{ "best_metric": 0.8450704225352113, "best_model_checkpoint": "/cm/archive/namlh35/code-comment-classification/results/selection_wo_valid/Verification/codebert-postpretrained-HSUM-4layers-datav2-class-comment/java_deprecation/checkpoint-250", "epoch": 3.0303030303030303, "eval_steps": 50, "global_step": 400, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.38, "eval_f1": 0.0, "eval_loss": 0.056170761585235596, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 15.1951, "eval_samples_per_second": 139.058, "eval_steps_per_second": 8.753, "step": 50 }, { "epoch": 0.76, "eval_f1": 0.8059701492537312, "eval_loss": 0.029947876930236816, "eval_precision": 0.9, "eval_recall": 0.7297297297297297, "eval_runtime": 8.6149, "eval_samples_per_second": 245.272, "eval_steps_per_second": 15.438, "step": 100 }, { "epoch": 1.14, "eval_f1": 0.8169014084507041, "eval_loss": 0.03486325964331627, "eval_precision": 0.8529411764705882, "eval_recall": 0.7837837837837838, "eval_runtime": 8.6487, "eval_samples_per_second": 244.315, "eval_steps_per_second": 15.378, "step": 150 }, { "epoch": 1.52, "eval_f1": 0.8169014084507041, "eval_loss": 0.030027925968170166, "eval_precision": 0.8529411764705882, "eval_recall": 0.7837837837837838, "eval_runtime": 8.7028, "eval_samples_per_second": 242.796, "eval_steps_per_second": 15.282, "step": 200 }, { "epoch": 1.89, "eval_f1": 0.8450704225352113, "eval_loss": 0.025771863758563995, "eval_precision": 0.8823529411764706, "eval_recall": 0.8108108108108109, "eval_runtime": 8.4673, "eval_samples_per_second": 249.547, "eval_steps_per_second": 15.707, "step": 250 }, { "epoch": 2.27, "eval_f1": 0.823529411764706, "eval_loss": 0.03130728378891945, "eval_precision": 0.9032258064516129, "eval_recall": 0.7567567567567568, "eval_runtime": 9.0162, "eval_samples_per_second": 234.356, "eval_steps_per_second": 14.751, "step": 300 }, { "epoch": 2.65, "eval_f1": 0.8219178082191781, "eval_loss": 0.028314711526036263, "eval_precision": 0.8333333333333334, "eval_recall": 0.8108108108108109, "eval_runtime": 9.6845, "eval_samples_per_second": 218.183, "eval_steps_per_second": 13.733, "step": 350 }, { "epoch": 3.03, "eval_f1": 0.8219178082191781, "eval_loss": 0.030898844823241234, "eval_precision": 0.8333333333333334, "eval_recall": 0.8108108108108109, "eval_runtime": 8.964, "eval_samples_per_second": 235.72, "eval_steps_per_second": 14.837, "step": 400 } ], "logging_steps": 500, "max_steps": 1320, "num_train_epochs": 10, "save_steps": 50, "total_flos": 1119873879427584.0, "trial_name": null, "trial_params": null }