albertmartinez's picture
End of training
b95d0a1 verified
{
"best_metric": 0.7206650376319885,
"best_model_checkpoint": "./bert-multilingual-sdg-classification/checkpoint-2690",
"epoch": 5.0,
"eval_steps": 500,
"global_step": 2690,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.929368029739777,
"grad_norm": 6.992225646972656,
"learning_rate": 8.316666666666668e-06,
"loss": 2.1122,
"step": 500
},
{
"epoch": 1.0,
"eval_f1": 0.6814140148396195,
"eval_loss": 1.0624698400497437,
"eval_runtime": 10.5752,
"eval_samples_per_second": 813.695,
"eval_steps_per_second": 12.766,
"step": 538
},
{
"epoch": 1.858736059479554,
"grad_norm": 6.2237749099731445,
"learning_rate": 8.090909090909092e-06,
"loss": 0.9564,
"step": 1000
},
{
"epoch": 2.0,
"eval_f1": 0.7685561242660267,
"eval_loss": 0.8072949051856995,
"eval_runtime": 10.5617,
"eval_samples_per_second": 814.737,
"eval_steps_per_second": 12.782,
"step": 1076
},
{
"epoch": 2.7881040892193307,
"grad_norm": 7.1777119636535645,
"learning_rate": 5.698564593301436e-06,
"loss": 0.7652,
"step": 1500
},
{
"epoch": 3.0,
"eval_f1": 0.7885510737037653,
"eval_loss": 0.7433095574378967,
"eval_runtime": 10.6937,
"eval_samples_per_second": 804.676,
"eval_steps_per_second": 12.624,
"step": 1614
},
{
"epoch": 3.717472118959108,
"grad_norm": 7.244228363037109,
"learning_rate": 3.30622009569378e-06,
"loss": 0.6619,
"step": 2000
},
{
"epoch": 4.0,
"eval_f1": 0.7918831109586941,
"eval_loss": 0.726136326789856,
"eval_runtime": 10.5238,
"eval_samples_per_second": 817.671,
"eval_steps_per_second": 12.828,
"step": 2152
},
{
"epoch": 4.646840148698884,
"grad_norm": 5.082164287567139,
"learning_rate": 9.186602870813398e-07,
"loss": 0.6038,
"step": 2500
},
{
"epoch": 5.0,
"eval_f1": 0.7925314519666281,
"eval_loss": 0.7206650376319885,
"eval_runtime": 10.5422,
"eval_samples_per_second": 816.247,
"eval_steps_per_second": 12.806,
"step": 2690
},
{
"epoch": 5.0,
"step": 2690,
"total_flos": 4.52871045169152e+16,
"train_loss": 0.9877658092399512,
"train_runtime": 691.6026,
"train_samples_per_second": 248.842,
"train_steps_per_second": 3.89
}
],
"logging_steps": 500,
"max_steps": 2690,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 4.52871045169152e+16,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}