| { |
| "best_global_step": 102, |
| "best_metric": 0.6194837689399719, |
| "best_model_checkpoint": "tiny_bert_km_10_v1_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": 0.6989911794662476, |
| "learning_rate": 4.9e-05, |
| "loss": 0.6199, |
| "step": 34 |
| }, |
| { |
| "epoch": 1.0, |
| "eval_accuracy": 0.6912751793861389, |
| "eval_loss": 0.6198849678039551, |
| "eval_matthews_correlation": 0.0, |
| "eval_runtime": 0.3232, |
| "eval_samples_per_second": 3227.559, |
| "eval_steps_per_second": 15.472, |
| "step": 34 |
| }, |
| { |
| "epoch": 2.0, |
| "grad_norm": 0.9705714583396912, |
| "learning_rate": 4.8e-05, |
| "loss": 0.6047, |
| "step": 68 |
| }, |
| { |
| "epoch": 2.0, |
| "eval_accuracy": 0.6912751793861389, |
| "eval_loss": 0.62193363904953, |
| "eval_matthews_correlation": 0.0, |
| "eval_runtime": 0.3412, |
| "eval_samples_per_second": 3057.25, |
| "eval_steps_per_second": 14.656, |
| "step": 68 |
| }, |
| { |
| "epoch": 3.0, |
| "grad_norm": 1.1057320833206177, |
| "learning_rate": 4.7e-05, |
| "loss": 0.5929, |
| "step": 102 |
| }, |
| { |
| "epoch": 3.0, |
| "eval_accuracy": 0.6912751793861389, |
| "eval_loss": 0.6194837689399719, |
| "eval_matthews_correlation": 0.0, |
| "eval_runtime": 0.3105, |
| "eval_samples_per_second": 3359.633, |
| "eval_steps_per_second": 16.106, |
| "step": 102 |
| }, |
| { |
| "epoch": 4.0, |
| "grad_norm": 1.1319090127944946, |
| "learning_rate": 4.600000000000001e-05, |
| "loss": 0.5688, |
| "step": 136 |
| }, |
| { |
| "epoch": 4.0, |
| "eval_accuracy": 0.6692233681678772, |
| "eval_loss": 0.6350439190864563, |
| "eval_matthews_correlation": 0.025622035134478298, |
| "eval_runtime": 0.3205, |
| "eval_samples_per_second": 3254.129, |
| "eval_steps_per_second": 15.6, |
| "step": 136 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 1.7428271770477295, |
| "learning_rate": 4.5e-05, |
| "loss": 0.5277, |
| "step": 170 |
| }, |
| { |
| "epoch": 5.0, |
| "eval_accuracy": 0.6586769223213196, |
| "eval_loss": 0.6556610465049744, |
| "eval_matthews_correlation": 0.05555272752389579, |
| "eval_runtime": 0.3151, |
| "eval_samples_per_second": 3310.249, |
| "eval_steps_per_second": 15.869, |
| "step": 170 |
| }, |
| { |
| "epoch": 6.0, |
| "grad_norm": 2.063387393951416, |
| "learning_rate": 4.4000000000000006e-05, |
| "loss": 0.4781, |
| "step": 204 |
| }, |
| { |
| "epoch": 6.0, |
| "eval_accuracy": 0.6586769223213196, |
| "eval_loss": 0.7021281719207764, |
| "eval_matthews_correlation": 0.06726048609499759, |
| "eval_runtime": 0.3139, |
| "eval_samples_per_second": 3322.475, |
| "eval_steps_per_second": 15.927, |
| "step": 204 |
| }, |
| { |
| "epoch": 7.0, |
| "grad_norm": 3.0660338401794434, |
| "learning_rate": 4.3e-05, |
| "loss": 0.4279, |
| "step": 238 |
| }, |
| { |
| "epoch": 7.0, |
| "eval_accuracy": 0.6490891575813293, |
| "eval_loss": 0.7524747252464294, |
| "eval_matthews_correlation": 0.06280376398791969, |
| "eval_runtime": 0.3301, |
| "eval_samples_per_second": 3159.185, |
| "eval_steps_per_second": 15.145, |
| "step": 238 |
| }, |
| { |
| "epoch": 8.0, |
| "grad_norm": 3.1008501052856445, |
| "learning_rate": 4.2e-05, |
| "loss": 0.3883, |
| "step": 272 |
| }, |
| { |
| "epoch": 8.0, |
| "eval_accuracy": 0.6308724880218506, |
| "eval_loss": 0.7883565425872803, |
| "eval_matthews_correlation": 0.08342146557730178, |
| "eval_runtime": 0.3069, |
| "eval_samples_per_second": 3398.506, |
| "eval_steps_per_second": 16.292, |
| "step": 272 |
| }, |
| { |
| "epoch": 8.0, |
| "step": 272, |
| "total_flos": 1793902531485696.0, |
| "train_loss": 0.5260348284945768, |
| "train_runtime": 45.4952, |
| "train_samples_per_second": 9397.689, |
| "train_steps_per_second": 37.367 |
| } |
| ], |
| "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 |
| } |
|
|