bert-base-uncased-qqp-2e-5-42 / trainer_state.json
EhsanAghazadeh's picture
Add model and its dependencies
830e2f5
{
"best_metric": 0.9125154588177096,
"best_model_checkpoint": "./bert-base-uncased/fine_tuned_models/checkpoint-56855",
"epoch": 5.0,
"global_step": 56855,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"learning_rate": 1.777760406488177e-05,
"loss": 0.3331,
"step": 11371
},
{
"epoch": 1.0,
"eval_accuracy": 0.8918872124659906,
"eval_combined_score": 0.8741442698553219,
"eval_f1": 0.8564013272446532,
"eval_loss": 0.25236421823501587,
"eval_runtime": 183.9392,
"eval_samples_per_second": 219.801,
"eval_steps_per_second": 27.476,
"step": 11371
},
{
"epoch": 2.0,
"learning_rate": 1.3333203048661326e-05,
"loss": 0.2043,
"step": 22742
},
{
"epoch": 2.0,
"eval_accuracy": 0.904699480583725,
"eval_combined_score": 0.8889967855745091,
"eval_f1": 0.8732940905652932,
"eval_loss": 0.23582789301872253,
"eval_runtime": 184.4786,
"eval_samples_per_second": 219.158,
"eval_steps_per_second": 27.396,
"step": 22742
},
{
"epoch": 3.0,
"learning_rate": 8.888802032440885e-06,
"loss": 0.1327,
"step": 34113
},
{
"epoch": 3.0,
"eval_accuracy": 0.9093742270591145,
"eval_combined_score": 0.894668767310189,
"eval_f1": 0.8799633075612633,
"eval_loss": 0.25910505652427673,
"eval_runtime": 184.7125,
"eval_samples_per_second": 218.881,
"eval_steps_per_second": 27.361,
"step": 34113
},
{
"epoch": 4.0,
"learning_rate": 4.4444010162204425e-06,
"loss": 0.0893,
"step": 45484
},
{
"epoch": 4.0,
"eval_accuracy": 0.9120702448676725,
"eval_combined_score": 0.8976971395660034,
"eval_f1": 0.8833240342643344,
"eval_loss": 0.3531641662120819,
"eval_runtime": 184.8553,
"eval_samples_per_second": 218.712,
"eval_steps_per_second": 27.34,
"step": 45484
},
{
"epoch": 5.0,
"learning_rate": 0.0,
"loss": 0.0633,
"step": 56855
},
{
"epoch": 5.0,
"eval_accuracy": 0.9125154588177096,
"eval_combined_score": 0.8974312649841467,
"eval_f1": 0.8823470711505838,
"eval_loss": 0.40157535672187805,
"eval_runtime": 184.919,
"eval_samples_per_second": 218.636,
"eval_steps_per_second": 27.331,
"step": 56855
},
{
"epoch": 5.0,
"step": 56855,
"total_flos": 1.196648813106432e+17,
"train_loss": 0.16454659021579016,
"train_runtime": 22957.988,
"train_samples_per_second": 79.242,
"train_steps_per_second": 2.476
}
],
"max_steps": 56855,
"num_train_epochs": 5,
"total_flos": 1.196648813106432e+17,
"trial_name": null,
"trial_params": null
}