bert_base_km_50_v2_cola / trainer_state.json
Hartunka's picture
End of training
e847cb8 verified
{
"best_global_step": 34,
"best_metric": 0.6238698959350586,
"best_model_checkpoint": "bert_base_km_50_v2_cola/checkpoint-34",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 204,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"grad_norm": 1.111806035041809,
"learning_rate": 4.9e-05,
"loss": 0.6192,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6238698959350586,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.6876,
"eval_samples_per_second": 1516.888,
"eval_steps_per_second": 7.272,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 1.4348454475402832,
"learning_rate": 4.8e-05,
"loss": 0.5975,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6265467405319214,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.7071,
"eval_samples_per_second": 1475.092,
"eval_steps_per_second": 7.071,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 1.8313347101211548,
"learning_rate": 4.7e-05,
"loss": 0.5691,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6778523325920105,
"eval_loss": 0.6327216625213623,
"eval_matthews_correlation": 0.02809496484413248,
"eval_runtime": 0.6947,
"eval_samples_per_second": 1501.269,
"eval_steps_per_second": 7.197,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 2.7352147102355957,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5163,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6883988380432129,
"eval_loss": 0.6774272918701172,
"eval_matthews_correlation": 0.12025083258532164,
"eval_runtime": 0.7181,
"eval_samples_per_second": 1452.396,
"eval_steps_per_second": 6.963,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 2.377678871154785,
"learning_rate": 4.5e-05,
"loss": 0.4419,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.6558005809783936,
"eval_loss": 0.7083916068077087,
"eval_matthews_correlation": 0.09842342220518424,
"eval_runtime": 0.6793,
"eval_samples_per_second": 1535.383,
"eval_steps_per_second": 7.36,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 3.3255419731140137,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.3664,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6116970181465149,
"eval_loss": 0.8184058666229248,
"eval_matthews_correlation": 0.047216849138495554,
"eval_runtime": 0.6952,
"eval_samples_per_second": 1500.32,
"eval_steps_per_second": 7.192,
"step": 204
},
{
"epoch": 6.0,
"step": 204,
"total_flos": 6749587903150080.0,
"train_loss": 0.5183892764297187,
"train_runtime": 99.6293,
"train_samples_per_second": 4291.406,
"train_steps_per_second": 17.063
}
],
"logging_steps": 1,
"max_steps": 1700,
"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": 6749587903150080.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}