{ "best_metric": 0.3312614858150482, "best_model_checkpoint": "bert_base_lda_20_v1_book_sst2/checkpoint-264", "epoch": 6.0, "eval_steps": 500, "global_step": 1584, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 6.884793281555176, "learning_rate": 4.9e-05, "loss": 0.3964, "step": 264 }, { "epoch": 1.0, "eval_accuracy": 0.8704128440366973, "eval_loss": 0.3312614858150482, "eval_runtime": 0.5784, "eval_samples_per_second": 1507.629, "eval_steps_per_second": 6.916, "step": 264 }, { "epoch": 2.0, "grad_norm": 13.503787994384766, "learning_rate": 4.8e-05, "loss": 0.1876, "step": 528 }, { "epoch": 2.0, "eval_accuracy": 0.8841743119266054, "eval_loss": 0.3377615511417389, "eval_runtime": 0.5699, "eval_samples_per_second": 1530.053, "eval_steps_per_second": 7.019, "step": 528 }, { "epoch": 3.0, "grad_norm": 4.8918938636779785, "learning_rate": 4.7e-05, "loss": 0.1202, "step": 792 }, { "epoch": 3.0, "eval_accuracy": 0.8669724770642202, "eval_loss": 0.40393030643463135, "eval_runtime": 0.573, "eval_samples_per_second": 1521.855, "eval_steps_per_second": 6.981, "step": 792 }, { "epoch": 4.0, "grad_norm": 3.135744333267212, "learning_rate": 4.600000000000001e-05, "loss": 0.0867, "step": 1056 }, { "epoch": 4.0, "eval_accuracy": 0.8910550458715596, "eval_loss": 0.34491220116615295, "eval_runtime": 0.5842, "eval_samples_per_second": 1492.685, "eval_steps_per_second": 6.847, "step": 1056 }, { "epoch": 5.0, "grad_norm": 15.718326568603516, "learning_rate": 4.5e-05, "loss": 0.0667, "step": 1320 }, { "epoch": 5.0, "eval_accuracy": 0.8818807339449541, "eval_loss": 0.3893832564353943, "eval_runtime": 0.5858, "eval_samples_per_second": 1488.608, "eval_steps_per_second": 6.828, "step": 1320 }, { "epoch": 6.0, "grad_norm": 6.3708720207214355, "learning_rate": 4.4000000000000006e-05, "loss": 0.0527, "step": 1584 }, { "epoch": 6.0, "eval_accuracy": 0.8830275229357798, "eval_loss": 0.4835165739059448, "eval_runtime": 0.5758, "eval_samples_per_second": 1514.436, "eval_steps_per_second": 6.947, "step": 1584 }, { "epoch": 6.0, "step": 1584, "total_flos": 5.316079940232192e+16, "train_loss": 0.15173852744728628, "train_runtime": 674.7007, "train_samples_per_second": 4991.028, "train_steps_per_second": 19.564 } ], "logging_steps": 1, "max_steps": 13200, "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": 5.316079940232192e+16, "train_batch_size": 256, "trial_name": null, "trial_params": null }