{ "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 }