{ "best_params": { "epochs": 2, "batch_size": 32, "warmup_steps": 0, "weight_decay": 0.01 }, "all_results": [ { "params": { "epochs": 2, "batch_size": 32, "warmup_steps": 0, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.31092265248298645, "eval_accuracy": 0.89128, "eval_f1": 0.8922112944162437, "eval_precision": 0.884633532557408, "eval_recall": 0.89992, "eval_runtime": 32.9216, "eval_samples_per_second": 759.379, "eval_steps_per_second": 23.753, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.3301, "eval_samples_per_second": 728.223, "eval_steps_per_second": 45.529, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.4751, "eval_samples_per_second": 725.161, "eval_steps_per_second": 45.337, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.5714, "eval_samples_per_second": 723.14, "eval_steps_per_second": 45.211, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.3958, "eval_samples_per_second": 726.832, "eval_steps_per_second": 45.442, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.3952, "eval_samples_per_second": 726.845, "eval_steps_per_second": 45.442, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.5864, "eval_samples_per_second": 722.827, "eval_steps_per_second": 45.191, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.4644, "eval_samples_per_second": 725.386, "eval_steps_per_second": 45.351, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.5881, "eval_samples_per_second": 722.792, "eval_steps_per_second": 45.189, "epoch": 2.0 } }, { "params": { "epochs": 2, "batch_size": 16, "warmup_steps": 100, "weight_decay": 0.01 }, "eval_result": { "eval_loss": 0.3510156273841858, "eval_accuracy": 0.8912, "eval_f1": 0.8914431673052363, "eval_precision": 0.8894552405224594, "eval_recall": 0.89344, "eval_runtime": 34.3332, "eval_samples_per_second": 728.157, "eval_steps_per_second": 45.524, "epoch": 2.0 } } ] }