gokuls's picture
End of training
347a6a6
raw
history blame
3.86 kB
{
"best_metric": 1.0610356330871582,
"best_model_checkpoint": "mobilebert_add_GLUE_Experiment_logit_kd_qnli/checkpoint-3276",
"epoch": 9.0,
"global_step": 7371,
"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": 1.1397,
"step": 819
},
{
"epoch": 1.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0611544847488403,
"eval_runtime": 12.0737,
"eval_samples_per_second": 452.471,
"eval_steps_per_second": 3.561,
"step": 819
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 1.1394,
"step": 1638
},
{
"epoch": 2.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0610606670379639,
"eval_runtime": 12.0421,
"eval_samples_per_second": 453.657,
"eval_steps_per_second": 3.571,
"step": 1638
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 1.1393,
"step": 2457
},
{
"epoch": 3.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0616439580917358,
"eval_runtime": 12.0412,
"eval_samples_per_second": 453.691,
"eval_steps_per_second": 3.571,
"step": 2457
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 1.1393,
"step": 3276
},
{
"epoch": 4.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0610356330871582,
"eval_runtime": 12.2467,
"eval_samples_per_second": 446.079,
"eval_steps_per_second": 3.511,
"step": 3276
},
{
"epoch": 5.0,
"learning_rate": 4.5e-05,
"loss": 1.1394,
"step": 4095
},
{
"epoch": 5.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0612379312515259,
"eval_runtime": 12.0192,
"eval_samples_per_second": 454.522,
"eval_steps_per_second": 3.578,
"step": 4095
},
{
"epoch": 6.0,
"learning_rate": 4.4000000000000006e-05,
"loss": 1.1393,
"step": 4914
},
{
"epoch": 6.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0612590312957764,
"eval_runtime": 12.209,
"eval_samples_per_second": 447.458,
"eval_steps_per_second": 3.522,
"step": 4914
},
{
"epoch": 7.0,
"learning_rate": 4.3e-05,
"loss": 1.1393,
"step": 5733
},
{
"epoch": 7.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0614322423934937,
"eval_runtime": 12.0416,
"eval_samples_per_second": 453.678,
"eval_steps_per_second": 3.571,
"step": 5733
},
{
"epoch": 8.0,
"learning_rate": 4.2e-05,
"loss": 1.1393,
"step": 6552
},
{
"epoch": 8.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0612900257110596,
"eval_runtime": 12.028,
"eval_samples_per_second": 454.19,
"eval_steps_per_second": 3.575,
"step": 6552
},
{
"epoch": 9.0,
"learning_rate": 4.1e-05,
"loss": 1.1392,
"step": 7371
},
{
"epoch": 9.0,
"eval_accuracy": 0.5053999633900788,
"eval_loss": 1.0610575675964355,
"eval_runtime": 12.0528,
"eval_samples_per_second": 453.258,
"eval_steps_per_second": 3.568,
"step": 7371
},
{
"epoch": 9.0,
"step": 7371,
"total_flos": 2.788502631402701e+16,
"train_loss": 1.139348039535214,
"train_runtime": 5578.6907,
"train_samples_per_second": 938.778,
"train_steps_per_second": 7.34
}
],
"max_steps": 40950,
"num_train_epochs": 50,
"total_flos": 2.788502631402701e+16,
"trial_name": null,
"trial_params": null
}