bert_base_km_20_v1_rte / trainer_state.json
Hartunka's picture
End of training
7380137 verified
{
"best_global_step": 20,
"best_metric": 0.7143642902374268,
"best_model_checkpoint": "bert_base_km_20_v1_rte/checkpoint-20",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 70,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.6082864999771118,
"learning_rate": 4.9e-05,
"loss": 0.7172,
"step": 10
},
{
"epoch": 1.0,
"eval_accuracy": 0.45126353790613716,
"eval_loss": 0.7190461158752441,
"eval_runtime": 0.2048,
"eval_samples_per_second": 1352.543,
"eval_steps_per_second": 9.766,
"step": 10
},
{
"epoch": 2.0,
"grad_norm": 1.069560170173645,
"learning_rate": 4.8e-05,
"loss": 0.6658,
"step": 20
},
{
"epoch": 2.0,
"eval_accuracy": 0.48736462093862815,
"eval_loss": 0.7143642902374268,
"eval_runtime": 0.1966,
"eval_samples_per_second": 1408.66,
"eval_steps_per_second": 10.171,
"step": 20
},
{
"epoch": 3.0,
"grad_norm": 1.088363766670227,
"learning_rate": 4.7e-05,
"loss": 0.6169,
"step": 30
},
{
"epoch": 3.0,
"eval_accuracy": 0.48375451263537905,
"eval_loss": 0.7388594150543213,
"eval_runtime": 0.2029,
"eval_samples_per_second": 1365.048,
"eval_steps_per_second": 9.856,
"step": 30
},
{
"epoch": 4.0,
"grad_norm": 1.4970088005065918,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5307,
"step": 40
},
{
"epoch": 4.0,
"eval_accuracy": 0.49458483754512633,
"eval_loss": 0.7875006794929504,
"eval_runtime": 0.1976,
"eval_samples_per_second": 1401.985,
"eval_steps_per_second": 10.123,
"step": 40
},
{
"epoch": 5.0,
"grad_norm": 2.31677508354187,
"learning_rate": 4.5e-05,
"loss": 0.4009,
"step": 50
},
{
"epoch": 5.0,
"eval_accuracy": 0.4657039711191336,
"eval_loss": 0.947138249874115,
"eval_runtime": 0.2288,
"eval_samples_per_second": 1210.554,
"eval_steps_per_second": 8.74,
"step": 50
},
{
"epoch": 6.0,
"grad_norm": 5.374250411987305,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.2719,
"step": 60
},
{
"epoch": 6.0,
"eval_accuracy": 0.48736462093862815,
"eval_loss": 1.1685609817504883,
"eval_runtime": 0.1915,
"eval_samples_per_second": 1446.654,
"eval_steps_per_second": 10.445,
"step": 60
},
{
"epoch": 7.0,
"grad_norm": 3.844560384750366,
"learning_rate": 4.3e-05,
"loss": 0.153,
"step": 70
},
{
"epoch": 7.0,
"eval_accuracy": 0.49458483754512633,
"eval_loss": 1.4269626140594482,
"eval_runtime": 0.1935,
"eval_samples_per_second": 1431.625,
"eval_steps_per_second": 10.337,
"step": 70
},
{
"epoch": 7.0,
"step": 70,
"total_flos": 2293012847462400.0,
"train_loss": 0.47949272564479284,
"train_runtime": 44.6997,
"train_samples_per_second": 2785.254,
"train_steps_per_second": 11.186
}
],
"logging_steps": 1,
"max_steps": 500,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 5
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 2293012847462400.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}