{ "best_metric": 0.6666666666666666, "best_model_checkpoint": "tiny-bert-sst2-distilled/run-6/checkpoint-160", "epoch": 5.0, "eval_steps": 500, "global_step": 800, "is_hyper_param_search": true, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "grad_norm": 0.8079733848571777, "learning_rate": 5.379067903396322e-05, "loss": 0.0738, "step": 160 }, { "epoch": 1.0, "eval_accuracy": 0.6666666666666666, "eval_f1": 0.0, "eval_loss": 0.05636660009622574, "eval_mcc": 0.0, "eval_precision": 0.0, "eval_recall": 0.0, "eval_runtime": 1.8691, "eval_samples_per_second": 682.132, "eval_steps_per_second": 21.4, "step": 160 }, { "epoch": 2.0, "grad_norm": 0.5784248113632202, "learning_rate": 4.3032543227170566e-05, "loss": 0.0565, "step": 320 }, { "epoch": 2.0, "eval_accuracy": 0.6666666666666666, "eval_f1": 0.040632054176072234, "eval_loss": 0.05314622446894646, "eval_mcc": 0.04230810954948887, "eval_precision": 0.5, "eval_recall": 0.021176470588235293, "eval_runtime": 1.867, "eval_samples_per_second": 682.92, "eval_steps_per_second": 21.425, "step": 320 }, { "epoch": 3.0, "grad_norm": 0.1806308478116989, "learning_rate": 3.227440742037793e-05, "loss": 0.0547, "step": 480 }, { "epoch": 3.0, "eval_accuracy": 0.6666666666666666, "eval_f1": 0.0700218818380744, "eval_loss": 0.051966577768325806, "eval_mcc": 0.05672760277973996, "eval_precision": 0.5, "eval_recall": 0.03764705882352941, "eval_runtime": 1.877, "eval_samples_per_second": 679.267, "eval_steps_per_second": 21.31, "step": 480 }, { "epoch": 4.0, "grad_norm": 0.3304363191127777, "learning_rate": 2.1516271613585283e-05, "loss": 0.0539, "step": 640 }, { "epoch": 4.0, "eval_accuracy": 0.6643137254901961, "eval_f1": 0.06140350877192983, "eval_loss": 0.05162987858057022, "eval_mcc": 0.03960834081045404, "eval_precision": 0.45161290322580644, "eval_recall": 0.03294117647058824, "eval_runtime": 1.8749, "eval_samples_per_second": 680.029, "eval_steps_per_second": 21.334, "step": 640 }, { "epoch": 5.0, "grad_norm": 0.38088977336883545, "learning_rate": 1.0758135806792642e-05, "loss": 0.0536, "step": 800 }, { "epoch": 5.0, "eval_accuracy": 0.6658823529411765, "eval_f1": 0.0616740088105727, "eval_loss": 0.05147842690348625, "eval_mcc": 0.04835822308072435, "eval_precision": 0.4827586206896552, "eval_recall": 0.03294117647058824, "eval_runtime": 1.8714, "eval_samples_per_second": 681.301, "eval_steps_per_second": 21.374, "step": 800 } ], "logging_steps": 500, "max_steps": 960, "num_input_tokens_seen": 0, "num_train_epochs": 6, "save_steps": 500, "total_flos": 1458777189600.0, "train_batch_size": 32, "trial_name": null, "trial_params": { "alpha": 0.062310076275025716, "learning_rate": 6.454881484075586e-05, "num_train_epochs": 6, "temperature": 27 } }