{ "best_metric": 0.1812099814414978, "best_model_checkpoint": "/content/drive/MyDrive/BERT/np_model_es/checkpoint-486", "epoch": 7.0, "eval_steps": 500, "global_step": 1701, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.9390050468637346, "eval_f1": 0.7960042060988434, "eval_loss": 0.19681523740291595, "eval_precision": 0.7577577577577578, "eval_recall": 0.8383167220376523, "eval_runtime": 5.2116, "eval_samples_per_second": 46.435, "eval_steps_per_second": 11.705, "step": 243 }, { "epoch": 2.0, "eval_accuracy": 0.949098774333093, "eval_f1": 0.8397027600849256, "eval_loss": 0.1812099814414978, "eval_precision": 0.8063200815494393, "eval_recall": 0.875968992248062, "eval_runtime": 5.4915, "eval_samples_per_second": 44.069, "eval_steps_per_second": 11.108, "step": 486 }, { "epoch": 2.06, "learning_rate": 7.94238683127572e-06, "loss": 0.2577, "step": 500 }, { "epoch": 3.0, "eval_accuracy": 0.9495313626532084, "eval_f1": 0.8511326860841423, "eval_loss": 0.19488638639450073, "eval_precision": 0.8296529968454258, "eval_recall": 0.8737541528239202, "eval_runtime": 5.0485, "eval_samples_per_second": 47.935, "eval_steps_per_second": 12.083, "step": 729 }, { "epoch": 4.0, "eval_accuracy": 0.950396539293439, "eval_f1": 0.8493297587131368, "eval_loss": 0.21376554667949677, "eval_precision": 0.8232848232848233, "eval_recall": 0.8770764119601329, "eval_runtime": 4.8302, "eval_samples_per_second": 50.101, "eval_steps_per_second": 12.629, "step": 972 }, { "epoch": 4.12, "learning_rate": 5.884773662551441e-06, "loss": 0.1112, "step": 1000 }, { "epoch": 5.0, "eval_accuracy": 0.9499639509733238, "eval_f1": 0.8502732240437159, "eval_loss": 0.24179881811141968, "eval_precision": 0.8392664509169363, "eval_recall": 0.8615725359911407, "eval_runtime": 4.8298, "eval_samples_per_second": 50.106, "eval_steps_per_second": 12.63, "step": 1215 }, { "epoch": 6.0, "eval_accuracy": 0.9492429704397981, "eval_f1": 0.8493449781659388, "eval_loss": 0.24828843772411346, "eval_precision": 0.83745963401507, "eval_recall": 0.8615725359911407, "eval_runtime": 5.5749, "eval_samples_per_second": 43.409, "eval_steps_per_second": 10.942, "step": 1458 }, { "epoch": 6.17, "learning_rate": 3.827160493827161e-06, "loss": 0.0661, "step": 1500 }, { "epoch": 7.0, "eval_accuracy": 0.949098774333093, "eval_f1": 0.8526200873362445, "eval_loss": 0.2728496193885803, "eval_precision": 0.8406889128094726, "eval_recall": 0.8648947951273532, "eval_runtime": 4.9946, "eval_samples_per_second": 48.452, "eval_steps_per_second": 12.213, "step": 1701 } ], "logging_steps": 500, "max_steps": 2430, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "total_flos": 224033373641160.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }