bert-base-uncased-finetuned-cola / trainer_state.json
w05230505's picture
End of training
cab965c verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 500,
"global_step": 1605,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 14.7899808883667,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.4866,
"step": 535
},
{
"epoch": 1.0,
"eval_loss": 0.42115479707717896,
"eval_matthews_correlation": 0.5497032501894998,
"eval_runtime": 4.7251,
"eval_samples_per_second": 220.738,
"eval_steps_per_second": 27.724,
"step": 535
},
{
"epoch": 2.0,
"grad_norm": 33.17850112915039,
"learning_rate": 6.666666666666667e-06,
"loss": 0.2848,
"step": 1070
},
{
"epoch": 2.0,
"eval_loss": 0.5097023844718933,
"eval_matthews_correlation": 0.5726999708077573,
"eval_runtime": 4.4553,
"eval_samples_per_second": 234.104,
"eval_steps_per_second": 29.403,
"step": 1070
},
{
"epoch": 3.0,
"grad_norm": 0.3264881372451782,
"learning_rate": 0.0,
"loss": 0.1867,
"step": 1605
},
{
"epoch": 3.0,
"eval_loss": 0.6564142107963562,
"eval_matthews_correlation": 0.5577353353156735,
"eval_runtime": 4.4818,
"eval_samples_per_second": 232.721,
"eval_steps_per_second": 29.23,
"step": 1605
},
{
"epoch": 3.0,
"step": 1605,
"total_flos": 6749587903150080.0,
"train_loss": 0.31938580189167154,
"train_runtime": 346.8226,
"train_samples_per_second": 73.966,
"train_steps_per_second": 4.628
}
],
"logging_steps": 500,
"max_steps": 1605,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 6749587903150080.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}