{ "seed": 1150, "n": 120, "math": { "lambda_max": 25.6143274630927, "predicted_eta_c": 0.07808130050971551, "observed_eta_crossing": 0.0782765037609898, "boundary_relative_error": 0.0024999999999999398, "decay_eta": 0.050752845331315084, "decay_steps": 17, "decay_predicted": 1.2914016300000032e-09, "decay_measured": 1.2914016259153953e-09, "similarity_eigenvalue_max_error": 1.2434497875801753e-13, "localization": [ { "kind": "degree_power", "alpha": -1.0, "std_log_r": 0.5086244461269539, "ipr_top": 0.28002865869978555 }, { "kind": "degree_power", "alpha": -0.5, "std_log_r": 0.38146833459521556, "ipr_top": 0.21685572173162584 }, { "kind": "degree_power", "alpha": 0, "std_log_r": 0.25431222306347695, "ipr_top": 0.1424524068745959 }, { "kind": "degree_power", "alpha": 0.5, "std_log_r": 0.12715611153173856, "ipr_top": 0.04148064271361911 }, { "kind": "degree_power", "alpha": 1.0, "std_log_r": 0.0, "ipr_top": 0.020782042648954845 }, { "kind": "degree_power", "alpha": 1.5, "std_log_r": 0.1271561115317385, "ipr_top": 0.425238874922831 }, { "kind": "degree_power", "alpha": 2.0, "std_log_r": 0.25431222306347706, "ipr_top": 0.7547247110175082 }, { "kind": "lognormal_replicated", "s": 0, "std_log_r_mean": 0.25431222306347695, "ipr_top_mean": 0.1424524068745959, "ipr_top_std": 0.0 }, { "kind": "lognormal_replicated", "s": 0.25, "std_log_r_mean": 0.3442944332035197, "ipr_top_mean": 0.600442238405303, "ipr_top_std": 0.17788988401137168 }, { "kind": "lognormal_replicated", "s": 0.5, "std_log_r_mean": 0.5404602837069321, "ipr_top_mean": 0.8730403946565316, "ipr_top_std": 0.05521316949805826 }, { "kind": "lognormal_replicated", "s": 0.75, "std_log_r_mean": 0.7650188831127105, "ipr_top_mean": 0.9428303396889983, "ipr_top_std": 0.02610999874051666 }, { "kind": "lognormal_replicated", "s": 1.0, "std_log_r_mean": 0.9989969339044455, "ipr_top_mean": 0.9656646250840291, "ipr_top_std": 0.01866682935886651 }, { "kind": "lognormal_replicated", "s": 1.25, "std_log_r_mean": 1.237061551317804, "ipr_top_mean": 0.9786335763784614, "ipr_top_std": 0.013547838313576968 } ], "localization_correlation": 0.799976067044065 }, "experiment": { "device": "cuda", "gcn": { "loss_steps_50_100_250": [ 0.04238291457295418, 0.023242972791194916, 0.019006602466106415 ], "test_accuracy": 1.0 }, "mass_diffusion": { "loss_steps_50_100_250": [ 0.04402508959174156, 0.024529872462153435, 0.02002931758761406 ], "test_accuracy": 1.0 } } }