{ "best_metric": 0.7647058823529411, "best_model_checkpoint": "resnet-50-drfx-CT-classifier/checkpoint-8", "epoch": 10.0, "global_step": 40, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "eval_accuracy": 0.6470588235294118, "eval_loss": 0.6770352125167847, "eval_runtime": 0.1754, "eval_samples_per_second": 96.945, "eval_steps_per_second": 28.513, "step": 4 }, { "epoch": 2.0, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.6812685132026672, "eval_runtime": 0.2935, "eval_samples_per_second": 57.928, "eval_steps_per_second": 17.038, "step": 8 }, { "epoch": 2.5, "learning_rate": 0.0, "loss": 0.6847, "step": 10 }, { "epoch": 3.0, "eval_accuracy": 0.7058823529411765, "eval_loss": 0.6776650547981262, "eval_runtime": 0.1488, "eval_samples_per_second": 114.24, "eval_steps_per_second": 33.6, "step": 12 }, { "epoch": 4.0, "eval_accuracy": 0.7058823529411765, "eval_loss": 0.6818965673446655, "eval_runtime": 0.1408, "eval_samples_per_second": 120.753, "eval_steps_per_second": 35.516, "step": 16 }, { "epoch": 5.0, "learning_rate": 0.0, "loss": 0.6886, "step": 20 }, { "epoch": 5.0, "eval_accuracy": 0.6470588235294118, "eval_loss": 0.6841826438903809, "eval_runtime": 0.1366, "eval_samples_per_second": 124.436, "eval_steps_per_second": 36.599, "step": 20 }, { "epoch": 6.0, "eval_accuracy": 0.7058823529411765, "eval_loss": 0.6805968284606934, "eval_runtime": 0.1316, "eval_samples_per_second": 129.169, "eval_steps_per_second": 37.991, "step": 24 }, { "epoch": 7.0, "eval_accuracy": 0.7058823529411765, "eval_loss": 0.6765115261077881, "eval_runtime": 0.1404, "eval_samples_per_second": 121.085, "eval_steps_per_second": 35.613, "step": 28 }, { "epoch": 7.5, "learning_rate": 0.0, "loss": 0.6865, "step": 30 }, { "epoch": 8.0, "eval_accuracy": 0.7647058823529411, "eval_loss": 0.6807464361190796, "eval_runtime": 0.1681, "eval_samples_per_second": 101.146, "eval_steps_per_second": 29.749, "step": 32 }, { "epoch": 9.0, "eval_accuracy": 0.6470588235294118, "eval_loss": 0.6821699738502502, "eval_runtime": 0.1401, "eval_samples_per_second": 121.339, "eval_steps_per_second": 35.688, "step": 36 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 0.6848, "step": 40 }, { "epoch": 10.0, "eval_accuracy": 0.5882352941176471, "eval_loss": 0.6832408905029297, "eval_runtime": 0.1763, "eval_samples_per_second": 96.411, "eval_steps_per_second": 28.356, "step": 40 }, { "epoch": 10.0, "step": 40, "total_flos": 1.35906581938176e+16, "train_loss": 0.6861676573753357, "train_runtime": 44.1208, "train_samples_per_second": 14.506, "train_steps_per_second": 0.907 } ], "max_steps": 40, "num_train_epochs": 10, "total_flos": 1.35906581938176e+16, "trial_name": null, "trial_params": null }