{ "prediction_checks": { "single_point_equality": [ { "single_shift": 0.002, "landscape_norm": 0.0012619429464123977, "bound": 0.0012625371281669304, "ratio": 0.9995293748268652 }, { "single_shift": 0.01, "landscape_norm": 0.006245198155383069, "bound": 0.006245798587850879, "ratio": 0.9999038661815034 }, { "single_shift": 0.03, "landscape_norm": 0.01824849308847173, "bound": 0.01824910956731862, "ratio": 0.9999662186889385 }, { "single_shift": 0.08, "landscape_norm": 0.045255054966268665, "bound": 0.04525571787078399, "ratio": 0.9999853520274009 } ], "multi_point_max_ratio": 0.9996997651918182, "multi_point_mean_ratio": 0.9026762465402399, "predicted_bound": 1.0, "grid_convergence": { "reference_dt": 0.0001, "sweep": [ { "dt": 0.02, "grid_norm": 0.03075711299845938, "abs_error": 0.0003460212719203215, "error_over_dt": 0.017301063596016075 }, { "dt": 0.01, "grid_norm": 0.030545048698602507, "abs_error": 0.00013395697206344814, "error_over_dt": 0.013395697206344814 }, { "dt": 0.005, "grid_norm": 0.030458988821036034, "abs_error": 4.789709449697435e-05, "error_over_dt": 0.00957941889939487 }, { "dt": 0.0025, "grid_norm": 0.03042305868909302, "abs_error": 1.196696255396229e-05, "error_over_dt": 0.004786785021584916 }, { "dt": 0.00125, "grid_norm": 0.03041406952382398, "abs_error": 2.9777972849198697e-06, "error_over_dt": 0.0023822378279358958 } ], "prediction": "error decreases as dt decreases" }, "autograd_finite_nonzero": true }, "clean_accuracy": { "padded_birth_death": 1.0, "landscape": 1.0 }, "noise_accuracy": [ { "sigma": 0.01, "padded_birth_death": 1.0, "landscape": 1.0 }, { "sigma": 0.03, "padded_birth_death": 1.0, "landscape": 1.0 }, { "sigma": 0.07, "padded_birth_death": 1.0, "landscape": 1.0 } ] }