distilbert_km_20_v2_cola / trainer_state.json
Hartunka's picture
End of training
01f7df8 verified
{
"best_global_step": 34,
"best_metric": 0.6218016147613525,
"best_model_checkpoint": "distilbert_km_20_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": 1.0493662357330322,
"learning_rate": 4.9e-05,
"loss": 0.617,
"step": 34
},
{
"epoch": 1.0,
"eval_accuracy": 0.6912751793861389,
"eval_loss": 0.6218016147613525,
"eval_matthews_correlation": 0.0,
"eval_runtime": 0.4438,
"eval_samples_per_second": 2349.979,
"eval_steps_per_second": 11.265,
"step": 34
},
{
"epoch": 2.0,
"grad_norm": 1.4519679546356201,
"learning_rate": 4.8e-05,
"loss": 0.5982,
"step": 68
},
{
"epoch": 2.0,
"eval_accuracy": 0.6874400973320007,
"eval_loss": 0.62346351146698,
"eval_matthews_correlation": -0.02339059069282274,
"eval_runtime": 0.4557,
"eval_samples_per_second": 2288.988,
"eval_steps_per_second": 10.973,
"step": 68
},
{
"epoch": 3.0,
"grad_norm": 1.4409375190734863,
"learning_rate": 4.7e-05,
"loss": 0.5656,
"step": 102
},
{
"epoch": 3.0,
"eval_accuracy": 0.6740172505378723,
"eval_loss": 0.6231377124786377,
"eval_matthews_correlation": 0.012447227759841093,
"eval_runtime": 0.4899,
"eval_samples_per_second": 2129.049,
"eval_steps_per_second": 10.206,
"step": 102
},
{
"epoch": 4.0,
"grad_norm": 2.2414803504943848,
"learning_rate": 4.600000000000001e-05,
"loss": 0.5134,
"step": 136
},
{
"epoch": 4.0,
"eval_accuracy": 0.6519654989242554,
"eval_loss": 0.6778802275657654,
"eval_matthews_correlation": 0.05913990204236021,
"eval_runtime": 0.4375,
"eval_samples_per_second": 2383.897,
"eval_steps_per_second": 11.428,
"step": 136
},
{
"epoch": 5.0,
"grad_norm": 1.8618477582931519,
"learning_rate": 4.5e-05,
"loss": 0.4471,
"step": 170
},
{
"epoch": 5.0,
"eval_accuracy": 0.6605944633483887,
"eval_loss": 0.6931583285331726,
"eval_matthews_correlation": 0.09451155237608601,
"eval_runtime": 0.4739,
"eval_samples_per_second": 2200.883,
"eval_steps_per_second": 10.551,
"step": 170
},
{
"epoch": 6.0,
"grad_norm": 2.7331478595733643,
"learning_rate": 4.4000000000000006e-05,
"loss": 0.3863,
"step": 204
},
{
"epoch": 6.0,
"eval_accuracy": 0.6538830399513245,
"eval_loss": 0.7930698990821838,
"eval_matthews_correlation": 0.08801919690309869,
"eval_runtime": 0.4918,
"eval_samples_per_second": 2120.801,
"eval_steps_per_second": 10.167,
"step": 204
},
{
"epoch": 6.0,
"step": 204,
"total_flos": 3398186177722368.0,
"train_loss": 0.5212595743291518,
"train_runtime": 58.5621,
"train_samples_per_second": 7300.799,
"train_steps_per_second": 29.029
}
],
"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": 3398186177722368.0,
"train_batch_size": 256,
"trial_name": null,
"trial_params": null
}