{ "seed": 2716, "depths": [ 32, 64, 128, 256, 512, 1024, 2048, 4096, 8192, 16384, 32768 ], "formula_sweeps": [ { "gamma": 0.3, "s1_slope_observed": 0.7055120547793522, "s1_slope_predicted": 0.7, "s2_slope_observed": 0.4259993229498566, "s2_slope_predicted": 0.4, "s1_at_final": 2067.9099490388685, "s2_at_final": 158.0483151112958, "s1_tail_slope_observed": 0.7008663230515949, "s2_tail_slope_observed": 0.40906193432470234, "s2_normalized_final": 2.4695049236139965, "gaussian_q2_empirical_L128": 21493.061717758712, "gaussian_q2_exact_L128": 21558.605545692786, "gaussian_excess_per_2L": 19.213302912862446 }, { "gamma": 0.5, "s1_slope_observed": 0.5160477810910512, "s1_slope_predicted": 0.5, "s2_slope_observed": 0.14037684743002116, "s2_slope_predicted": 0.0, "s1_at_final": 360.58107958754226, "s2_at_final": 10.974438632012166, "s1_tail_slope_observed": 0.504317063981964, "s2_tail_slope_observed": 0.10491115550690087, "s2_normalized_final": null, "gaussian_q2_empirical_L128": 18297.134124307093, "gaussian_q2_exact_L128": 18419.503899776013, "gaussian_excess_per_2L": 6.951187108500051 }, { "gamma": 0.75, "s1_slope_observed": 0.30145542420151533, "s1_slope_predicted": 0.25, "s2_slope_observed": 0.017733224648378922, "s2_slope_predicted": 0.0, "s1_at_final": 50.37629048548575, "s2_at_final": 2.6013268895225026, "s1_tail_slope_observed": 0.27539738774215705, "s2_tail_slope_observed": 0.004570156281511213, "s2_normalized_final": null, "gaussian_q2_empirical_L128": 17273.024169617125, "gaussian_q2_exact_L128": 17300.10180338721, "gaussian_excess_per_2L": 2.5785226694812877 }, { "gamma": 1.0, "s1_slope_observed": 0.1403768474300212, "s1_slope_predicted": 0.0, "s2_slope_observed": 0.001985491711703831, "s2_slope_predicted": 0.0, "s1_at_final": 10.974438632012166, "s2_at_final": 1.6449035497357587, "s1_tail_slope_observed": 0.10491115550690087, "s2_tail_slope_observed": 9.634683849950251e-05, "s2_normalized_final": null, "gaussian_q2_empirical_L128": 16891.13941232137, "gaussian_q2_exact_L128": 16951.037846186147, "gaussian_excess_per_2L": 1.2149915866646381 }, { "gamma": 1.25, "s1_slope_observed": 0.052641441487315116, "s1_slope_predicted": 0.0, "s2_slope_observed": 0.00024345211321796616, "s2_slope_predicted": 0.0, "s1_at_final": 4.297811181201336, "s2_at_final": 1.341487144861894, "s1_tail_slope_observed": 0.02574985464263504, "s2_tail_slope_observed": 1.761675772098138e-06, "s2_normalized_final": null, "gaussian_q2_empirical_L128": 16934.23825275766, "gaussian_q2_exact_L128": 16810.227495399868, "gaussian_excess_per_2L": 0.6649511539057329 } ], "critical_log_checks": [ { "gamma": 0.5, "quantity": "S2", "log_fit_slope": 0.14037684743002116, "endpoints": [ 4.05849519543652, 10.974438632012166 ], "log_ratio_start": 1.1710341783855904, "log_ratio_end": 1.055517879396281 }, { "gamma": 1.0, "quantity": "S1", "log_fit_slope": 0.1403768474300212, "endpoints": [ 4.05849519543652, 10.974438632012166 ], "log_ratio_start": 1.1710341783855904, "log_ratio_end": 1.055517879396281 } ], "network_jacobian_sanity": [ { "depth": 16, "iid": { "median_sv": 0.9992318380178953, "max_sv": 1.3548490695423971, "normalized_gradient_fourth": 1.0062354085612784 }, "powerlaw_gamma_0.3": { "median_sv": 1.0124693364158148, "max_sv": 2.5138964582934546, "normalized_gradient_fourth": 1.0827352203586673 } }, { "depth": 32, "iid": { "median_sv": 0.9982063276567298, "max_sv": 1.3644839170724725, "normalized_gradient_fourth": 1.0070338422749523 }, "powerlaw_gamma_0.3": { "median_sv": 0.9877556861745743, "max_sv": 2.888992305970983, "normalized_gradient_fourth": 1.1146772071572455 } }, { "depth": 64, "iid": { "median_sv": 0.9949002849902472, "max_sv": 1.3586440681930814, "normalized_gradient_fourth": 1.007257281950197 }, "powerlaw_gamma_0.3": { "median_sv": 0.9839729015509657, "max_sv": 3.967246737588677, "normalized_gradient_fourth": 1.1691086453482293 } }, { "depth": 128, "iid": { "median_sv": 0.9938653952485531, "max_sv": 1.3566726344044833, "normalized_gradient_fourth": 1.007058792334494 }, "powerlaw_gamma_0.3": { "median_sv": 1.0114593042006408, "max_sv": 5.327694756783201, "normalized_gradient_fourth": 1.2286738627508607 } } ], "notes": "S1=sum_{t=1}^L t^(-gamma), S2=sum c_t^2. Slopes use finite-depth log-log regression. Gaussian check uses exact Wick formula." }