bert_base_km_10_v2_cola / trainer_state.json
Hartunka's picture
End of training
d9c8f9b verified
{
"best_global_step": 34,
"best_metric": 0.6229148507118225,
"best_model_checkpoint": "bert_base_km_10_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": 1.1589508056640625,
"learning_rate": 4.9e-05,
"loss": 0.6185,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6229148507118225,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.6639,
"eval_samples_per_second": 1570.963,
"eval_steps_per_second": 7.531,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 1.3882426023483276,
"learning_rate": 4.8e-05,
"loss": 0.593,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.6797698736190796,
"eval_loss": 0.6264082193374634,
"eval_matthews_correlation": -0.019508732494421744,
"eval_runtime": 0.689,
"eval_samples_per_second": 1513.768,
"eval_steps_per_second": 7.257,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 1.7106853723526,
"learning_rate": 4.7e-05,
"loss": 0.5528,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6788111329078674,
"eval_loss": 0.629378616809845,
"eval_matthews_correlation": 0.04020040476471409,
"eval_runtime": 0.6665,
"eval_samples_per_second": 1564.856,
"eval_steps_per_second": 7.502,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 2.5940418243408203,
"learning_rate": 4.600000000000001e-05,
"loss": 0.4973,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6529242396354675,
"eval_loss": 0.6712858080863953,
"eval_matthews_correlation": 0.06667066349742735,
"eval_runtime": 0.6783,
"eval_samples_per_second": 1537.714,
"eval_steps_per_second": 7.372,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 2.508085250854492,
"learning_rate": 4.5e-05,
"loss": 0.4291,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.6558005809783936,
"eval_loss": 0.7182372808456421,
"eval_matthews_correlation": 0.1191844484330856,
"eval_runtime": 0.6784,
"eval_samples_per_second": 1537.431,
"eval_steps_per_second": 7.37,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 3.1077468395233154,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.3516,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6088207364082336,
"eval_loss": 0.8184990286827087,
"eval_matthews_correlation": 0.0850925091452348,
"eval_runtime": 0.7374,
"eval_samples_per_second": 1414.377,
"eval_steps_per_second": 6.78,
"step": 204
},
{
"epoch": 6.0,
"step": 204,
"total_flos": 6749587903150080.0,
"train_loss": 0.5070589663935643,
"train_runtime": 99.0295,
"train_samples_per_second": 4317.4,
"train_steps_per_second": 17.167
}
],
"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
}