hBERTv2_data_aug_mrpc / trainer_state.json
gokuls's picture
End of training
f531b7e
{
"best_metric": 0.6239516139030457,
"best_model_checkpoint": "hBERTv2_data_aug_mrpc/checkpoint-1960",
"epoch": 7.0,
"global_step": 6860,
"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": 0.6319,
"step": 980
},
{
"epoch": 1.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6244884133338928,
"eval_runtime": 0.489,
"eval_samples_per_second": 834.271,
"eval_steps_per_second": 4.09,
"step": 980
},
{
"epoch": 2.0,
"learning_rate": 4.8e-05,
"loss": 0.6305,
"step": 1960
},
{
"epoch": 2.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6239516139030457,
"eval_runtime": 0.4884,
"eval_samples_per_second": 835.412,
"eval_steps_per_second": 4.095,
"step": 1960
},
{
"epoch": 3.0,
"learning_rate": 4.7e-05,
"loss": 0.6303,
"step": 2940
},
{
"epoch": 3.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6259029507637024,
"eval_runtime": 0.489,
"eval_samples_per_second": 834.359,
"eval_steps_per_second": 4.09,
"step": 2940
},
{
"epoch": 4.0,
"learning_rate": 4.600000000000001e-05,
"loss": 0.6302,
"step": 3920
},
{
"epoch": 4.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6251693964004517,
"eval_runtime": 0.4902,
"eval_samples_per_second": 832.302,
"eval_steps_per_second": 4.08,
"step": 3920
},
{
"epoch": 5.0,
"learning_rate": 4.500102040816327e-05,
"loss": 0.6302,
"step": 4900
},
{
"epoch": 5.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6241449117660522,
"eval_runtime": 0.4885,
"eval_samples_per_second": 835.178,
"eval_steps_per_second": 4.094,
"step": 4900
},
{
"epoch": 6.0,
"learning_rate": 4.4001020408163265e-05,
"loss": 0.6302,
"step": 5880
},
{
"epoch": 6.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6241024136543274,
"eval_runtime": 0.4883,
"eval_samples_per_second": 835.632,
"eval_steps_per_second": 4.096,
"step": 5880
},
{
"epoch": 7.0,
"learning_rate": 4.300102040816327e-05,
"loss": 0.6301,
"step": 6860
},
{
"epoch": 7.0,
"eval_accuracy": 0.6838235294117647,
"eval_combined_score": 0.7480253018237863,
"eval_f1": 0.8122270742358079,
"eval_loss": 0.6241885423660278,
"eval_runtime": 0.4876,
"eval_samples_per_second": 836.76,
"eval_steps_per_second": 4.102,
"step": 6860
},
{
"epoch": 7.0,
"step": 6860,
"total_flos": 2.1861021041400218e+17,
"train_loss": 0.6304825585368076,
"train_runtime": 6112.7657,
"train_samples_per_second": 2050.921,
"train_steps_per_second": 8.016
}
],
"max_steps": 49000,
"num_train_epochs": 50,
"total_flos": 2.1861021041400218e+17,
"trial_name": null,
"trial_params": null
}