gal_sp_XLM-R / trainer_state.json
mbruton's picture
Upload 11 files
2a432d2
{
"best_metric": 0.2869763970375061,
"best_model_checkpoint": "gal_sp_XLM-R/checkpoint-1250",
"epoch": 6.0,
"global_step": 1500,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.8985218351324828,
"eval_f1": 0.6311757348342715,
"eval_loss": 0.3683431148529053,
"eval_precision": 0.6882032049096488,
"eval_recall": 0.5828761189719897,
"eval_runtime": 5.2404,
"eval_samples_per_second": 190.252,
"eval_steps_per_second": 12.022,
"step": 250
},
{
"epoch": 2.0,
"learning_rate": 1.9600000000000002e-05,
"loss": 0.4521,
"step": 500
},
{
"epoch": 2.0,
"eval_accuracy": 0.9153888616290481,
"eval_f1": 0.7093653817968636,
"eval_loss": 0.3080022931098938,
"eval_precision": 0.7202380952380952,
"eval_recall": 0.6988160554432573,
"eval_runtime": 5.2307,
"eval_samples_per_second": 190.605,
"eval_steps_per_second": 12.044,
"step": 500
},
{
"epoch": 3.0,
"eval_accuracy": 0.9145608439646713,
"eval_f1": 0.7130997607992121,
"eval_loss": 0.3053981065750122,
"eval_precision": 0.6953896816684961,
"eval_recall": 0.7317354894600058,
"eval_runtime": 5.3687,
"eval_samples_per_second": 185.707,
"eval_steps_per_second": 11.735,
"step": 750
},
{
"epoch": 4.0,
"learning_rate": 1.9200000000000003e-05,
"loss": 0.2426,
"step": 1000
},
{
"epoch": 4.0,
"eval_accuracy": 0.919191609421001,
"eval_f1": 0.7231791866199699,
"eval_loss": 0.3031836450099945,
"eval_precision": 0.7160651096956829,
"eval_recall": 0.7304360381172393,
"eval_runtime": 5.2453,
"eval_samples_per_second": 190.075,
"eval_steps_per_second": 12.011,
"step": 1000
},
{
"epoch": 5.0,
"eval_accuracy": 0.9235157016683022,
"eval_f1": 0.7326776277157957,
"eval_loss": 0.2869763970375061,
"eval_precision": 0.7451478053150195,
"eval_recall": 0.7206179613052267,
"eval_runtime": 5.215,
"eval_samples_per_second": 191.179,
"eval_steps_per_second": 12.081,
"step": 1250
},
{
"epoch": 6.0,
"learning_rate": 1.88e-05,
"loss": 0.1812,
"step": 1500
},
{
"epoch": 6.0,
"eval_accuracy": 0.9199889597644749,
"eval_f1": 0.729057033138956,
"eval_loss": 0.3071407973766327,
"eval_precision": 0.718329596412556,
"eval_recall": 0.7401097314467225,
"eval_runtime": 5.2244,
"eval_samples_per_second": 190.835,
"eval_steps_per_second": 12.059,
"step": 1500
}
],
"max_steps": 25000,
"num_train_epochs": 100,
"total_flos": 925793237842200.0,
"trial_name": null,
"trial_params": null
}