mymodel-classify-sentiment / trainer_state.json
duwuonline's picture
Upload 9 files
c61f636
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 4.9220672682526665,
"global_step": 6000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.41,
"learning_rate": 1.8372436423297786e-05,
"loss": 0.4396,
"step": 500
},
{
"epoch": 0.82,
"learning_rate": 1.673502871205907e-05,
"loss": 0.3623,
"step": 1000
},
{
"epoch": 1.0,
"eval_accuracy": 0.7705605028810896,
"eval_f1": 0.7981601731601731,
"eval_loss": 0.3199549615383148,
"eval_roc_auc": 0.8454688318491356,
"eval_runtime": 4.9345,
"eval_samples_per_second": 386.871,
"eval_steps_per_second": 48.435,
"step": 1219
},
{
"epoch": 1.23,
"learning_rate": 1.5097621000820346e-05,
"loss": 0.3118,
"step": 1500
},
{
"epoch": 1.64,
"learning_rate": 1.345693191140279e-05,
"loss": 0.3084,
"step": 2000
},
{
"epoch": 2.0,
"eval_accuracy": 0.787323205866946,
"eval_f1": 0.8144357662267707,
"eval_loss": 0.3036384880542755,
"eval_roc_auc": 0.857778941854374,
"eval_runtime": 5.4523,
"eval_samples_per_second": 350.13,
"eval_steps_per_second": 43.835,
"step": 2438
},
{
"epoch": 2.05,
"learning_rate": 1.1816242821985235e-05,
"loss": 0.2862,
"step": 2500
},
{
"epoch": 2.46,
"learning_rate": 1.017555373256768e-05,
"loss": 0.2544,
"step": 3000
},
{
"epoch": 2.87,
"learning_rate": 8.534864643150123e-06,
"loss": 0.2555,
"step": 3500
},
{
"epoch": 3.0,
"eval_accuracy": 0.7946568884232582,
"eval_f1": 0.8135683760683762,
"eval_loss": 0.34248924255371094,
"eval_roc_auc": 0.858040859088528,
"eval_runtime": 4.9485,
"eval_samples_per_second": 385.776,
"eval_steps_per_second": 48.298,
"step": 3657
},
{
"epoch": 3.28,
"learning_rate": 6.894175553732568e-06,
"loss": 0.2306,
"step": 4000
},
{
"epoch": 3.69,
"learning_rate": 5.253486464315013e-06,
"loss": 0.2173,
"step": 4500
},
{
"epoch": 4.0,
"eval_accuracy": 0.8114195914091147,
"eval_f1": 0.8226875165650676,
"eval_loss": 0.35695233941078186,
"eval_roc_auc": 0.8656364588789941,
"eval_runtime": 4.8414,
"eval_samples_per_second": 394.309,
"eval_steps_per_second": 49.366,
"step": 4876
},
{
"epoch": 4.1,
"learning_rate": 3.612797374897457e-06,
"loss": 0.2049,
"step": 5000
},
{
"epoch": 4.51,
"learning_rate": 1.9753896636587367e-06,
"loss": 0.1896,
"step": 5500
},
{
"epoch": 4.92,
"learning_rate": 3.347005742411813e-07,
"loss": 0.1873,
"step": 6000
}
],
"max_steps": 6095,
"num_train_epochs": 5,
"total_flos": 3156308559065088.0,
"trial_name": null,
"trial_params": null
}