gokuls's picture
End of training
c1d994b
{
"best_metric": 0.3783751130104065,
"best_model_checkpoint": "mobilebert_sa_GLUE_Experiment_logit_kd_pretrain_cola/checkpoint-268",
"epoch": 9.0,
"global_step": 603,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 4.9e-05,
"loss": 0.6286,
"step": 67
},
{
"epoch": 1.0,
"eval_loss": 0.4351368844509125,
"eval_matthews_correlation": 0.4468514158987457,
"eval_runtime": 1.9774,
"eval_samples_per_second": 527.47,
"eval_steps_per_second": 4.552,
"step": 67
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 0.3982,
"step": 134
},
{
"epoch": 2.0,
"eval_loss": 0.40038201212882996,
"eval_matthews_correlation": 0.48584699342231225,
"eval_runtime": 1.9801,
"eval_samples_per_second": 526.742,
"eval_steps_per_second": 4.545,
"step": 134
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 0.2722,
"step": 201
},
{
"epoch": 3.0,
"eval_loss": 0.38673949241638184,
"eval_matthews_correlation": 0.5371884165342511,
"eval_runtime": 1.9718,
"eval_samples_per_second": 528.945,
"eval_steps_per_second": 4.564,
"step": 201
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.2056,
"step": 268
},
{
"epoch": 4.0,
"eval_loss": 0.3783751130104065,
"eval_matthews_correlation": 0.5439723028804963,
"eval_runtime": 1.9764,
"eval_samples_per_second": 527.735,
"eval_steps_per_second": 4.554,
"step": 268
},
{
"epoch": 5.0,
"learning_rate": 4.5e-05,
"loss": 0.1649,
"step": 335
},
{
"epoch": 5.0,
"eval_loss": 0.4273626506328583,
"eval_matthews_correlation": 0.562419829892001,
"eval_runtime": 1.9713,
"eval_samples_per_second": 529.083,
"eval_steps_per_second": 4.565,
"step": 335
},
{
"epoch": 6.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.135,
"step": 402
},
{
"epoch": 6.0,
"eval_loss": 0.44399121403694153,
"eval_matthews_correlation": 0.5261360919387726,
"eval_runtime": 1.9804,
"eval_samples_per_second": 526.651,
"eval_steps_per_second": 4.544,
"step": 402
},
{
"epoch": 7.0,
"learning_rate": 4.3e-05,
"loss": 0.1174,
"step": 469
},
{
"epoch": 7.0,
"eval_loss": 0.45434868335723877,
"eval_matthews_correlation": 0.5494701108221334,
"eval_runtime": 1.9695,
"eval_samples_per_second": 529.58,
"eval_steps_per_second": 4.57,
"step": 469
},
{
"epoch": 8.0,
"learning_rate": 4.2e-05,
"loss": 0.108,
"step": 536
},
{
"epoch": 8.0,
"eval_loss": 0.3884676992893219,
"eval_matthews_correlation": 0.550612081256011,
"eval_runtime": 1.9709,
"eval_samples_per_second": 529.205,
"eval_steps_per_second": 4.566,
"step": 536
},
{
"epoch": 9.0,
"learning_rate": 4.1e-05,
"loss": 0.1002,
"step": 603
},
{
"epoch": 9.0,
"eval_loss": 0.41253650188446045,
"eval_matthews_correlation": 0.5422671648885407,
"eval_runtime": 1.9646,
"eval_samples_per_second": 530.903,
"eval_steps_per_second": 4.581,
"step": 603
},
{
"epoch": 9.0,
"step": 603,
"total_flos": 2444040855355392.0,
"train_loss": 0.23667547200647357,
"train_runtime": 438.7548,
"train_samples_per_second": 974.462,
"train_steps_per_second": 7.635
}
],
"max_steps": 3350,
"num_train_epochs": 50,
"total_flos": 2444040855355392.0,
"trial_name": null,
"trial_params": null
}