{ "best_global_step": 400, "best_metric": 0.9716889033517735, "best_model_checkpoint": "/kaggle/working/outputs/codebert_rd_keystrokes/checkpoint-400", "epoch": 0.32362459546925565, "eval_steps": 400, "global_step": 400, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0008090614886731392, "grad_norm": 4.001261234283447, "learning_rate": 0.0, "loss": 0.748644232749939, "step": 1 }, { "epoch": 0.020226537216828478, "grad_norm": 2.0581886768341064, "learning_rate": 9.716599190283402e-07, "loss": 0.7263915538787842, "step": 25 }, { "epoch": 0.040453074433656956, "grad_norm": 3.1348977088928223, "learning_rate": 1.9838056680161946e-06, "loss": 0.7004936218261719, "step": 50 }, { "epoch": 0.06067961165048544, "grad_norm": 7.536289215087891, "learning_rate": 2.995951417004049e-06, "loss": 0.6983621978759765, "step": 75 }, { "epoch": 0.08090614886731391, "grad_norm": 5.387710094451904, "learning_rate": 4.008097165991903e-06, "loss": 0.6408506774902344, "step": 100 }, { "epoch": 0.1011326860841424, "grad_norm": 4.4866790771484375, "learning_rate": 5.020242914979757e-06, "loss": 0.5292000961303711, "step": 125 }, { "epoch": 0.12135922330097088, "grad_norm": 5.9393534660339355, "learning_rate": 6.0323886639676124e-06, "loss": 0.4315451049804688, "step": 150 }, { "epoch": 0.14158576051779936, "grad_norm": 4.814444065093994, "learning_rate": 7.044534412955466e-06, "loss": 0.3674881362915039, "step": 175 }, { "epoch": 0.16181229773462782, "grad_norm": 2.463817834854126, "learning_rate": 8.056680161943322e-06, "loss": 0.29549776077270506, "step": 200 }, { "epoch": 0.1820388349514563, "grad_norm": 1.6270427703857422, "learning_rate": 9.068825910931175e-06, "loss": 0.19513965606689454, "step": 225 }, { "epoch": 0.2022653721682848, "grad_norm": 15.206025123596191, "learning_rate": 1.008097165991903e-05, "loss": 0.258267822265625, "step": 250 }, { "epoch": 0.22249190938511326, "grad_norm": 5.6893134117126465, "learning_rate": 1.1093117408906884e-05, "loss": 0.3252030563354492, "step": 275 }, { "epoch": 0.24271844660194175, "grad_norm": 15.90676498413086, "learning_rate": 1.2105263157894737e-05, "loss": 0.2558871841430664, "step": 300 }, { "epoch": 0.26294498381877024, "grad_norm": 1.5257281064987183, "learning_rate": 1.3117408906882592e-05, "loss": 0.20428178787231446, "step": 325 }, { "epoch": 0.28317152103559873, "grad_norm": 20.172571182250977, "learning_rate": 1.4129554655870446e-05, "loss": 0.2579817008972168, "step": 350 }, { "epoch": 0.30339805825242716, "grad_norm": 0.42674902081489563, "learning_rate": 1.5141700404858302e-05, "loss": 0.3013817977905273, "step": 375 }, { "epoch": 0.32362459546925565, "grad_norm": 0.6443495750427246, "learning_rate": 1.6153846153846154e-05, "loss": 0.22500619888305665, "step": 400 }, { "epoch": 0.32362459546925565, "eval_accuracy": 0.9560384032339565, "eval_f1": 0.9716889033517735, "eval_loss": 0.16199301183223724, "eval_precision": 0.9539936102236422, "eval_recall": 0.9900530503978779, "eval_runtime": 34.745, "eval_samples_per_second": 56.958, "eval_steps_per_second": 3.569, "step": 400 } ], "logging_steps": 25, "max_steps": 4944, "num_input_tokens_seen": 0, "num_train_epochs": 4, "save_steps": 400, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 2, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1683910754304000.0, "train_batch_size": 16, "trial_name": null, "trial_params": null }