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, 1268 insertions, 0 deletions

diff --git a/results/confirmatory/clean_sparsity/synth_bp_s42_a1.0_L8.json b/results/confirmatory/clean_sparsity/synth_bp_s42_a1.0_L8.json
new file mode 100644
index 0000000..3bb798a
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_bp_s42_a1.0_L8.json
@@ -0,0 +1,1268 @@
+{
+  "dataset": "synth",
+  "method": "bp",
+  "seed": 42,
+  "alpha": 1.0,
+  "depth": 8,
+  "batch": 512,
+  "loss": 16.59707260131836,
+  "acc": 0.109375,
+  "per_layer": [
+    {
+      "layer": 0,
+      "mean_norm": 0.023088086396455765,
+      "median_norm": 0.023807918652892113,
+      "max_norm": 0.06253558397293091,
+      "min_norm": 3.4758163014458887e-09,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.9921875,
+        "1e-06": 0.986328125,
+        "1e-05": 0.978515625,
+        "0.0001": 0.96484375
+      },
+      "log_norms_percentiles": {
+        "1": -6.66328763961792,
+        "5": -3.386953115463257,
+        "10": -1.9616137742996216,
+        "25": -1.704451084136963,
+        "50": -1.6227715015411377,
+        "75": -1.5486781597137451,
+        "90": -1.4828821420669556,
+        "95": -1.4466849565505981,
+        "99": -1.3468259572982788
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        1,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        2,
+        1,
+        1,
+        1,
+        2,
+        3,
+        2,
+        1,
+        2,
+        5,
+        1,
+        1,
+        5,
+        1,
+        1,
+        2,
+        2,
+        3,
+        6,
+        24,
+        143,
+        226,
+        60,
+        6
+      ],
+      "log_norms_bin_edges": [
+        -8.458943367004395,
+        -8.313841819763184,
+        -8.168740272521973,
+        -8.023638725280762,
+        -7.878537654876709,
+        -7.733436107635498,
+        -7.588335037231445,
+        -7.443233489990234,
+        -7.298131942749023,
+        -7.1530303955078125,
+        -7.00792932510376,
+        -6.862827777862549,
+        -6.717726707458496,
+        -6.572625160217285,
+        -6.427523612976074,
+        -6.282422065734863,
+        -6.137320518493652,
+        -5.9922194480896,
+        -5.847117900848389,
+        -5.702016830444336,
+        -5.556915283203125,
+        -5.411813735961914,
+        -5.266712188720703,
+        -5.121610641479492,
+        -4.9765095710754395,
+        -4.8314080238342285,
+        -4.686306953430176,
+        -4.541205406188965,
+        -4.396103858947754,
+        -4.251002311706543,
+        -4.105900764465332,
+        -3.9607996940612793,
+        -3.8156981468200684,
+        -3.6705965995788574,
+        -3.5254955291748047,
+        -3.3803939819335938,
+        -3.235292434692383,
+        -3.090190887451172,
+        -2.945089817047119,
+        -2.799988269805908,
+        -2.6548867225646973,
+        -2.5097856521606445,
+        -2.3646841049194336,
+        -2.2195825576782227,
+        -2.0744810104370117,
+        -1.929379940032959,
+        -1.784278392791748,
+        -1.639176845550537,
+        -1.4940757751464844,
+        -1.3489742279052734,
+        -1.203872799873352
+      ],
+      "r_inf_mean": 0.250956654548645,
+      "r_inf_median": 0.24865928292274475,
+      "pr_mean": 0.33950895071029663,
+      "pr_median": 0.3388816714286804,
+      "hoyer_mean": 0.6355150938034058,
+      "eff_dim_mean": 0.6355150938034058,
+      "topk_energy": {
+        "1": 0.06371217966079712,
+        "5": 0.264532208442688,
+        "10": 0.42087188363075256,
+        "25": 0.7230224609375
+      },
+      "gamma_raw": -0.00022031739354133606,
+      "gamma_active": {
+        "1e-08": -5.4817810450913385e-05,
+        "1e-07": 6.438756827265024e-05,
+        "1e-06": -2.1762305550510064e-05,
+        "1e-05": 0.0007992422324605286,
+        "0.0001": 0.0007686693570576608
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.0012468210545523621,
+        "1e-07": -0.0012468210545523621,
+        "1e-06": -0.0012468210545523621,
+        "1e-05": -0.0012468210545523621,
+        "0.0001": -0.0012468210545523621
+      }
+    },
+    {
+      "layer": 1,
+      "mean_norm": 0.014187535271048546,
+      "median_norm": 0.014798741787672043,
+      "max_norm": 0.035591717809438705,
+      "min_norm": 2.048058389547691e-09,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.990234375,
+        "1e-06": 0.984375,
+        "1e-05": 0.978515625,
+        "0.0001": 0.958984375
+      },
+      "log_norms_percentiles": {
+        "1": -6.870948791503906,
+        "5": -3.5858912467956543,
+        "10": -2.159614324569702,
+        "25": -1.8995847702026367,
+        "50": -1.829648494720459,
+        "75": -1.7651891708374023,
+        "90": -1.7042924165725708,
+        "95": -1.6765296459197998,
+        "99": -1.5902525186538696
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        1,
+        0,
+        0,
+        2,
+        1,
+        1,
+        1,
+        2,
+        2,
+        2,
+        2,
+        1,
+        6,
+        1,
+        0,
+        6,
+        1,
+        0,
+        3,
+        2,
+        2,
+        5,
+        9,
+        89,
+        274,
+        82,
+        7
+      ],
+      "log_norms_bin_edges": [
+        -8.688657760620117,
+        -8.54385757446289,
+        -8.399057388305664,
+        -8.254257202148438,
+        -8.109457015991211,
+        -7.964657306671143,
+        -7.819857120513916,
+        -7.6750569343566895,
+        -7.530256748199463,
+        -7.385456562042236,
+        -7.24065637588501,
+        -7.095856666564941,
+        -6.951056480407715,
+        -6.806256294250488,
+        -6.661456108093262,
+        -6.516655921936035,
+        -6.371855735778809,
+        -6.227055549621582,
+        -6.0822553634643555,
+        -5.937455177307129,
+        -5.792654991149902,
+        -5.647854804992676,
+        -5.503055095672607,
+        -5.358254909515381,
+        -5.213454723358154,
+        -5.068654537200928,
+        -4.923854351043701,
+        -4.779054641723633,
+        -4.634254455566406,
+        -4.48945426940918,
+        -4.344654083251953,
+        -4.199853897094727,
+        -4.0550537109375,
+        -3.9102535247802734,
+        -3.765453338623047,
+        -3.6206531524658203,
+        -3.4758529663085938,
+        -3.3310532569885254,
+        -3.186253070831299,
+        -3.0414528846740723,
+        -2.8966526985168457,
+        -2.751852512359619,
+        -2.6070523262023926,
+        -2.462252140045166,
+        -2.3174524307250977,
+        -2.172652244567871,
+        -2.0278520584106445,
+        -1.883051872253418,
+        -1.7382516860961914,
+        -1.5934514999389648,
+        -1.4486510753631592
+      ],
+      "r_inf_mean": 0.25775328278541565,
+      "r_inf_median": 0.25594112277030945,
+      "pr_mean": 0.3239330053329468,
+      "pr_median": 0.3244157135486603,
+      "hoyer_mean": 0.6237548589706421,
+      "eff_dim_mean": 0.6237548589706421,
+      "topk_energy": {
+        "1": 0.06721861660480499,
+        "5": 0.275439977645874,
+        "10": 0.4347454905509949,
+        "25": 0.7345425486564636
+      },
+      "gamma_raw": 0.029956763610243797,
+      "gamma_active": {
+        "1e-08": 0.030067263171076775,
+        "1e-07": 0.03019082359969616,
+        "1e-06": 0.029907431453466415,
+        "1e-05": 0.03023167885839939,
+        "0.0001": 0.030038034543395042
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.03570782249668829,
+        "1e-07": 0.03570782249668829,
+        "1e-06": 0.03570782249668829,
+        "1e-05": 0.03570782249668829,
+        "0.0001": 0.03570782249668829
+      }
+    },
+    {
+      "layer": 2,
+      "mean_norm": 0.008801487274467945,
+      "median_norm": 0.009305263869464397,
+      "max_norm": 0.02004067786037922,
+      "min_norm": 1.211089672992216e-09,
+      "support": {
+        "1e-08": 0.994140625,
+        "1e-07": 0.98828125,
+        "1e-06": 0.984375,
+        "1e-05": 0.974609375,
+        "0.0001": 0.953125
+      },
+      "log_norms_percentiles": {
+        "1": -7.079906940460205,
+        "5": -3.794321060180664,
+        "10": -2.354046106338501,
+        "25": -2.094428539276123,
+        "50": -2.0312023162841797,
+        "75": -1.9739010334014893,
+        "90": -1.9262927770614624,
+        "95": -1.9020384550094604,
+        "99": -1.8224008083343506
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        1,
+        0,
+        1,
+        2,
+        1,
+        1,
+        2,
+        1,
+        3,
+        2,
+        1,
+        6,
+        1,
+        0,
+        5,
+        1,
+        1,
+        3,
+        1,
+        3,
+        5,
+        6,
+        32,
+        272,
+        143,
+        8
+      ],
+      "log_norms_bin_edges": [
+        -8.916824340820312,
+        -8.772449493408203,
+        -8.628074645996094,
+        -8.483699798583984,
+        -8.339324951171875,
+        -8.194951057434082,
+        -8.050576210021973,
+        -7.906201362609863,
+        -7.761826515197754,
+        -7.6174516677856445,
+        -7.473076820373535,
+        -7.328702449798584,
+        -7.184327602386475,
+        -7.039952754974365,
+        -6.895578384399414,
+        -6.751203536987305,
+        -6.606828689575195,
+        -6.462453842163086,
+        -6.318078994750977,
+        -6.173704624176025,
+        -6.029329776763916,
+        -5.884954929351807,
+        -5.7405805587768555,
+        -5.596205711364746,
+        -5.451830863952637,
+        -5.307456016540527,
+        -5.163081169128418,
+        -5.018706798553467,
+        -4.874331951141357,
+        -4.729957103729248,
+        -4.585582733154297,
+        -4.4412078857421875,
+        -4.296833038330078,
+        -4.152458190917969,
+        -4.008083343505859,
+        -3.863708972930908,
+        -3.719334125518799,
+        -3.5749592781066895,
+        -3.4305849075317383,
+        -3.286210060119629,
+        -3.1418352127075195,
+        -2.99746036529541,
+        -2.853085517883301,
+        -2.7087111473083496,
+        -2.5643362998962402,
+        -2.419961452484131,
+        -2.2755870819091797,
+        -2.1312122344970703,
+        -1.986837387084961,
+        -1.8424625396728516,
+        -1.6980876922607422
+      ],
+      "r_inf_mean": 0.25868016481399536,
+      "r_inf_median": 0.2553081810474396,
+      "pr_mean": 0.321316659450531,
+      "pr_median": 0.3201034665107727,
+      "hoyer_mean": 0.6228638887405396,
+      "eff_dim_mean": 0.6228638887405396,
+      "topk_energy": {
+        "1": 0.06772502511739731,
+        "5": 0.2773415446281433,
+        "10": 0.4380195736885071,
+        "25": 0.7359970808029175
+      },
+      "gamma_raw": -0.07858036458492279,
+      "gamma_active": {
+        "1e-08": -0.07877248525619507,
+        "1e-07": -0.07916661351919174,
+        "1e-06": -0.07945077866315842,
+        "1e-05": -0.07931297272443771,
+        "0.0001": -0.078327476978302
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.07849757292460727,
+        "1e-07": -0.07849757292460727,
+        "1e-06": -0.07849757292460727,
+        "1e-05": -0.07849757292460727,
+        "0.0001": -0.07849757292460727
+      }
+    },
+    {
+      "layer": 3,
+      "mean_norm": 0.005749908275902271,
+      "median_norm": 0.006149429827928543,
+      "max_norm": 0.011245126836001873,
+      "min_norm": 7.527397594131457e-10,
+      "support": {
+        "1e-08": 0.9921875,
+        "1e-07": 0.98828125,
+        "1e-06": 0.982421875,
+        "1e-05": 0.97265625,
+        "0.0001": 0.94921875
+      },
+      "log_norms_percentiles": {
+        "1": -7.2728729248046875,
+        "5": -3.996751070022583,
+        "10": -2.55138897895813,
+        "25": -2.263005256652832,
+        "50": -2.210731029510498,
+        "75": -2.163038492202759,
+        "90": -2.124950408935547,
+        "95": -2.0970659255981445,
+        "99": -2.0522520542144775
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        3,
+        0,
+        1,
+        2,
+        1,
+        3,
+        2,
+        1,
+        4,
+        4,
+        0,
+        2,
+        4,
+        1,
+        2,
+        1,
+        3,
+        2,
+        7,
+        5,
+        122,
+        311,
+        20
+      ],
+      "log_norms_bin_edges": [
+        -9.1233549118042,
+        -8.97986888885498,
+        -8.836381912231445,
+        -8.692895889282227,
+        -8.549409866333008,
+        -8.405922889709473,
+        -8.262436866760254,
+        -8.118949890136719,
+        -7.9754638671875,
+        -7.831977367401123,
+        -7.688490867614746,
+        -7.545004844665527,
+        -7.40151834487915,
+        -7.258031845092773,
+        -7.114545822143555,
+        -6.971059322357178,
+        -6.827572822570801,
+        -6.684086322784424,
+        -6.540599822998047,
+        -6.397113800048828,
+        -6.253627300262451,
+        -6.110140800476074,
+        -5.9666547775268555,
+        -5.8231682777404785,
+        -5.679681777954102,
+        -5.536195278167725,
+        -5.392708778381348,
+        -5.249222755432129,
+        -5.105736255645752,
+        -4.962249755859375,
+        -4.818763732910156,
+        -4.675277233123779,
+        -4.531790733337402,
+        -4.388304233551025,
+        -4.244817733764648,
+        -4.10133171081543,
+        -3.9578452110290527,
+        -3.814358711242676,
+        -3.670872688293457,
+        -3.52738618850708,
+        -3.383899688720703,
+        -3.240413188934326,
+        -3.096926689147949,
+        -2.9534406661987305,
+        -2.8099541664123535,
+        -2.6664676666259766,
+        -2.522981643676758,
+        -2.379495143890381,
+        -2.236008644104004,
+        -2.092522144317627,
+        -1.9490357637405396
+      ],
+      "r_inf_mean": 0.2565044164657593,
+      "r_inf_median": 0.2548898756504059,
+      "pr_mean": 0.3252410888671875,
+      "pr_median": 0.32393038272857666,
+      "hoyer_mean": 0.6255109906196594,
+      "eff_dim_mean": 0.6255109310150146,
+      "topk_energy": {
+        "1": 0.06658080220222473,
+        "5": 0.27431559562683105,
+        "10": 0.4354552626609802,
+        "25": 0.7338710427284241
+      },
+      "gamma_raw": -0.02971789427101612,
+      "gamma_active": {
+        "1e-08": -0.03004550188779831,
+        "1e-07": -0.029976949095726013,
+        "1e-06": -0.02979002706706524,
+        "1e-05": -0.030267223715782166,
+        "0.0001": -0.030500944703817368
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.03489773564488086,
+        "1e-07": -0.03489773564488086,
+        "1e-06": -0.03489773564488086,
+        "1e-05": -0.03489773564488086,
+        "0.0001": -0.03489773564488086
+      }
+    },
+    {
+      "layer": 4,
+      "mean_norm": 0.004230787977576256,
+      "median_norm": 0.004525578580796719,
+      "max_norm": 0.00702781043946743,
+      "min_norm": 5.351173393286501e-10,
+      "support": {
+        "1e-08": 0.9921875,
+        "1e-07": 0.98828125,
+        "1e-06": 0.98046875,
+        "1e-05": 0.970703125,
+        "0.0001": 0.939453125
+      },
+      "log_norms_percentiles": {
+        "1": -7.422008514404297,
+        "5": -4.173186779022217,
+        "10": -2.706929922103882,
+        "25": -2.3902792930603027,
+        "50": -2.3441553115844727,
+        "75": -2.30007266998291,
+        "90": -2.257040023803711,
+        "95": -2.2299551963806152,
+        "99": -2.17854380607605
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        1,
+        0,
+        0,
+        3,
+        0,
+        1,
+        2,
+        1,
+        3,
+        2,
+        1,
+        3,
+        4,
+        1,
+        0,
+        5,
+        1,
+        2,
+        1,
+        4,
+        2,
+        2,
+        8,
+        20,
+        320,
+        115
+      ],
+      "log_norms_bin_edges": [
+        -9.271551132202148,
+        -9.129183769226074,
+        -8.98681640625,
+        -8.844449043273926,
+        -8.702081680297852,
+        -8.559714317321777,
+        -8.417346954345703,
+        -8.274979591369629,
+        -8.132612228393555,
+        -7.990244388580322,
+        -7.847877025604248,
+        -7.705509185791016,
+        -7.563141822814941,
+        -7.420774459838867,
+        -7.278407096862793,
+        -7.136039733886719,
+        -6.9936723709106445,
+        -6.85130500793457,
+        -6.708937644958496,
+        -6.566570281982422,
+        -6.424202919006348,
+        -6.281835556030273,
+        -6.139467716217041,
+        -5.997100353240967,
+        -5.854732990264893,
+        -5.712365627288818,
+        -5.569998264312744,
+        -5.427630424499512,
+        -5.2852630615234375,
+        -5.142895698547363,
+        -5.000528335571289,
+        -4.858160972595215,
+        -4.715793609619141,
+        -4.573426246643066,
+        -4.431058883666992,
+        -4.288691520690918,
+        -4.146324157714844,
+        -4.003956317901611,
+        -3.861588954925537,
+        -3.719221591949463,
+        -3.5768542289733887,
+        -3.4344868659973145,
+        -3.2921195030212402,
+        -3.149752140045166,
+        -3.0073843002319336,
+        -2.8650169372558594,
+        -2.722649574279785,
+        -2.580282211303711,
+        -2.4379148483276367,
+        -2.2955474853515625,
+        -2.153179883956909
+      ],
+      "r_inf_mean": 0.25213098526000977,
+      "r_inf_median": 0.2507719397544861,
+      "pr_mean": 0.3371385931968689,
+      "pr_median": 0.335987389087677,
+      "hoyer_mean": 0.6349136829376221,
+      "eff_dim_mean": 0.6349135637283325,
+      "topk_energy": {
+        "1": 0.06425687670707703,
+        "5": 0.2663413882255554,
+        "10": 0.42497730255126953,
+        "25": 0.7245923280715942
+      },
+      "gamma_raw": -0.017788277938961983,
+      "gamma_active": {
+        "1e-08": -0.01791795901954174,
+        "1e-07": -0.018430352210998535,
+        "1e-06": -0.018682805821299553,
+        "1e-05": -0.019097648561000824,
+        "0.0001": -0.020145956426858902
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.02425339678785916,
+        "1e-07": -0.02425339678785916,
+        "1e-06": -0.02425339678785916,
+        "1e-05": -0.02425339678785916,
+        "0.0001": -0.02425339678785916
+      }
+    },
+    {
+      "layer": 5,
+      "mean_norm": 0.0035312289837747812,
+      "median_norm": 0.00371393165551126,
+      "max_norm": 0.00627749552950263,
+      "min_norm": 4.3828005114043833e-10,
+      "support": {
+        "1e-08": 0.9921875,
+        "1e-07": 0.98828125,
+        "1e-06": 0.98046875,
+        "1e-05": 0.970703125,
+        "0.0001": 0.9375
+      },
+      "log_norms_percentiles": {
+        "1": -7.5185747146606445,
+        "5": -4.281741142272949,
+        "10": -2.8111703395843506,
+        "25": -2.4729056358337402,
+        "50": -2.4299819469451904,
+        "75": -2.3891263008117676,
+        "90": -2.3235385417938232,
+        "95": -2.289917469024658,
+        "99": -2.2171974182128906
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        2,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        1,
+        0,
+        0,
+        3,
+        0,
+        1,
+        2,
+        2,
+        3,
+        1,
+        1,
+        3,
+        5,
+        0,
+        3,
+        2,
+        1,
+        3,
+        1,
+        3,
+        3,
+        4,
+        5,
+        43,
+        330,
+        82
+      ],
+      "log_norms_bin_edges": [
+        -9.358248710632324,
+        -9.215127944946289,
+        -9.072007179260254,
+        -8.928886413574219,
+        -8.785765647888184,
+        -8.642644882202148,
+        -8.499524116516113,
+        -8.356403350830078,
+        -8.21328353881836,
+        -8.070161819458008,
+        -7.927041530609131,
+        -7.783921241760254,
+        -7.640800476074219,
+        -7.497679710388184,
+        -7.354558944702148,
+        -7.211438179016113,
+        -7.068317413330078,
+        -6.925196647644043,
+        -6.782075881958008,
+        -6.638955116271973,
+        -6.4958343505859375,
+        -6.352713584899902,
+        -6.209593296051025,
+        -6.06647253036499,
+        -5.923351764678955,
+        -5.78023099899292,
+        -5.637110233306885,
+        -5.493989944458008,
+        -5.350869178771973,
+        -5.2077484130859375,
+        -5.064627647399902,
+        -4.921506881713867,
+        -4.778386116027832,
+        -4.635265350341797,
+        -4.492144584655762,
+        -4.349023818969727,
+        -4.205903053283691,
+        -4.0627827644348145,
+        -3.9196619987487793,
+        -3.776541233062744,
+        -3.633420467376709,
+        -3.490299701690674,
+        -3.3471789360046387,
+        -3.2040581703186035,
+        -3.0609378814697266,
+        -2.9178171157836914,
+        -2.7746963500976562,
+        -2.631575584411621,
+        -2.488454818725586,
+        -2.345334053039551,
+        -2.2022135257720947
+      ],
+      "r_inf_mean": 0.24249297380447388,
+      "r_inf_median": 0.24078503251075745,
+      "pr_mean": 0.35929885506629944,
+      "pr_median": 0.354493647813797,
+      "hoyer_mean": 0.6497938632965088,
+      "eff_dim_mean": 0.6497938632965088,
+      "topk_energy": {
+        "1": 0.05950459837913513,
+        "5": 0.25250402092933655,
+        "10": 0.4076904058456421,
+        "25": 0.7099634408950806
+      },
+      "gamma_raw": -0.03058970347046852,
+      "gamma_active": {
+        "1e-08": -0.030668053776025772,
+        "1e-07": -0.03086397424340248,
+        "1e-06": -0.03096063993871212,
+        "1e-05": -0.03098379820585251,
+        "0.0001": -0.031132882460951805
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.027310575737545775,
+        "1e-07": -0.027310575737545775,
+        "1e-06": -0.027310575737545775,
+        "1e-05": -0.027310575737545775,
+        "0.0001": -0.027310575737545775
+      }
+    },
+    {
+      "layer": 6,
+      "mean_norm": 0.003204583888873458,
+      "median_norm": 0.0032887449488043785,
+      "max_norm": 0.0059593068435788155,
+      "min_norm": 3.9309594468406317e-10,
+      "support": {
+        "1e-08": 0.9921875,
+        "1e-07": 0.98828125,
+        "1e-06": 0.98046875,
+        "1e-05": 0.966796875,
+        "0.0001": 0.9375
+      },
+      "log_norms_percentiles": {
+        "1": -7.5731353759765625,
+        "5": -4.335965156555176,
+        "10": -2.858219861984253,
+        "25": -2.522493362426758,
+        "50": -2.4828925132751465,
+        "75": -2.4315528869628906,
+        "90": -2.350755453109741,
+        "95": -2.3087401390075684,
+        "99": -2.2324917316436768
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        2,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        1,
+        0,
+        2,
+        1,
+        0,
+        1,
+        2,
+        3,
+        2,
+        1,
+        1,
+        3,
+        5,
+        0,
+        3,
+        2,
+        1,
+        3,
+        3,
+        3,
+        1,
+        4,
+        7,
+        101,
+        282,
+        70
+      ],
+      "log_norms_bin_edges": [
+        -9.405501365661621,
+        -9.261887550354004,
+        -9.118273735046387,
+        -8.97465991973877,
+        -8.831045150756836,
+        -8.687431335449219,
+        -8.543817520141602,
+        -8.400203704833984,
+        -8.256589889526367,
+        -8.11297607421875,
+        -7.969362258911133,
+        -7.825747966766357,
+        -7.68213415145874,
+        -7.538520336151123,
+        -7.394906044006348,
+        -7.2512922286987305,
+        -7.107678413391113,
+        -6.964064598083496,
+        -6.820450782775879,
+        -6.6768364906311035,
+        -6.533222675323486,
+        -6.389608860015869,
+        -6.245994567871094,
+        -6.102380752563477,
+        -5.958766937255859,
+        -5.815153121948242,
+        -5.671539306640625,
+        -5.52792501449585,
+        -5.384311199188232,
+        -5.240697383880615,
+        -5.09708309173584,
+        -4.953469276428223,
+        -4.8098554611206055,
+        -4.666241645812988,
+        -4.522627830505371,
+        -4.379013538360596,
+        -4.2353997230529785,
+        -4.091785907745361,
+        -3.948171615600586,
+        -3.8045578002929688,
+        -3.6609439849853516,
+        -3.5173301696777344,
+        -3.373716354370117,
+        -3.230102062225342,
+        -3.0864882469177246,
+        -2.9428744316101074,
+        -2.799260139465332,
+        -2.655646324157715,
+        -2.5120325088500977,
+        -2.3684186935424805,
+        -2.224804401397705
+      ],
+      "r_inf_mean": 0.2327980101108551,
+      "r_inf_median": 0.2333887368440628,
+      "pr_mean": 0.3802170753479004,
+      "pr_median": 0.3657671809196472,
+      "hoyer_mean": 0.6621993780136108,
+      "eff_dim_mean": 0.6621993184089661,
+      "topk_energy": {
+        "1": 0.054887399077415466,
+        "5": 0.24021676182746887,
+        "10": 0.39188748598098755,
+        "25": 0.6977246403694153
+      },
+      "gamma_raw": -0.0557083897292614,
+      "gamma_active": {
+        "1e-08": -0.05609431117773056,
+        "1e-07": -0.05605192855000496,
+        "1e-06": -0.05574626103043556,
+        "1e-05": -0.055625393986701965,
+        "0.0001": -0.055262304842472076
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.06847345237445025,
+        "1e-07": -0.06847345237445025,
+        "1e-06": -0.06847345237445025,
+        "1e-05": -0.06847345237445025,
+        "0.0001": -0.06847345237445025
+      }
+    },
+    {
+      "layer": 7,
+      "mean_norm": 0.0030416068620979786,
+      "median_norm": 0.003102468093857169,
+      "max_norm": 0.005811304319649935,
+      "min_norm": 3.6925176805091553e-10,
+      "support": {
+        "1e-08": 0.9921875,
+        "1e-07": 0.98828125,
+        "1e-06": 0.98046875,
+        "1e-05": 0.966796875,
+        "0.0001": 0.9375
+      },
+      "log_norms_percentiles": {
+        "1": -7.602756023406982,
+        "5": -4.367068290710449,
+        "10": -2.876365900039673,
+        "25": -2.5525550842285156,
+        "50": -2.5082902908325195,
+        "75": -2.45062255859375,
+        "90": -2.3651375770568848,
+        "95": -2.318098545074463,
+        "99": -2.238661289215088
+      },
+      "log_norms_histogram": [
+        1,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        1,
+        0,
+        0,
+        1,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        2,
+        0,
+        0,
+        0,
+        2,
+        0,
+        0,
+        1,
+        0,
+        2,
+        1,
+        0,
+        1,
+        2,
+        3,
+        2,
+        1,
+        3,
+        1,
+        5,
+        0,
+        4,
+        1,
+        2,
+        2,
+        3,
+        3,
+        1,
+        5,
+        6,
+        164,
+        222,
+        67
+      ],
+      "log_norms_bin_edges": [
+        -9.432677268981934,
+        -9.288738250732422,
+        -9.14479923248291,
+        -9.000860214233398,
+        -8.856921195983887,
+        -8.712982177734375,
+        -8.569043159484863,
+        -8.425104141235352,
+        -8.28116512298584,
+        -8.137226104736328,
+        -7.993287086486816,
+        -7.849348068237305,
+        -7.705409049987793,
+        -7.561470031738281,
+        -7.4175310134887695,
+        -7.273591995239258,
+        -7.129652976989746,
+        -6.985713958740234,
+        -6.841774940490723,
+        -6.697835922241211,
+        -6.553896903991699,
+        -6.4099578857421875,
+        -6.266018867492676,
+        -6.122079849243164,
+        -5.978140830993652,
+        -5.834201812744141,
+        -5.690262794494629,
+        -5.546323776245117,
+        -5.4023847579956055,
+        -5.258445739746094,
+        -5.114506721496582,
+        -4.97056770324707,
+        -4.826628684997559,
+        -4.682689666748047,
+        -4.538750648498535,
+        -4.394811630249023,
+        -4.250872611999512,
+        -4.10693359375,
+        -3.9629945755004883,
+        -3.8190555572509766,
+        -3.675116539001465,
+        -3.531177520751953,
+        -3.3872385025024414,
+        -3.2432994842529297,
+        -3.099360466003418,
+        -2.9554214477539062,
+        -2.8114824295043945,
+        -2.667543411254883,
+        -2.523604393005371,
+        -2.3796653747558594,
+        -2.2357263565063477
+      ],
+      "r_inf_mean": 0.22773778438568115,
+      "r_inf_median": 0.2258564829826355,
+      "pr_mean": 0.39661461114883423,
+      "pr_median": 0.37269410490989685,
+      "hoyer_mean": 0.6731645464897156,
+      "eff_dim_mean": 0.6731644868850708,
+      "topk_energy": {
+        "1": 0.05261486396193504,
+        "5": 0.23094169795513153,
+        "10": 0.3802891969680786,
+        "25": 0.6870591640472412
+      },
+      "gamma_raw": -0.013552876189351082,
+      "gamma_active": {
+        "1e-08": -0.013572313822805882,
+        "1e-07": -0.013607027940452099,
+        "1e-06": -0.013829033821821213,
+        "1e-05": -0.01384467352181673,
+        "0.0001": -0.014284036122262478
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.011952804999564873,
+        "1e-07": -0.011952804999564873,
+        "1e-06": -0.011952804999564873,
+        "1e-05": -0.011952804999564873,
+        "0.0001": -0.011952804999564873
+      }
+    }
+  ]
+}
\ No newline at end of file