{ "best_global_step": 34, "best_metric": 0.6156706809997559, "best_model_checkpoint": "bert_base_rand_50_v1_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": 1.2525804042816162, "learning_rate": 4.9e-05, "loss": 0.6124, "step": 34 }, { "epoch": 1.0, "eval_accuracy": 0.6912751793861389, "eval_loss": 0.6156706809997559, "eval_matthews_correlation": 0.0, "eval_runtime": 0.6736, "eval_samples_per_second": 1548.461, "eval_steps_per_second": 7.423, "step": 34 }, { "epoch": 2.0, "grad_norm": 1.5342663526535034, "learning_rate": 4.8e-05, "loss": 0.5879, "step": 68 }, { "epoch": 2.0, "eval_accuracy": 0.6845637559890747, "eval_loss": 0.6281534433364868, "eval_matthews_correlation": 0.08911780619538918, "eval_runtime": 0.6927, "eval_samples_per_second": 1505.607, "eval_steps_per_second": 7.218, "step": 68 }, { "epoch": 3.0, "grad_norm": 2.4237747192382812, "learning_rate": 4.7e-05, "loss": 0.5343, "step": 102 }, { "epoch": 3.0, "eval_accuracy": 0.6759347915649414, "eval_loss": 0.640214204788208, "eval_matthews_correlation": 0.13475013027835261, "eval_runtime": 0.6746, "eval_samples_per_second": 1546.161, "eval_steps_per_second": 7.412, "step": 102 }, { "epoch": 4.0, "grad_norm": 4.614173412322998, "learning_rate": 4.600000000000001e-05, "loss": 0.4824, "step": 136 }, { "epoch": 4.0, "eval_accuracy": 0.6768935918807983, "eval_loss": 0.7317802906036377, "eval_matthews_correlation": 0.1245506910083033, "eval_runtime": 0.6812, "eval_samples_per_second": 1531.047, "eval_steps_per_second": 7.34, "step": 136 }, { "epoch": 5.0, "grad_norm": 3.1389687061309814, "learning_rate": 4.5e-05, "loss": 0.4231, "step": 170 }, { "epoch": 5.0, "eval_accuracy": 0.6720997095108032, "eval_loss": 0.7201704978942871, "eval_matthews_correlation": 0.13265732178325915, "eval_runtime": 0.6971, "eval_samples_per_second": 1496.233, "eval_steps_per_second": 7.173, "step": 170 }, { "epoch": 6.0, "grad_norm": 3.271090030670166, "learning_rate": 4.4000000000000006e-05, "loss": 0.3659, "step": 204 }, { "epoch": 6.0, "eval_accuracy": 0.6462128758430481, "eval_loss": 0.8767686486244202, "eval_matthews_correlation": 0.1385509173876989, "eval_runtime": 0.6919, "eval_samples_per_second": 1507.55, "eval_steps_per_second": 7.227, "step": 204 }, { "epoch": 6.0, "step": 204, "total_flos": 6749587903150080.0, "train_loss": 0.5009848510517794, "train_runtime": 99.932, "train_samples_per_second": 4278.411, "train_steps_per_second": 17.012 } ], "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": 6749587903150080.0, "train_batch_size": 256, "trial_name": null, "trial_params": null }