From b9a218c01ee101654a788adf1a3fd5c4ec846b11 Mon Sep 17 00:00:00 2001
From: YurenHao0426 <Blackhao0426@gmail.com>
Date: Wed, 1 Apr 2026 13:12:25 -0500
Subject: Add clean sparsity results: 168 JSONs from independent processes on
 GPU 1
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

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>
---
 .../clean_sparsity/synth_bp_s123_a0.5_L8.json      | 1268 ++++++++++++++++++++
 1 file changed, 1268 insertions(+)
 create mode 100644 results/confirmatory/clean_sparsity/synth_bp_s123_a0.5_L8.json

(limited to 'results/confirmatory/clean_sparsity/synth_bp_s123_a0.5_L8.json')

diff --git a/results/confirmatory/clean_sparsity/synth_bp_s123_a0.5_L8.json b/results/confirmatory/clean_sparsity/synth_bp_s123_a0.5_L8.json
new file mode 100644
index 0000000..305a2b4
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_bp_s123_a0.5_L8.json
@@ -0,0 +1,1268 @@
+{
+  "dataset": "synth",
+  "method": "bp",
+  "seed": 123,
+  "alpha": 0.5,
+  "depth": 8,
+  "batch": 512,
+  "loss": 17.53173065185547,
+  "acc": 0.05859375,
+  "per_layer": [
+    {
+      "layer": 0,
+      "mean_norm": 0.022671431303024292,
+      "median_norm": 0.023012425750494003,
+      "max_norm": 0.043169911950826645,
+      "min_norm": 1.852142972325055e-08,
+      "support": {
+        "1e-08": 1.0,
+        "1e-07": 0.998046875,
+        "1e-06": 0.994140625,
+        "1e-05": 0.990234375,
+        "0.0001": 0.98828125
+      },
+      "log_norms_percentiles": {
+        "1": -4.275076866149902,
+        "5": -2.111903667449951,
+        "10": -1.8136093616485596,
+        "25": -1.7110381126403809,
+        "50": -1.6380090713500977,
+        "75": -1.5681403875350952,
+        "90": -1.513545274734497,
+        "95": -1.4840197563171387,
+        "99": -1.409834861755371
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        2,
+        1,
+        0,
+        1,
+        0,
+        1,
+        0,
+        2,
+        2,
+        0,
+        3,
+        1,
+        3,
+        2,
+        2,
+        1,
+        7,
+        58,
+        201,
+        184,
+        35
+      ],
+      "log_norms_bin_edges": [
+        -7.732325077056885,
+        -7.604974746704102,
+        -7.477624893188477,
+        -7.350274562835693,
+        -7.222924709320068,
+        -7.095574378967285,
+        -6.96822452545166,
+        -6.840874195098877,
+        -6.713523864746094,
+        -6.586174011230469,
+        -6.458824157714844,
+        -6.3314738273620605,
+        -6.204123497009277,
+        -6.076773643493652,
+        -5.949423313140869,
+        -5.822072982788086,
+        -5.694723129272461,
+        -5.567373275756836,
+        -5.440022945404053,
+        -5.3126726150512695,
+        -5.1853227615356445,
+        -5.057972431182861,
+        -4.930622100830078,
+        -4.803272247314453,
+        -4.675922393798828,
+        -4.548572063446045,
+        -4.421221733093262,
+        -4.293871879577637,
+        -4.1665215492248535,
+        -4.03917121887207,
+        -3.9118213653564453,
+        -3.784471273422241,
+        -3.657121181488037,
+        -3.529770851135254,
+        -3.402420997619629,
+        -3.2750706672668457,
+        -3.1477208137512207,
+        -3.0203704833984375,
+        -2.8930206298828125,
+        -2.7656702995300293,
+        -2.6383204460144043,
+        -2.510970115661621,
+        -2.383619785308838,
+        -2.256269931793213,
+        -2.1289196014404297,
+        -2.0015697479248047,
+        -1.8742194175720215,
+        -1.7468695640563965,
+        -1.6195192337036133,
+        -1.49216890335083,
+        -1.364818811416626
+      ],
+      "r_inf_mean": 0.26247453689575195,
+      "r_inf_median": 0.2575695812702179,
+      "pr_mean": 0.32562416791915894,
+      "pr_median": 0.3267185091972351,
+      "hoyer_mean": 0.6296206712722778,
+      "eff_dim_mean": 0.6296206712722778,
+      "topk_energy": {
+        "1": 0.07012217491865158,
+        "5": 0.27328306436538696,
+        "10": 0.43030333518981934,
+        "25": 0.7301549911499023
+      },
+      "gamma_raw": 0.006483633071184158,
+      "gamma_active": {
+        "1e-08": 0.006483633071184158,
+        "1e-07": 0.006315296515822411,
+        "1e-06": 0.005853832233697176,
+        "1e-05": 0.005950924940407276,
+        "0.0001": 0.005926122423261404
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.006588975910461502,
+        "1e-07": 0.006588975910461502,
+        "1e-06": 0.006588975910461502,
+        "1e-05": 0.006588975910461502,
+        "0.0001": 0.006588975910461502
+      }
+    },
+    {
+      "layer": 1,
+      "mean_norm": 0.00906301848590374,
+      "median_norm": 0.00928178709000349,
+      "max_norm": 0.01636309176683426,
+      "min_norm": 7.548767833043257e-09,
+      "support": {
+        "1e-08": 0.998046875,
+        "1e-07": 0.99609375,
+        "1e-06": 0.994140625,
+        "1e-05": 0.990234375,
+        "0.0001": 0.982421875
+      },
+      "log_norms_percentiles": {
+        "1": -4.664426803588867,
+        "5": -2.534963607788086,
+        "10": -2.191835641860962,
+        "25": -2.0971808433532715,
+        "50": -2.0321993827819824,
+        "75": -1.9718170166015625,
+        "90": -1.9213314056396484,
+        "95": -1.890955924987793,
+        "99": -1.8215407133102417
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        2,
+        1,
+        0,
+        1,
+        0,
+        1,
+        0,
+        2,
+        1,
+        1,
+        3,
+        1,
+        3,
+        2,
+        2,
+        1,
+        3,
+        36,
+        177,
+        225,
+        44
+      ],
+      "log_norms_bin_edges": [
+        -8.122123718261719,
+        -7.99540376663208,
+        -7.8686842918396,
+        -7.741964340209961,
+        -7.6152448654174805,
+        -7.488524913787842,
+        -7.361804962158203,
+        -7.235085487365723,
+        -7.108365535736084,
+        -6.981645584106445,
+        -6.854926109313965,
+        -6.728206157684326,
+        -6.6014862060546875,
+        -6.474766731262207,
+        -6.348046779632568,
+        -6.22132682800293,
+        -6.094607353210449,
+        -5.967887878417969,
+        -5.84116792678833,
+        -5.714447975158691,
+        -5.587728500366211,
+        -5.461008548736572,
+        -5.334288597106934,
+        -5.207569122314453,
+        -5.0808491706848145,
+        -4.954129219055176,
+        -4.827409744262695,
+        -4.700689792633057,
+        -4.573969841003418,
+        -4.4472503662109375,
+        -4.320530414581299,
+        -4.19381046295166,
+        -4.06709098815918,
+        -3.940371036529541,
+        -3.8136515617370605,
+        -3.686931610107422,
+        -3.5602121353149414,
+        -3.4334921836853027,
+        -3.306772232055664,
+        -3.1800527572631836,
+        -3.053332805633545,
+        -2.9266128540039062,
+        -2.799893379211426,
+        -2.673173427581787,
+        -2.5464534759521484,
+        -2.419734001159668,
+        -2.2930140495300293,
+        -2.166294574737549,
+        -2.03957462310791,
+        -1.9128546714782715,
+        -1.7861347198486328
+      ],
+      "r_inf_mean": 0.2625200152397156,
+      "r_inf_median": 0.2573840916156769,
+      "pr_mean": 0.32376348972320557,
+      "pr_median": 0.32286953926086426,
+      "hoyer_mean": 0.6280039548873901,
+      "eff_dim_mean": 0.6280039548873901,
+      "topk_energy": {
+        "1": 0.07004037499427795,
+        "5": 0.2746754586696625,
+        "10": 0.43246203660964966,
+        "25": 0.7317432165145874
+      },
+      "gamma_raw": -0.020550109446048737,
+      "gamma_active": {
+        "1e-08": -0.02053445391356945,
+        "1e-07": -0.02058248035609722,
+        "1e-06": -0.020393364131450653,
+        "1e-05": -0.02048657275736332,
+        "0.0001": -0.02065214328467846
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.02507926834707453,
+        "1e-07": -0.02507926834707453,
+        "1e-06": -0.02507926834707453,
+        "1e-05": -0.02507926834707453,
+        "0.0001": -0.02507926834707453
+      }
+    },
+    {
+      "layer": 2,
+      "mean_norm": 0.004198996350169182,
+      "median_norm": 0.004334190394729376,
+      "max_norm": 0.006887334864586592,
+      "min_norm": 3.4701423956562394e-09,
+      "support": {
+        "1e-08": 0.998046875,
+        "1e-07": 0.994140625,
+        "1e-06": 0.9921875,
+        "1e-05": 0.98828125,
+        "0.0001": 0.978515625
+      },
+      "log_norms_percentiles": {
+        "1": -5.021960735321045,
+        "5": -2.906881809234619,
+        "10": -2.4800539016723633,
+        "25": -2.4171886444091797,
+        "50": -2.36281156539917,
+        "75": -2.31550931930542,
+        "90": -2.2756001949310303,
+        "95": -2.256173849105835,
+        "99": -2.1912472248077393
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        2,
+        1,
+        0,
+        0,
+        1,
+        1,
+        0,
+        2,
+        1,
+        1,
+        2,
+        2,
+        3,
+        2,
+        1,
+        2,
+        2,
+        9,
+        97,
+        308,
+        69
+      ],
+      "log_norms_bin_edges": [
+        -8.4596529006958,
+        -8.333699226379395,
+        -8.207744598388672,
+        -8.081790924072266,
+        -7.955836772918701,
+        -7.829882621765137,
+        -7.703928470611572,
+        -7.577974319458008,
+        -7.452020168304443,
+        -7.326066017150879,
+        -7.200112342834473,
+        -7.074158191680908,
+        -6.948204040527344,
+        -6.822249889373779,
+        -6.696295738220215,
+        -6.57034158706665,
+        -6.444387435913086,
+        -6.31843376159668,
+        -6.192479610443115,
+        -6.066525459289551,
+        -5.940571308135986,
+        -5.814617156982422,
+        -5.688663482666016,
+        -5.562708854675293,
+        -5.436755180358887,
+        -5.310801029205322,
+        -5.184846878051758,
+        -5.058892726898193,
+        -4.932938575744629,
+        -4.806984901428223,
+        -4.6810302734375,
+        -4.555076599121094,
+        -4.429122447967529,
+        -4.303168296813965,
+        -4.1772141456604,
+        -4.051259994506836,
+        -3.9253063201904297,
+        -3.7993521690368652,
+        -3.673398017883301,
+        -3.5474438667297363,
+        -3.421489715576172,
+        -3.2955355644226074,
+        -3.169581890106201,
+        -3.0436277389526367,
+        -2.9176735877990723,
+        -2.791719436645508,
+        -2.6657652854919434,
+        -2.539811134338379,
+        -2.4138574600219727,
+        -2.287903308868408,
+        -2.1619489192962646
+      ],
+      "r_inf_mean": 0.25799158215522766,
+      "r_inf_median": 0.25632745027542114,
+      "pr_mean": 0.3318900167942047,
+      "pr_median": 0.3332398235797882,
+      "hoyer_mean": 0.6336684226989746,
+      "eff_dim_mean": 0.6336684226989746,
+      "topk_energy": {
+        "1": 0.06746771931648254,
+        "5": 0.2693427801132202,
+        "10": 0.4265094995498657,
+        "25": 0.7277572154998779
+      },
+      "gamma_raw": 0.01555551216006279,
+      "gamma_active": {
+        "1e-08": 0.015454553067684174,
+        "1e-07": 0.015147668309509754,
+        "1e-06": 0.015232455916702747,
+        "1e-05": 0.014867373742163181,
+        "0.0001": 0.01532068569213152
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.019169625557143858,
+        "1e-07": 0.019169625557143858,
+        "1e-06": 0.019169625557143858,
+        "1e-05": 0.019169625557143858,
+        "0.0001": 0.019169625557143858
+      }
+    },
+    {
+      "layer": 3,
+      "mean_norm": 0.0027902298606932163,
+      "median_norm": 0.002872522221878171,
+      "max_norm": 0.0042367358691990376,
+      "min_norm": 2.2160113744007504e-09,
+      "support": {
+        "1e-08": 0.998046875,
+        "1e-07": 0.994140625,
+        "1e-06": 0.990234375,
+        "1e-05": 0.986328125,
+        "0.0001": 0.974609375
+      },
+      "log_norms_percentiles": {
+        "1": -5.245704174041748,
+        "5": -3.1137022972106934,
+        "10": -2.6353232860565186,
+        "25": -2.5795116424560547,
+        "50": -2.5415544509887695,
+        "75": -2.5020923614501953,
+        "90": -2.454559803009033,
+        "95": -2.4292540550231934,
+        "99": -2.3845207691192627
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        2,
+        1,
+        0,
+        0,
+        0,
+        2,
+        1,
+        1,
+        2,
+        1,
+        0,
+        3,
+        3,
+        1,
+        2,
+        2,
+        3,
+        4,
+        28,
+        334,
+        116
+      ],
+      "log_norms_bin_edges": [
+        -8.654428482055664,
+        -8.528799057006836,
+        -8.403169631958008,
+        -8.277541160583496,
+        -8.151911735534668,
+        -8.02628231048584,
+        -7.90065336227417,
+        -7.775023937225342,
+        -7.649394989013672,
+        -7.523765563964844,
+        -7.398136615753174,
+        -7.272507190704346,
+        -7.146878242492676,
+        -7.021248817443848,
+        -6.8956193923950195,
+        -6.76999044418335,
+        -6.64436149597168,
+        -6.518732070922852,
+        -6.393102645874023,
+        -6.2674736976623535,
+        -6.141844749450684,
+        -6.0162153244018555,
+        -5.890585899353027,
+        -5.764956951141357,
+        -5.639327526092529,
+        -5.513698577880859,
+        -5.388069152832031,
+        -5.262439727783203,
+        -5.136810779571533,
+        -5.011181831359863,
+        -4.885552406311035,
+        -4.759922981262207,
+        -4.634294033050537,
+        -4.508664608001709,
+        -4.383035659790039,
+        -4.257406234741211,
+        -4.131777286529541,
+        -4.006147861480713,
+        -3.880518913269043,
+        -3.754889488220215,
+        -3.629260540008545,
+        -3.503631114959717,
+        -3.378002166748047,
+        -3.2523727416992188,
+        -3.126743793487549,
+        -3.0011143684387207,
+        -2.875485420227051,
+        -2.7498559951782227,
+        -2.6242265701293945,
+        -2.4985976219177246,
+        -2.3729686737060547
+      ],
+      "r_inf_mean": 0.24790257215499878,
+      "r_inf_median": 0.24670524895191193,
+      "pr_mean": 0.34818798303604126,
+      "pr_median": 0.3392092287540436,
+      "hoyer_mean": 0.6420454978942871,
+      "eff_dim_mean": 0.6420454382896423,
+      "topk_energy": {
+        "1": 0.062199126929044724,
+        "5": 0.2603580057621002,
+        "10": 0.4153369069099426,
+        "25": 0.717120349407196
+      },
+      "gamma_raw": -0.05644521117210388,
+      "gamma_active": {
+        "1e-08": -0.056497737765312195,
+        "1e-07": -0.056552693247795105,
+        "1e-06": -0.0564054474234581,
+        "1e-05": -0.056058526039123535,
+        "0.0001": -0.05616288632154465
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.05364028312454567,
+        "1e-07": -0.05364028312454567,
+        "1e-06": -0.05364028312454567,
+        "1e-05": -0.05364028312454567,
+        "0.0001": -0.05364028312454567
+      }
+    },
+    {
+      "layer": 4,
+      "mean_norm": 0.002353315707296133,
+      "median_norm": 0.002360959304496646,
+      "max_norm": 0.003880866337567568,
+      "min_norm": 1.8127428447201055e-09,
+      "support": {
+        "1e-08": 0.998046875,
+        "1e-07": 0.994140625,
+        "1e-06": 0.990234375,
+        "1e-05": 0.984375,
+        "0.0001": 0.97265625
+      },
+      "log_norms_percentiles": {
+        "1": -5.359878063201904,
+        "5": -3.2108073234558105,
+        "10": -2.719785213470459,
+        "25": -2.661200523376465,
+        "50": -2.626697063446045,
+        "75": -2.5764970779418945,
+        "90": -2.505922317504883,
+        "95": -2.4795827865600586,
+        "99": -2.4161195755004883
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        2,
+        0,
+        1,
+        0,
+        0,
+        0,
+        2,
+        1,
+        1,
+        2,
+        1,
+        2,
+        2,
+        2,
+        1,
+        4,
+        2,
+        2,
+        4,
+        83,
+        330,
+        64
+      ],
+      "log_norms_bin_edges": [
+        -8.741663932800293,
+        -8.615052223205566,
+        -8.48844051361084,
+        -8.361828804016113,
+        -8.23521614074707,
+        -8.108604431152344,
+        -7.981992721557617,
+        -7.855381011962891,
+        -7.728769302368164,
+        -7.602157115936279,
+        -7.475545406341553,
+        -7.348933219909668,
+        -7.222321510314941,
+        -7.095709800720215,
+        -6.969098091125488,
+        -6.8424859046936035,
+        -6.715874195098877,
+        -6.589262008666992,
+        -6.462650299072266,
+        -6.336038589477539,
+        -6.2094268798828125,
+        -6.082815170288086,
+        -5.956202983856201,
+        -5.829591274261475,
+        -5.70297908782959,
+        -5.576367378234863,
+        -5.449755668640137,
+        -5.32314395904541,
+        -5.196531772613525,
+        -5.069920063018799,
+        -4.943307876586914,
+        -4.8166961669921875,
+        -4.690084457397461,
+        -4.563472747802734,
+        -4.43686056137085,
+        -4.310248851776123,
+        -4.1836371421813965,
+        -4.057024955749512,
+        -3.930413246154785,
+        -3.8038015365600586,
+        -3.677189826965332,
+        -3.5505776405334473,
+        -3.4239659309387207,
+        -3.297354221343994,
+        -3.1707420349121094,
+        -3.044130325317383,
+        -2.9175186157226562,
+        -2.7909064292907715,
+        -2.664294719696045,
+        -2.5376830101013184,
+        -2.411071300506592
+      ],
+      "r_inf_mean": 0.2400420904159546,
+      "r_inf_median": 0.23974665999412537,
+      "pr_mean": 0.3634868860244751,
+      "pr_median": 0.35136887431144714,
+      "hoyer_mean": 0.6523870229721069,
+      "eff_dim_mean": 0.6523870229721069,
+      "topk_energy": {
+        "1": 0.058269694447517395,
+        "5": 0.2520802915096283,
+        "10": 0.40548425912857056,
+        "25": 0.7065833210945129
+      },
+      "gamma_raw": -0.06157733127474785,
+      "gamma_active": {
+        "1e-08": -0.061678167432546616,
+        "1e-07": -0.06143423914909363,
+        "1e-06": -0.06173933297395706,
+        "1e-05": -0.061758045107126236,
+        "0.0001": -0.06195320188999176
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.06676955999887431,
+        "1e-07": -0.06676955999887431,
+        "1e-06": -0.06676955999887431,
+        "1e-05": -0.06676955999887431,
+        "0.0001": -0.06676955999887431
+      }
+    },
+    {
+      "layer": 5,
+      "mean_norm": 0.0021864594891667366,
+      "median_norm": 0.0021866385359317064,
+      "max_norm": 0.003793303854763508,
+      "min_norm": 1.6617671683150093e-09,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.994140625,
+        "1e-06": 0.990234375,
+        "1e-05": 0.984375,
+        "0.0001": 0.97265625
+      },
+      "log_norms_percentiles": {
+        "1": -5.417611598968506,
+        "5": -3.2575509548187256,
+        "10": -2.755509853363037,
+        "25": -2.700444221496582,
+        "50": -2.660183906555176,
+        "75": -2.603555917739868,
+        "90": -2.5208685398101807,
+        "95": -2.4969234466552734,
+        "99": -2.4265151023864746
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        2,
+        0,
+        1,
+        0,
+        0,
+        0,
+        2,
+        1,
+        2,
+        2,
+        0,
+        3,
+        1,
+        2,
+        3,
+        2,
+        2,
+        3,
+        9,
+        172,
+        240,
+        59
+      ],
+      "log_norms_bin_edges": [
+        -8.77942943572998,
+        -8.652260780334473,
+        -8.525091171264648,
+        -8.39792251586914,
+        -8.270753860473633,
+        -8.143585205078125,
+        -8.0164155960083,
+        -7.889246940612793,
+        -7.762077808380127,
+        -7.634909152984619,
+        -7.507740020751953,
+        -7.380571365356445,
+        -7.253402233123779,
+        -7.126233100891113,
+        -6.9990644454956055,
+        -6.8718953132629395,
+        -6.744726181030273,
+        -6.617557525634766,
+        -6.490388870239258,
+        -6.363219261169434,
+        -6.236050605773926,
+        -6.108881950378418,
+        -5.981712818145752,
+        -5.854543685913086,
+        -5.727375030517578,
+        -5.600205898284912,
+        -5.473036766052246,
+        -5.345868110656738,
+        -5.2186994552612305,
+        -5.0915303230285645,
+        -4.964361190795898,
+        -4.837192535400391,
+        -4.710023403167725,
+        -4.582854270935059,
+        -4.455685615539551,
+        -4.328516483306885,
+        -4.201347827911377,
+        -4.074178695678711,
+        -3.947009563446045,
+        -3.819840908050537,
+        -3.692671775817871,
+        -3.5655031204223633,
+        -3.4383339881896973,
+        -3.3111648559570312,
+        -3.1839962005615234,
+        -3.0568270683288574,
+        -2.9296584129333496,
+        -2.8024892807006836,
+        -2.675320625305176,
+        -2.5481514930725098,
+        -2.4209823608398438
+      ],
+      "r_inf_mean": 0.23559483885765076,
+      "r_inf_median": 0.23807184398174286,
+      "pr_mean": 0.3751467764377594,
+      "pr_median": 0.3624636232852936,
+      "hoyer_mean": 0.6602494716644287,
+      "eff_dim_mean": 0.6602494716644287,
+      "topk_energy": {
+        "1": 0.05610371381044388,
+        "5": 0.24569827318191528,
+        "10": 0.3977429270744324,
+        "25": 0.6988080739974976
+      },
+      "gamma_raw": 0.013390344567596912,
+      "gamma_active": {
+        "1e-08": 0.013836823403835297,
+        "1e-07": 0.013576292432844639,
+        "1e-06": 0.013906541280448437,
+        "1e-05": 0.014494765549898148,
+        "0.0001": 0.014680790714919567
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.022006313056714685,
+        "1e-07": 0.022006313056714685,
+        "1e-06": 0.022006313056714685,
+        "1e-05": 0.022006313056714685,
+        "0.0001": 0.022006313056714685
+      }
+    },
+    {
+      "layer": 6,
+      "mean_norm": 0.002120842458680272,
+      "median_norm": 0.002111377427354455,
+      "max_norm": 0.0037650358863174915,
+      "min_norm": 1.5964155553049864e-09,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.994140625,
+        "1e-06": 0.990234375,
+        "1e-05": 0.984375,
+        "0.0001": 0.970703125
+      },
+      "log_norms_percentiles": {
+        "1": -5.444112300872803,
+        "5": -3.2777836322784424,
+        "10": -2.7748377323150635,
+        "25": -2.718958854675293,
+        "50": -2.6752846240997314,
+        "75": -2.6145975589752197,
+        "90": -2.5315067768096924,
+        "95": -2.5026650428771973,
+        "99": -2.430288553237915
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        1,
+        1,
+        0,
+        1,
+        0,
+        0,
+        0,
+        2,
+        1,
+        2,
+        2,
+        0,
+        3,
+        2,
+        1,
+        3,
+        2,
+        2,
+        3,
+        10,
+        200,
+        212,
+        58
+      ],
+      "log_norms_bin_edges": [
+        -8.796854019165039,
+        -8.669401168823242,
+        -8.541949272155762,
+        -8.414496421813965,
+        -8.287044525146484,
+        -8.159591674804688,
+        -8.03213882446289,
+        -7.90468692779541,
+        -7.777234077453613,
+        -7.649781703948975,
+        -7.522329330444336,
+        -7.394876956939697,
+        -7.267424583435059,
+        -7.139971733093262,
+        -7.012519836425781,
+        -6.885066986083984,
+        -6.757614612579346,
+        -6.630162239074707,
+        -6.50270938873291,
+        -6.37525749206543,
+        -6.247804641723633,
+        -6.120352268218994,
+        -5.9928998947143555,
+        -5.865447044372559,
+        -5.737995147705078,
+        -5.610542297363281,
+        -5.483089923858643,
+        -5.355637550354004,
+        -5.228185176849365,
+        -5.100732803344727,
+        -4.97327995300293,
+        -4.845827579498291,
+        -4.718375205993652,
+        -4.590922832489014,
+        -4.463470458984375,
+        -4.336017608642578,
+        -4.2085652351379395,
+        -4.081112861633301,
+        -3.953660488128662,
+        -3.8262081146240234,
+        -3.6987552642822266,
+        -3.571302890777588,
+        -3.443850517272949,
+        -3.3163981437683105,
+        -3.188945770263672,
+        -3.061493396759033,
+        -2.9340405464172363,
+        -2.8065881729125977,
+        -2.679135799407959,
+        -2.5516834259033203,
+        -2.4242308139801025
+      ],
+      "r_inf_mean": 0.23177382349967957,
+      "r_inf_median": 0.23494307696819305,
+      "pr_mean": 0.38578495383262634,
+      "pr_median": 0.37497904896736145,
+      "hoyer_mean": 0.6676483154296875,
+      "eff_dim_mean": 0.6676483154296875,
+      "topk_energy": {
+        "1": 0.05431374907493591,
+        "5": 0.23962436616420746,
+        "10": 0.3901308476924896,
+        "25": 0.6924006938934326
+      },
+      "gamma_raw": -0.027713339775800705,
+      "gamma_active": {
+        "1e-08": -0.027792274951934814,
+        "1e-07": -0.027883347123861313,
+        "1e-06": -0.027664169669151306,
+        "1e-05": -0.02793392911553383,
+        "0.0001": -0.027659986168146133
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.030476293047810823,
+        "1e-07": -0.030476293047810823,
+        "1e-06": -0.030476293047810823,
+        "1e-05": -0.030476293047810823,
+        "0.0001": -0.030476293047810823
+      }
+    },
+    {
+      "layer": 7,
+      "mean_norm": 0.002110543195158243,
+      "median_norm": 0.002097692573443055,
+      "max_norm": 0.003762889187783003,
+      "min_norm": 1.5813382825413669e-09,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.994140625,
+        "1e-06": 0.990234375,
+        "1e-05": 0.984375,
+        "0.0001": 0.970703125
+      },
+      "log_norms_percentiles": {
+        "1": -5.450037002563477,
+        "5": -3.2813527584075928,
+        "10": -2.7786991596221924,
+        "25": -2.7220957279205322,
+        "50": -2.678131103515625,
+        "75": -2.616675853729248,
+        "90": -2.530865430831909,
+        "95": -2.502450704574585,
+        "99": -2.429612398147583
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        1,
+        1,
+        0,
+        1,
+        0,
+        0,
+        1,
+        1,
+        1,
+        2,
+        2,
+        0,
+        3,
+        2,
+        1,
+        3,
+        3,
+        1,
+        3,
+        12,
+        207,
+        203,
+        58
+      ],
+      "log_norms_bin_edges": [
+        -8.80097484588623,
+        -8.673444747924805,
+        -8.545914649963379,
+        -8.41838550567627,
+        -8.290855407714844,
+        -8.163325309753418,
+        -8.035795211791992,
+        -7.908265590667725,
+        -7.780735492706299,
+        -7.653205871582031,
+        -7.5256757736206055,
+        -7.39814567565918,
+        -7.270615577697754,
+        -7.143085956573486,
+        -7.0155558586120605,
+        -6.888026237487793,
+        -6.760496139526367,
+        -6.632966041564941,
+        -6.505436420440674,
+        -6.377906322479248,
+        -6.2503767013549805,
+        -6.122846603393555,
+        -5.995316505432129,
+        -5.867786407470703,
+        -5.7402567863464355,
+        -5.612727165222168,
+        -5.485197067260742,
+        -5.357666969299316,
+        -5.230136871337891,
+        -5.102607250213623,
+        -4.975077152252197,
+        -4.84754753112793,
+        -4.720017433166504,
+        -4.592487335205078,
+        -4.4649577140808105,
+        -4.337427616119385,
+        -4.209897994995117,
+        -4.082367897033691,
+        -3.9548377990722656,
+        -3.827308177947998,
+        -3.6997780799865723,
+        -3.5722479820251465,
+        -3.444718360900879,
+        -3.317188262939453,
+        -3.1896581649780273,
+        -3.0621285438537598,
+        -2.934598445892334,
+        -2.8070688247680664,
+        -2.6795387268066406,
+        -2.552008628845215,
+        -2.424478530883789
+      ],
+      "r_inf_mean": 0.2272319793701172,
+      "r_inf_median": 0.22872477769851685,
+      "pr_mean": 0.39846858382225037,
+      "pr_median": 0.38497859239578247,
+      "hoyer_mean": 0.675965428352356,
+      "eff_dim_mean": 0.675965428352356,
+      "topk_energy": {
+        "1": 0.05220090597867966,
+        "5": 0.2322777807712555,
+        "10": 0.3803233802318573,
+        "25": 0.6839921474456787
+      },
+      "gamma_raw": -0.0028015593998134136,
+      "gamma_active": {
+        "1e-08": -0.0030094438698142767,
+        "1e-07": -0.0031240147072821856,
+        "1e-06": -0.003089664503931999,
+        "1e-05": -0.0030539860017597675,
+        "0.0001": -0.00318697327747941
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.0027952302606338887,
+        "1e-07": -0.0027952302606338887,
+        "1e-06": -0.0027952302606338887,
+        "1e-05": -0.0027952302606338887,
+        "0.0001": -0.0027952302606338887
+      }
+    }
+  ]
+}
\ No newline at end of file
-- 
cgit v1.2.3