Add clean sparsity results: 168 JSONs from independent processes on GPU 1

CIFAR: 24 JSONs (4 methods × 6 seeds), BP s(1e-6)=98% confirmed
Synthetic: 144 JSONs (4 methods × 6 seeds × 3 alphas × 2 depths)
All data reliable — each method+seed in separate Python process.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

1 files changed, 640 insertions, 0 deletions

diff --git a/results/confirmatory/clean_sparsity/cifar_credit_bridge_s456.json b/results/confirmatory/clean_sparsity/cifar_credit_bridge_s456.json
new file mode 100644
index 0000000..4b1e0c7
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/cifar_credit_bridge_s456.json
@@ -0,0 +1,640 @@
+{
+  "dataset": "cifar",
+  "method": "credit_bridge",
+  "seed": 456,
+  "alpha": null,
+  "depth": 4,
+  "batch": 256,
+  "loss": 1.963088035583496,
+  "acc": 0.29296875,
+  "per_layer": [
+    {
+      "layer": 0,
+      "mean_norm": 4.5741063559034956e-07,
+      "median_norm": 3.327426441046555e-07,
+      "max_norm": 3.6298563372838544e-06,
+      "min_norm": 7.101110099938523e-08,
+      "support": {
+        "1e-08": 1.0,
+        "1e-07": 0.96875,
+        "1e-06": 0.0625,
+        "1e-05": 0.0,
+        "0.0001": 0.0
+      },
+      "log_norms_percentiles": {
+        "1": -7.059885501861572,
+        "5": -6.954421520233154,
+        "10": -6.863651752471924,
+        "25": -6.6720662117004395,
+        "50": -6.474851131439209,
+        "75": -6.228747844696045,
+        "90": -6.0601701736450195,
+        "95": -5.942624568939209,
+        "99": -5.710348606109619
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        3,
+        2,
+        3,
+        5,
+        5,
+        3,
+        5,
+        7,
+        5,
+        14,
+        4,
+        7,
+        14,
+        7,
+        11,
+        7,
+        16,
+        12,
+        14,
+        5,
+        9,
+        6,
+        15,
+        5,
+        7,
+        5,
+        17,
+        6,
+        2,
+        7,
+        4,
+        7,
+        1,
+        3,
+        1,
+        1,
+        2,
+        2,
+        1,
+        1,
+        1,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1
+      ],
+      "log_norms_bin_edges": [
+        -7.148674011230469,
+        -7.114502906799316,
+        -7.080331325531006,
+        -7.0461602210998535,
+        -7.011989116668701,
+        -6.977817535400391,
+        -6.943646430969238,
+        -6.909475326538086,
+        -6.875303745269775,
+        -6.841132640838623,
+        -6.806961536407471,
+        -6.77278995513916,
+        -6.738618850708008,
+        -6.7044477462768555,
+        -6.670276165008545,
+        -6.636105060577393,
+        -6.601933479309082,
+        -6.56776237487793,
+        -6.533591270446777,
+        -6.499420166015625,
+        -6.4652485847473145,
+        -6.431077480316162,
+        -6.396905899047852,
+        -6.362734794616699,
+        -6.328563690185547,
+        -6.294392108917236,
+        -6.260221004486084,
+        -6.226049900054932,
+        -6.191878318786621,
+        -6.157707214355469,
+        -6.123536109924316,
+        -6.089364528656006,
+        -6.0551934242248535,
+        -6.021022319793701,
+        -5.986850738525391,
+        -5.952679634094238,
+        -5.918508529663086,
+        -5.884336948394775,
+        -5.850165843963623,
+        -5.8159942626953125,
+        -5.78182315826416,
+        -5.747652053833008,
+        -5.7134809494018555,
+        -5.679309368133545,
+        -5.645138263702393,
+        -5.610966682434082,
+        -5.57679557800293,
+        -5.542624473571777,
+        -5.508453369140625,
+        -5.4742817878723145,
+        -5.440110683441162
+      ],
+      "r_inf_mean": 0.20155002176761627,
+      "r_inf_median": 0.20132407546043396,
+      "pr_mean": 0.2975720167160034,
+      "pr_median": 0.2690039873123169,
+      "hoyer_mean": 0.5975706577301025,
+      "eff_dim_mean": 0.5975706577301025,
+      "topk_energy": {
+        "1": 0.07496088743209839,
+        "5": 0.2996216118335724,
+        "10": 0.47725650668144226,
+        "25": 0.761481761932373
+      },
+      "gamma_raw": 0.3074076771736145,
+      "gamma_active": {
+        "1e-08": 0.3074076771736145,
+        "1e-07": 0.30832189321517944,
+        "1e-06": 0.27396687865257263,
+        "1e-05": null,
+        "0.0001": null
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.3022566622878688,
+        "1e-07": 0.3022566622878688,
+        "1e-06": 0.3022566622878688,
+        "1e-05": 0.3022566622878688,
+        "0.0001": 0.3022566622878688
+      }
+    },
+    {
+      "layer": 1,
+      "mean_norm": 1.3340226701075153e-09,
+      "median_norm": 1.2605088084427507e-09,
+      "max_norm": 2.5974882245094477e-09,
+      "min_norm": 7.902644094670563e-10,
+      "support": {
+        "1e-08": 0.0,
+        "1e-07": 0.0,
+        "1e-06": 0.0,
+        "1e-05": 0.0,
+        "0.0001": 0.0
+      },
+      "log_norms_percentiles": {
+        "1": -9.091238975524902,
+        "5": -9.045639991760254,
+        "10": -9.00871467590332,
+        "25": -8.95318603515625,
+        "50": -8.89940071105957,
+        "75": -8.818460464477539,
+        "90": -8.756624221801758,
+        "95": -8.711658477783203,
+        "99": -8.646188735961914
+      },
+      "log_norms_histogram": [
+        3,
+        4,
+        2,
+        1,
+        2,
+        2,
+        4,
+        3,
+        5,
+        5,
+        2,
+        15,
+        9,
+        5,
+        6,
+        15,
+        14,
+        13,
+        8,
+        14,
+        10,
+        5,
+        8,
+        6,
+        15,
+        6,
+        5,
+        8,
+        5,
+        6,
+        3,
+        3,
+        11,
+        11,
+        5,
+        2,
+        1,
+        3,
+        3,
+        1,
+        1,
+        0,
+        1,
+        2,
+        0,
+        2,
+        0,
+        0,
+        0,
+        1
+      ],
+      "log_norms_bin_edges": [
+        -9.102228164672852,
+        -9.09189224243164,
+        -9.081557273864746,
+        -9.071221351623535,
+        -9.060885429382324,
+        -9.05055046081543,
+        -9.040214538574219,
+        -9.029878616333008,
+        -9.019542694091797,
+        -9.009207725524902,
+        -8.998871803283691,
+        -8.98853588104248,
+        -8.978200912475586,
+        -8.967864990234375,
+        -8.957529067993164,
+        -8.947193145751953,
+        -8.936858177185059,
+        -8.926522254943848,
+        -8.916186332702637,
+        -8.905851364135742,
+        -8.895515441894531,
+        -8.88517951965332,
+        -8.874844551086426,
+        -8.864508628845215,
+        -8.854172706604004,
+        -8.84383773803711,
+        -8.833501815795898,
+        -8.823165893554688,
+        -8.812829971313477,
+        -8.802495002746582,
+        -8.792159080505371,
+        -8.78182315826416,
+        -8.771488189697266,
+        -8.761152267456055,
+        -8.750816345214844,
+        -8.740480422973633,
+        -8.730145454406738,
+        -8.719809532165527,
+        -8.709473609924316,
+        -8.699138641357422,
+        -8.688802719116211,
+        -8.678466796875,
+        -8.668131828308105,
+        -8.657795906066895,
+        -8.647459983825684,
+        -8.637125015258789,
+        -8.626789093017578,
+        -8.616453170776367,
+        -8.606117248535156,
+        -8.595782279968262,
+        -8.58544635772705
+      ],
+      "r_inf_mean": 0.43690967559814453,
+      "r_inf_median": 0.40372151136398315,
+      "pr_mean": 0.08153857290744781,
+      "pr_median": 0.08043775707483292,
+      "hoyer_mean": 0.3743487298488617,
+      "eff_dim_mean": 0.3743487298488617,
+      "topk_energy": {
+        "1": 0.2816582918167114,
+        "5": 0.5841063857078552,
+        "10": 0.7391132712364197,
+        "25": 0.9045075178146362
+      },
+      "gamma_raw": -0.0045008352026343346,
+      "gamma_active": {
+        "1e-08": null,
+        "1e-07": null,
+        "1e-06": null,
+        "1e-05": null,
+        "0.0001": null
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.0043146579622964625,
+        "1e-07": -0.0043146579622964625,
+        "1e-06": -0.0043146579622964625,
+        "1e-05": -0.0043146579622964625,
+        "0.0001": -0.0043146579622964625
+      }
+    },
+    {
+      "layer": 2,
+      "mean_norm": 1.2973020435680382e-09,
+      "median_norm": 1.2307086461049721e-09,
+      "max_norm": 2.3269108861967425e-09,
+      "min_norm": 7.77140851671021e-10,
+      "support": {
+        "1e-08": 0.0,
+        "1e-07": 0.0,
+        "1e-06": 0.0,
+        "1e-05": 0.0,
+        "0.0001": 0.0
+      },
+      "log_norms_percentiles": {
+        "1": -9.08397388458252,
+        "5": -9.041193008422852,
+        "10": -9.012361526489258,
+        "25": -8.961204528808594,
+        "50": -8.909720420837402,
+        "75": -8.839249610900879,
+        "90": -8.766401290893555,
+        "95": -8.746295928955078,
+        "99": -8.659806251525879
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        3,
+        1,
+        4,
+        0,
+        3,
+        3,
+        1,
+        7,
+        7,
+        3,
+        6,
+        12,
+        8,
+        6,
+        9,
+        11,
+        16,
+        18,
+        9,
+        8,
+        10,
+        5,
+        8,
+        11,
+        8,
+        9,
+        7,
+        4,
+        7,
+        5,
+        5,
+        3,
+        2,
+        9,
+        8,
+        3,
+        5,
+        1,
+        1,
+        3,
+        0,
+        0,
+        1,
+        0,
+        1,
+        1,
+        0,
+        2
+      ],
+      "log_norms_bin_edges": [
+        -9.10949993133545,
+        -9.099974632263184,
+        -9.090448379516602,
+        -9.080923080444336,
+        -9.07139778137207,
+        -9.061872482299805,
+        -9.052346229553223,
+        -9.042820930480957,
+        -9.033295631408691,
+        -9.02376937866211,
+        -9.014244079589844,
+        -9.004718780517578,
+        -8.995192527770996,
+        -8.98566722869873,
+        -8.976141929626465,
+        -8.966615676879883,
+        -8.957090377807617,
+        -8.947565078735352,
+        -8.938039779663086,
+        -8.928513526916504,
+        -8.918988227844238,
+        -8.909462928771973,
+        -8.89993667602539,
+        -8.890411376953125,
+        -8.88088607788086,
+        -8.871360778808594,
+        -8.861834526062012,
+        -8.852309226989746,
+        -8.84278392791748,
+        -8.833257675170898,
+        -8.823732376098633,
+        -8.814207077026367,
+        -8.804680824279785,
+        -8.79515552520752,
+        -8.785630226135254,
+        -8.776103973388672,
+        -8.766578674316406,
+        -8.75705337524414,
+        -8.747528076171875,
+        -8.738001823425293,
+        -8.728476524353027,
+        -8.718951225280762,
+        -8.70942497253418,
+        -8.699899673461914,
+        -8.690374374389648,
+        -8.680849075317383,
+        -8.6713228225708,
+        -8.661797523498535,
+        -8.65227222442627,
+        -8.642745971679688,
+        -8.633220672607422
+      ],
+      "r_inf_mean": 0.4461854100227356,
+      "r_inf_median": 0.4048742949962616,
+      "pr_mean": 0.072556272149086,
+      "pr_median": 0.07630622386932373,
+      "hoyer_mean": 0.3301254212856293,
+      "eff_dim_mean": 0.33012545108795166,
+      "topk_energy": {
+        "1": 0.29547983407974243,
+        "5": 0.6130638122558594,
+        "10": 0.7741260528564453,
+        "25": 0.9311286211013794
+      },
+      "gamma_raw": -0.006650298833847046,
+      "gamma_active": {
+        "1e-08": null,
+        "1e-07": null,
+        "1e-06": null,
+        "1e-05": null,
+        "0.0001": null
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.007827652336764286,
+        "1e-07": -0.007827652336764286,
+        "1e-06": -0.007827652336764286,
+        "1e-05": -0.007827652336764286,
+        "0.0001": -0.007827652336764286
+      }
+    },
+    {
+      "layer": 3,
+      "mean_norm": 1.2953467187770684e-09,
+      "median_norm": 1.2298729812343367e-09,
+      "max_norm": 2.3259689729826505e-09,
+      "min_norm": 7.762279707890229e-10,
+      "support": {
+        "1e-08": 0.0,
+        "1e-07": 0.0,
+        "1e-06": 0.0,
+        "1e-05": 0.0,
+        "0.0001": 0.0
+      },
+      "log_norms_percentiles": {
+        "1": -9.084433555603027,
+        "5": -9.041204452514648,
+        "10": -9.013498306274414,
+        "25": -8.961811065673828,
+        "50": -8.910089492797852,
+        "75": -8.839550018310547,
+        "90": -8.767189025878906,
+        "95": -8.746831893920898,
+        "99": -8.659806251525879
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        3,
+        1,
+        4,
+        0,
+        2,
+        4,
+        1,
+        8,
+        6,
+        4,
+        5,
+        13,
+        8,
+        5,
+        13,
+        8,
+        17,
+        17,
+        9,
+        7,
+        10,
+        6,
+        7,
+        11,
+        8,
+        9,
+        7,
+        3,
+        8,
+        6,
+        4,
+        3,
+        2,
+        10,
+        7,
+        4,
+        4,
+        1,
+        1,
+        3,
+        0,
+        0,
+        1,
+        0,
+        1,
+        1,
+        0,
+        2
+      ],
+      "log_norms_bin_edges": [
+        -9.110011100769043,
+        -9.100479125976562,
+        -9.090946197509766,
+        -9.081414222717285,
+        -9.071882247924805,
+        -9.062349319458008,
+        -9.052817344665527,
+        -9.043285369873047,
+        -9.03375244140625,
+        -9.02422046661377,
+        -9.014688491821289,
+        -9.005155563354492,
+        -8.995623588562012,
+        -8.986091613769531,
+        -8.976558685302734,
+        -8.967026710510254,
+        -8.957494735717773,
+        -8.947961807250977,
+        -8.938429832458496,
+        -8.928897857666016,
+        -8.919364929199219,
+        -8.909832954406738,
+        -8.900300979614258,
+        -8.890768051147461,
+        -8.88123607635498,
+        -8.8717041015625,
+        -8.862171173095703,
+        -8.852639198303223,
+        -8.843107223510742,
+        -8.833574295043945,
+        -8.824042320251465,
+        -8.814509391784668,
+        -8.804977416992188,
+        -8.795445442199707,
+        -8.78591251373291,
+        -8.77638053894043,
+        -8.76684856414795,
+        -8.757315635681152,
+        -8.747783660888672,
+        -8.738251686096191,
+        -8.728718757629395,
+        -8.719186782836914,
+        -8.709654808044434,
+        -8.700121879577637,
+        -8.690589904785156,
+        -8.681057929992676,
+        -8.671525001525879,
+        -8.661993026733398,
+        -8.652461051940918,
+        -8.642928123474121,
+        -8.63339614868164
+      ],
+      "r_inf_mean": 0.44638097286224365,
+      "r_inf_median": 0.4060748815536499,
+      "pr_mean": 0.07248963415622711,
+      "pr_median": 0.07607847452163696,
+      "hoyer_mean": 0.3302149772644043,
+      "eff_dim_mean": 0.3302149474620819,
+      "topk_energy": {
+        "1": 0.2957903742790222,
+        "5": 0.6128313541412354,
+        "10": 0.7737786173820496,
+        "25": 0.9309256076812744
+      },
+      "gamma_raw": -0.00175384187605232,
+      "gamma_active": {
+        "1e-08": null,
+        "1e-07": null,
+        "1e-06": null,
+        "1e-05": null,
+        "0.0001": null
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.0011689796454672928,
+        "1e-07": -0.0011689796454672928,
+        "1e-06": -0.0011689796454672928,
+        "1e-05": -0.0011689796454672928,
+        "0.0001": -0.0011689796454672928
+      }
+    }
+  ]
+}
\ No newline at end of file