{ "architecture": "GRUseq2seq", "model_name": "ECGPeakDetector", "train_dataset": "private_gib01", "biosignal": "ECG", "sampling_frequency": 360, "task": "peak detection", "gpu_model": "NVIDIA GeForce GTX 1080 Ti", "epochs": 80, "optimizer": "Adam (\nParameter Group 0\n amsgrad: False\n betas: (0.9, 0.999)\n capturable: False\n differentiable: False\n eps: 1e-08\n foreach: None\n fused: None\n initial_lr: 0.001\n lr: 0.001\n maximize: False\n weight_decay: 1e-05\n)", "learning_rate": 0.001, "validation_loss": 0.14879398047924042, "training_time": 11375.492486476898, "retraining": false, "efficiency_flops": 0, "efficiency_params": 0 }