{ "jacobian_check": { "gauge_null_norm": 0.0, "rho": 1.6080380709507172, "nonzero_min": 1.6080380709507172, "rho_matches": 0.0 }, "results": [ { "noise": 0.15, "rho_mean": 0.6228732386423215, "eta_mean": 0.09293526024325467, "gate_refined_mean": 0.0, "gated_rmse_mean": 0.11493340236476372, "spec_init_rmse_mean": 0.11493340236476372, "rand_init_rmse_mean": 1.559629705329796, "spec_edge_rmse_mean": 0.12069678675936649, "rand_edge_rmse_mean": 1.786526578503948, "spec_final_rmse_mean": 0.10415558516345089, "rand_final_rmse_mean": 0.4128315742701737, "spec_final_edge_rmse_mean": 0.11308062881739342, "rand_final_edge_rmse_mean": 0.30846906208714653, "mad_mean": 0.05716529190370825, "spec_better_init_rate": 1.0, "spec_better_final_rate": 0.95 }, { "noise": 0.35, "rho_mean": 0.6228732386423215, "eta_mean": 0.20878087917785376, "gate_refined_mean": 0.05, "gated_rmse_mean": 0.26895848228553987, "spec_init_rmse_mean": 0.27143479331146336, "rand_init_rmse_mean": 1.559629705329796, "spec_edge_rmse_mean": 0.2831966917434941, "rand_edge_rmse_mean": 1.786526578503948, "spec_final_rmse_mean": 0.2430986599083543, "rand_final_rmse_mean": 0.4873601295540576, "spec_final_edge_rmse_mean": 0.2637921192047585, "rand_final_edge_rmse_mean": 0.41985974844416524, "mad_mean": 0.12826210469720536, "spec_better_init_rate": 1.0, "spec_better_final_rate": 0.9 }, { "noise": 0.7, "rho_mean": 0.6228732386423215, "eta_mean": 0.3868612427081017, "gate_refined_mean": 0.575, "gated_rmse_mean": 0.5927313043123258, "spec_init_rmse_mean": 0.6072723580702666, "rand_init_rmse_mean": 1.559629705329796, "spec_edge_rmse_mean": 0.6363239103158496, "rand_edge_rmse_mean": 1.786526578503948, "spec_final_rmse_mean": 0.5676865280618906, "rand_final_rmse_mean": 0.8190267479833633, "spec_final_edge_rmse_mean": 0.57147239410888, "rand_final_edge_rmse_mean": 0.7311311550096466, "mad_mean": 0.2403352784146744, "spec_better_init_rate": 1.0, "spec_better_final_rate": 0.75 }, { "noise": 1.1, "rho_mean": 0.6228732386423215, "eta_mean": 1.0582689684848294, "gate_refined_mean": 0.85, "gated_rmse_mean": 1.076291996741168, "spec_init_rmse_mean": 1.1555197576733185, "rand_init_rmse_mean": 1.559629705329796, "spec_edge_rmse_mean": 1.277635176235511, "rand_edge_rmse_mean": 1.786526578503948, "spec_final_rmse_mean": 1.0752896878326434, "rand_final_rmse_mean": 1.2405095991916393, "spec_final_edge_rmse_mean": 1.030302544766855, "rand_final_edge_rmse_mean": 1.15472214960358, "mad_mean": 0.6572972609301225, "spec_better_init_rate": 0.875, "spec_better_final_rate": 0.7 } ], "runtime_sec": 7.029235363006592 }