gokuls's picture
End of training
43c4e0c
{
"best_metric": 0.6307324171066284,
"best_model_checkpoint": "hBERTv1_new_pretrain_48_emb_com_cola/checkpoint-134",
"epoch": 7.0,
"global_step": 469,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 3.9200000000000004e-05,
"loss": 0.639,
"step": 67
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6325676441192627,
"eval_matthews_correlation": 0.0,
"eval_runtime": 4.7202,
"eval_samples_per_second": 220.963,
"eval_steps_per_second": 1.907,
"step": 67
},
{
"epoch": 2.0,
"learning_rate": 3.8400000000000005e-05,
"loss": 0.608,
"step": 134
},
{
"epoch": 2.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6307324171066284,
"eval_matthews_correlation": 0.0,
"eval_runtime": 4.715,
"eval_samples_per_second": 221.209,
"eval_steps_per_second": 1.909,
"step": 134
},
{
"epoch": 3.0,
"learning_rate": 3.76e-05,
"loss": 0.6029,
"step": 201
},
{
"epoch": 3.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6311112642288208,
"eval_matthews_correlation": 0.0,
"eval_runtime": 4.707,
"eval_samples_per_second": 221.585,
"eval_steps_per_second": 1.912,
"step": 201
},
{
"epoch": 4.0,
"learning_rate": 3.680000000000001e-05,
"loss": 0.5893,
"step": 268
},
{
"epoch": 4.0,
"eval_accuracy": 0.6836050152778625,
"eval_loss": 0.6356986165046692,
"eval_matthews_correlation": 0.00300496871017747,
"eval_runtime": 4.7054,
"eval_samples_per_second": 221.658,
"eval_steps_per_second": 1.913,
"step": 268
},
{
"epoch": 5.0,
"learning_rate": 3.6e-05,
"loss": 0.5692,
"step": 335
},
{
"epoch": 5.0,
"eval_accuracy": 0.6605944633483887,
"eval_loss": 0.6723994612693787,
"eval_matthews_correlation": 0.026963793941824566,
"eval_runtime": 4.7007,
"eval_samples_per_second": 221.882,
"eval_steps_per_second": 1.915,
"step": 335
},
{
"epoch": 6.0,
"learning_rate": 3.52e-05,
"loss": 0.5476,
"step": 402
},
{
"epoch": 6.0,
"eval_accuracy": 0.6548417806625366,
"eval_loss": 0.6516734957695007,
"eval_matthews_correlation": 0.08300801435614485,
"eval_runtime": 4.7009,
"eval_samples_per_second": 221.87,
"eval_steps_per_second": 1.915,
"step": 402
},
{
"epoch": 7.0,
"learning_rate": 3.44e-05,
"loss": 0.5294,
"step": 469
},
{
"epoch": 7.0,
"eval_accuracy": 0.6855225563049316,
"eval_loss": 0.6674203276634216,
"eval_matthews_correlation": 0.06864834703912359,
"eval_runtime": 4.7015,
"eval_samples_per_second": 221.845,
"eval_steps_per_second": 1.914,
"step": 469
},
{
"epoch": 7.0,
"step": 469,
"total_flos": 8873620000473088.0,
"train_loss": 0.5836383193286497,
"train_runtime": 969.9748,
"train_samples_per_second": 440.785,
"train_steps_per_second": 3.454
}
],
"max_steps": 3350,
"num_train_epochs": 50,
"total_flos": 8873620000473088.0,
"trial_name": null,
"trial_params": null
}