| { |
| "best_global_step": 102, |
| "best_metric": 0.6132072806358337, |
| "best_model_checkpoint": "tiny_bert_km_5_v2_cola/checkpoint-102", |
| "epoch": 8.0, |
| "eval_steps": 500, |
| "global_step": 272, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 1.0, |
| "grad_norm": 0.7630343437194824, |
| "learning_rate": 4.9e-05, |
| "loss": 0.6164, |
| "step": 34 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6912751793861389, |
| "eval_loss": 0.6185938119888306, |
| "eval_matthews_correlation": 0.0, |
| "eval_runtime": 0.325, |
| "eval_samples_per_second": 3208.865, |
| "eval_steps_per_second": 15.383, |
| "step": 34 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.778609037399292, |
| "learning_rate": 4.8e-05, |
| "loss": 0.6071, |
| "step": 68 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.6912751793861389, |
| "eval_loss": 0.6137447357177734, |
| "eval_matthews_correlation": 0.0, |
| "eval_runtime": 0.3406, |
| "eval_samples_per_second": 3062.365, |
| "eval_steps_per_second": 14.681, |
| "step": 68 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 1.3126204013824463, |
| "learning_rate": 4.7e-05, |
| "loss": 0.6025, |
| "step": 102 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.6912751793861389, |
| "eval_loss": 0.6132072806358337, |
| "eval_matthews_correlation": 0.0, |
| "eval_runtime": 0.3117, |
| "eval_samples_per_second": 3346.424, |
| "eval_steps_per_second": 16.042, |
| "step": 102 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 1.9153343439102173, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.5865, |
| "step": 136 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.6922339200973511, |
| "eval_loss": 0.6316416263580322, |
| "eval_matthews_correlation": 0.0463559874942472, |
| "eval_runtime": 0.3269, |
| "eval_samples_per_second": 3190.096, |
| "eval_steps_per_second": 15.293, |
| "step": 136 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 2.5319900512695312, |
| "learning_rate": 4.5e-05, |
| "loss": 0.5525, |
| "step": 170 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.7027804255485535, |
| "eval_loss": 0.6342248916625977, |
| "eval_matthews_correlation": 0.17712606131822545, |
| "eval_runtime": 0.3079, |
| "eval_samples_per_second": 3387.574, |
| "eval_steps_per_second": 16.24, |
| "step": 170 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 1.82542884349823, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.5122, |
| "step": 204 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.6318312287330627, |
| "eval_loss": 0.6609932780265808, |
| "eval_matthews_correlation": 0.08825845093702572, |
| "eval_runtime": 0.3339, |
| "eval_samples_per_second": 3123.819, |
| "eval_steps_per_second": 14.975, |
| "step": 204 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 3.6594173908233643, |
| "learning_rate": 4.3e-05, |
| "loss": 0.4796, |
| "step": 238 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.6778523325920105, |
| "eval_loss": 0.7212586998939514, |
| "eval_matthews_correlation": 0.07130170780284954, |
| "eval_runtime": 0.3491, |
| "eval_samples_per_second": 2987.563, |
| "eval_steps_per_second": 14.322, |
| "step": 238 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 2.2772269248962402, |
| "learning_rate": 4.2e-05, |
| "loss": 0.446, |
| "step": 272 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_accuracy": 0.6433365345001221, |
| "eval_loss": 0.7225203514099121, |
| "eval_matthews_correlation": 0.06635583278930876, |
| "eval_runtime": 0.3177, |
| "eval_samples_per_second": 3283.145, |
| "eval_steps_per_second": 15.739, |
| "step": 272 |
| }, |
| { |
| "epoch": 8.0, |
| "step": 272, |
| "total_flos": 1793902531485696.0, |
| "train_loss": 0.5503367466085097, |
| "train_runtime": 45.4021, |
| "train_samples_per_second": 9416.971, |
| "train_steps_per_second": 37.443 |
| } |
| ], |
| "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": 1793902531485696.0, |
| "train_batch_size": 256, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|