{ "best_global_step": 34, "best_metric": 0.6163831949234009, "best_model_checkpoint": "distilbert_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": 1.2094887495040894, "learning_rate": 4.9e-05, "loss": 0.6152, "step": 34 }, { "epoch": 1.0, "eval_accuracy": 0.6922339200973511, "eval_loss": 0.6163831949234009, "eval_matthews_correlation": 0.0463559874942472, "eval_runtime": 0.4381, "eval_samples_per_second": 2380.74, "eval_steps_per_second": 11.413, "step": 34 }, { "epoch": 2.0, "grad_norm": 1.425511360168457, "learning_rate": 4.8e-05, "loss": 0.5852, "step": 68 }, { "epoch": 2.0, "eval_accuracy": 0.6816874146461487, "eval_loss": 0.6236035227775574, "eval_matthews_correlation": 0.035270463896731476, "eval_runtime": 0.447, "eval_samples_per_second": 2333.557, "eval_steps_per_second": 11.187, "step": 68 }, { "epoch": 3.0, "grad_norm": 1.9508463144302368, "learning_rate": 4.7e-05, "loss": 0.5375, "step": 102 }, { "epoch": 3.0, "eval_accuracy": 0.6490891575813293, "eval_loss": 0.6427673697471619, "eval_matthews_correlation": 0.013377558812376731, "eval_runtime": 0.4414, "eval_samples_per_second": 2363.16, "eval_steps_per_second": 11.329, "step": 102 }, { "epoch": 4.0, "grad_norm": 2.35090970993042, "learning_rate": 4.600000000000001e-05, "loss": 0.4823, "step": 136 }, { "epoch": 4.0, "eval_accuracy": 0.6548417806625366, "eval_loss": 0.6820145845413208, "eval_matthews_correlation": 0.08987782248314084, "eval_runtime": 0.4746, "eval_samples_per_second": 2197.759, "eval_steps_per_second": 10.536, "step": 136 }, { "epoch": 5.0, "grad_norm": 2.6743202209472656, "learning_rate": 4.5e-05, "loss": 0.4156, "step": 170 }, { "epoch": 5.0, "eval_accuracy": 0.6270374059677124, "eval_loss": 0.7539588212966919, "eval_matthews_correlation": 0.05165125853472949, "eval_runtime": 0.5401, "eval_samples_per_second": 1931.204, "eval_steps_per_second": 9.258, "step": 170 }, { "epoch": 6.0, "grad_norm": 3.225551128387451, "learning_rate": 4.4000000000000006e-05, "loss": 0.3536, "step": 204 }, { "epoch": 6.0, "eval_accuracy": 0.6490891575813293, "eval_loss": 0.8314696550369263, "eval_matthews_correlation": 0.08229406882199065, "eval_runtime": 0.5544, "eval_samples_per_second": 1881.152, "eval_steps_per_second": 9.018, "step": 204 }, { "epoch": 6.0, "step": 204, "total_flos": 3398186177722368.0, "train_loss": 0.49820103832319673, "train_runtime": 58.8164, "train_samples_per_second": 7269.236, "train_steps_per_second": 28.904 } ], "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 }