0.03302792352019969,
"eval_precision": 0.5625,
"eval_recall": 0.07142857142857142,
"eval_runtime": 0.9319,
"eval_samples_per_second": 541.932,
"eval_steps_per_second": 17.17,
"step": 2376
},
{
"epoch": 9.0,
"grad_norm": 0.5155681371688843,
"learning_rate": 0.0,
"loss": 0.2752,
"step": 2673
},
{
"epoch": 9.0,
"eval_accuracy": 0.5069306930693069,
"eval_f1": 0.1263157894736842,
"eval_loss": 0.2723012864589691,
"eval_mcc": 0.024561362814430283,
"eval_precision": 0.5454545454545454,
"eval_recall": 0.07142857142857142,
"eval_runtime": 0.9301,
"eval_samples_per_second": 542.98,
"eval_steps_per_second": 17.203,
"step": 2673
}
],
"logging_steps": 500,
"max_steps": 2673,
"num_input_tokens_seen": 0,
"num_train_epochs": 9,
"save_steps": 500,
"total_flos": 6576311393820.0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"alpha": 0.33782488262757904,
"learning_rate": 1.3177540875073095e-05,
"num_train_epochs": 9,
"temperature": 26
}
}