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_dfa_s789_a1.0_L8.json     | 1268 ++++++++++++++++++++
 1 file changed, 1268 insertions(+)
 create mode 100644 results/confirmatory/clean_sparsity/synth_dfa_s789_a1.0_L8.json

(limited to 'results/confirmatory/clean_sparsity/synth_dfa_s789_a1.0_L8.json')

diff --git a/results/confirmatory/clean_sparsity/synth_dfa_s789_a1.0_L8.json b/results/confirmatory/clean_sparsity/synth_dfa_s789_a1.0_L8.json
new file mode 100644
index 0000000..34d5565
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_dfa_s789_a1.0_L8.json
@@ -0,0 +1,1268 @@
+{
+  "dataset": "synth",
+  "method": "dfa",
+  "seed": 789,
+  "alpha": 1.0,
+  "depth": 8,
+  "batch": 512,
+  "loss": 11.685538291931152,
+  "acc": 0.107421875,
+  "per_layer": [
+    {
+      "layer": 0,
+      "mean_norm": 0.02710789069533348,
+      "median_norm": 0.024912701919674873,
+      "max_norm": 0.15327081084251404,
+      "min_norm": 4.648817789054682e-11,
+      "support": {
+        "1e-08": 0.998046875,
+        "1e-07": 0.998046875,
+        "1e-06": 0.99609375,
+        "1e-05": 0.990234375,
+        "0.0001": 0.978515625
+      },
+      "log_norms_percentiles": {
+        "1": -4.567256450653076,
+        "5": -2.863539457321167,
+        "10": -1.9279228448867798,
+        "25": -1.7339415550231934,
+        "50": -1.6035497188568115,
+        "75": -1.4914122819900513,
+        "90": -1.3508113622665405,
+        "95": -1.2940095663070679,
+        "99": -1.0347143411636353
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        2,
+        0,
+        1,
+        0,
+        0,
+        0,
+        3,
+        2,
+        1,
+        1,
+        4,
+        2,
+        1,
+        5,
+        2,
+        1,
+        1,
+        1,
+        6,
+        12,
+        61,
+        177,
+        161,
+        50,
+        12,
+        4
+      ],
+      "log_norms_bin_edges": [
+        -10.332657814025879,
+        -10.142295837402344,
+        -9.951932907104492,
+        -9.761570930480957,
+        -9.571208953857422,
+        -9.38084602355957,
+        -9.190484046936035,
+        -9.000121116638184,
+        -8.809759140014648,
+        -8.619397163391113,
+        -8.429034233093262,
+        -8.238672256469727,
+        -8.048309326171875,
+        -7.85794734954834,
+        -7.667585372924805,
+        -7.477222919464111,
+        -7.286860466003418,
+        -7.096498012542725,
+        -6.906135559082031,
+        -6.715773582458496,
+        -6.525411128997803,
+        -6.335048675537109,
+        -6.144686698913574,
+        -5.954324245452881,
+        -5.7639617919921875,
+        -5.573599338531494,
+        -5.383236885070801,
+        -5.192874908447266,
+        -5.002512454986572,
+        -4.812150001525879,
+        -4.621788024902344,
+        -4.43142557144165,
+        -4.241063117980957,
+        -4.050700664520264,
+        -3.8603382110595703,
+        -3.669976234436035,
+        -3.479613780975342,
+        -3.2892513275146484,
+        -3.0988893508911133,
+        -2.90852689743042,
+        -2.7181644439697266,
+        -2.527801990509033,
+        -2.33743953704834,
+        -2.1470775604248047,
+        -1.9567155838012695,
+        -1.766352653503418,
+        -1.5759906768798828,
+        -1.3856277465820312,
+        -1.195265769958496,
+        -1.004903793334961,
+        -0.8145405650138855
+      ],
+      "r_inf_mean": 0.345892995595932,
+      "r_inf_median": 0.3415447771549225,
+      "pr_mean": 0.17457681894302368,
+      "pr_median": 0.17374975979328156,
+      "hoyer_mean": 0.44506561756134033,
+      "eff_dim_mean": 0.44506561756134033,
+      "topk_energy": {
+        "1": 0.12255194783210754,
+        "5": 0.4249127507209778,
+        "10": 0.6130838394165039,
+        "25": 0.8784815073013306
+      },
+      "gamma_raw": 0.007545532658696175,
+      "gamma_active": {
+        "1e-08": 0.007560329511761665,
+        "1e-07": 0.007560329511761665,
+        "1e-06": 0.007324781268835068,
+        "1e-05": 0.007948147132992744,
+        "0.0001": 0.008340965025126934
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.002352470585694332,
+        "1e-07": 0.002352470585694332,
+        "1e-06": 0.002352470585694332,
+        "1e-05": 0.002352470585694332,
+        "0.0001": 0.002352470585694332
+      }
+    },
+    {
+      "layer": 1,
+      "mean_norm": 0.002438522409647703,
+      "median_norm": 0.0023526723962277174,
+      "max_norm": 0.007691530976444483,
+      "min_norm": 1.8069736245490686e-12,
+      "support": {
+        "1e-08": 0.998046875,
+        "1e-07": 0.99609375,
+        "1e-06": 0.990234375,
+        "1e-05": 0.978515625,
+        "0.0001": 0.951171875
+      },
+      "log_norms_percentiles": {
+        "1": -5.576320171356201,
+        "5": -3.8075146675109863,
+        "10": -2.8730361461639404,
+        "25": -2.724648952484131,
+        "50": -2.628246784210205,
+        "75": -2.5255465507507324,
+        "90": -2.4264512062072754,
+        "95": -2.375643253326416,
+        "99": -2.307544469833374
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        2,
+        0,
+        0,
+        1,
+        0,
+        0,
+        1,
+        3,
+        2,
+        0,
+        1,
+        5,
+        2,
+        3,
+        2,
+        2,
+        2,
+        3,
+        4,
+        7,
+        8,
+        119,
+        238,
+        100,
+        5
+      ],
+      "log_norms_bin_edges": [
+        -11.743048667907715,
+        -11.550467491149902,
+        -11.35788631439209,
+        -11.165305137634277,
+        -10.972723960876465,
+        -10.780142784118652,
+        -10.58756160736084,
+        -10.394979476928711,
+        -10.202398300170898,
+        -10.009817123413086,
+        -9.817235946655273,
+        -9.624654769897461,
+        -9.432073593139648,
+        -9.239492416381836,
+        -9.046911239624023,
+        -8.854330062866211,
+        -8.661748886108398,
+        -8.469167709350586,
+        -8.276586532592773,
+        -8.084005355834961,
+        -7.891424179077148,
+        -7.698842525482178,
+        -7.506261348724365,
+        -7.313680171966553,
+        -7.12109899520874,
+        -6.928517818450928,
+        -6.735936641693115,
+        -6.543355464935303,
+        -6.350773811340332,
+        -6.1581926345825195,
+        -5.965611457824707,
+        -5.7730302810668945,
+        -5.580449104309082,
+        -5.3878679275512695,
+        -5.195286750793457,
+        -5.0027055740356445,
+        -4.810124397277832,
+        -4.617542743682861,
+        -4.424961566925049,
+        -4.232380390167236,
+        -4.039799213409424,
+        -3.8472180366516113,
+        -3.6546363830566406,
+        -3.462055206298828,
+        -3.2694740295410156,
+        -3.076892852783203,
+        -2.8843116760253906,
+        -2.691730499267578,
+        -2.4991493225097656,
+        -2.306568145751953,
+        -2.1139872074127197
+      ],
+      "r_inf_mean": 0.2971119284629822,
+      "r_inf_median": 0.2877795696258545,
+      "pr_mean": NaN,
+      "pr_median": NaN,
+      "hoyer_mean": 0.5815727114677429,
+      "eff_dim_mean": 0.5815727114677429,
+      "topk_energy": {
+        "1": 0.09147913008928299,
+        "5": 0.33154866099357605,
+        "10": 0.49318093061447144,
+        "25": 0.7714602947235107
+      },
+      "gamma_raw": 0.07174244523048401,
+      "gamma_active": {
+        "1e-08": 0.07188284397125244,
+        "1e-07": 0.07188406586647034,
+        "1e-06": 0.0719665139913559,
+        "1e-05": 0.07217413187026978,
+        "0.0001": 0.0735902413725853
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.09384487826728245,
+        "1e-07": 0.09384487826728245,
+        "1e-06": 0.09384487826728245,
+        "1e-05": 0.09384487826728245,
+        "0.0001": 0.09384487826728245
+      }
+    },
+    {
+      "layer": 2,
+      "mean_norm": 0.0016111270524561405,
+      "median_norm": 0.0016135013429448009,
+      "max_norm": 0.0028802158776670694,
+      "min_norm": 1.1269426418523271e-13,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.99609375,
+        "1e-06": 0.990234375,
+        "1e-05": 0.9765625,
+        "0.0001": 0.94921875
+      },
+      "log_norms_percentiles": {
+        "1": -5.639537334442139,
+        "5": -4.0454277992248535,
+        "10": -3.0785293579101562,
+        "25": -2.832136631011963,
+        "50": -2.7922096252441406,
+        "75": -2.740079164505005,
+        "90": -2.6145424842834473,
+        "95": -2.581818103790283,
+        "99": -2.5544707775115967
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        2,
+        1,
+        0,
+        0,
+        0,
+        0,
+        4,
+        2,
+        0,
+        5,
+        4,
+        2,
+        1,
+        3,
+        3,
+        2,
+        4,
+        10,
+        15,
+        309,
+        143
+      ],
+      "log_norms_bin_edges": [
+        -12.948099136352539,
+        -12.739948272705078,
+        -12.531798362731934,
+        -12.323647499084473,
+        -12.115497589111328,
+        -11.907346725463867,
+        -11.699195861816406,
+        -11.491045951843262,
+        -11.2828950881958,
+        -11.074745178222656,
+        -10.866594314575195,
+        -10.658443450927734,
+        -10.45029354095459,
+        -10.242142677307129,
+        -10.033992767333984,
+        -9.825841903686523,
+        -9.617691040039062,
+        -9.409541130065918,
+        -9.201390266418457,
+        -8.993240356445312,
+        -8.785089492797852,
+        -8.57693862915039,
+        -8.368788719177246,
+        -8.160638809204102,
+        -7.952487945556641,
+        -7.74433708190918,
+        -7.536186695098877,
+        -7.328036308288574,
+        -7.1198859214782715,
+        -6.911735534667969,
+        -6.703584671020508,
+        -6.495434284210205,
+        -6.287283897399902,
+        -6.0791335105896,
+        -5.870983123779297,
+        -5.662832260131836,
+        -5.454681873321533,
+        -5.2465314865112305,
+        -5.038381099700928,
+        -4.830230712890625,
+        -4.622079849243164,
+        -4.4139299392700195,
+        -4.205779075622559,
+        -3.9976282119750977,
+        -3.789478302001953,
+        -3.581327438354492,
+        -3.3731775283813477,
+        -3.1650266647338867,
+        -2.956876754760742,
+        -2.7487258911132812,
+        -2.5405750274658203
+      ],
+      "r_inf_mean": 0.25117719173431396,
+      "r_inf_median": 0.2453686147928238,
+      "pr_mean": NaN,
+      "pr_median": NaN,
+      "hoyer_mean": 0.6361703872680664,
+      "eff_dim_mean": 0.6361703276634216,
+      "topk_energy": {
+        "1": 0.06415685266256332,
+        "5": 0.2601376175880432,
+        "10": 0.4154936671257019,
+        "25": 0.7228748798370361
+      },
+      "gamma_raw": 0.07248663902282715,
+      "gamma_active": {
+        "1e-08": 0.07278932631015778,
+        "1e-07": 0.07278932631015778,
+        "1e-06": 0.0729980617761612,
+        "1e-05": 0.07326478511095047,
+        "0.0001": 0.07436378300189972
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.09964139577229195,
+        "1e-07": 0.09964139577229195,
+        "1e-06": 0.09964139577229195,
+        "1e-05": 0.09964139577229195,
+        "0.0001": 0.09964139577229195
+      }
+    },
+    {
+      "layer": 3,
+      "mean_norm": 0.001585004385560751,
+      "median_norm": 0.0015949448570609093,
+      "max_norm": 0.0028116938192397356,
+      "min_norm": 6.597966530769162e-14,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.99609375,
+        "1e-06": 0.990234375,
+        "1e-05": 0.974609375,
+        "0.0001": 0.94921875
+      },
+      "log_norms_percentiles": {
+        "1": -5.645777225494385,
+        "5": -4.051647663116455,
+        "10": -3.0880613327026367,
+        "25": -2.8387179374694824,
+        "50": -2.7971596717834473,
+        "75": -2.74446177482605,
+        "90": -2.6201910972595215,
+        "95": -2.5910253524780273,
+        "99": -2.5666158199310303
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        1,
+        1,
+        0,
+        0,
+        0,
+        3,
+        3,
+        0,
+        5,
+        1,
+        4,
+        1,
+        4,
+        1,
+        3,
+        5,
+        8,
+        16,
+        297,
+        156
+      ],
+      "log_norms_bin_edges": [
+        -13.180590629577637,
+        -12.967999458312988,
+        -12.75540828704834,
+        -12.542817115783691,
+        -12.330225944519043,
+        -12.117634773254395,
+        -11.905043601989746,
+        -11.692452430725098,
+        -11.47986125946045,
+        -11.2672700881958,
+        -11.054678916931152,
+        -10.842087745666504,
+        -10.629496574401855,
+        -10.416905403137207,
+        -10.204314231872559,
+        -9.99172306060791,
+        -9.779131889343262,
+        -9.566540718078613,
+        -9.353949546813965,
+        -9.141358375549316,
+        -8.928767204284668,
+        -8.71617603302002,
+        -8.503584861755371,
+        -8.290993690490723,
+        -8.078402519226074,
+        -7.865811347961426,
+        -7.653220176696777,
+        -7.440629005432129,
+        -7.2280378341674805,
+        -7.015446662902832,
+        -6.802855491638184,
+        -6.590264320373535,
+        -6.377673149108887,
+        -6.165081977844238,
+        -5.95249080657959,
+        -5.739899635314941,
+        -5.527308464050293,
+        -5.3147172927856445,
+        -5.102126121520996,
+        -4.889534950256348,
+        -4.676943778991699,
+        -4.464352607727051,
+        -4.251761436462402,
+        -4.039170265197754,
+        -3.8265790939331055,
+        -3.613987922668457,
+        -3.4013967514038086,
+        -3.18880558013916,
+        -2.9762144088745117,
+        -2.7636232376098633,
+        -2.551032066345215
+      ],
+      "r_inf_mean": 0.25097793340682983,
+      "r_inf_median": 0.24518100917339325,
+      "pr_mean": NaN,
+      "pr_median": NaN,
+      "hoyer_mean": 0.6365331411361694,
+      "eff_dim_mean": 0.6365330219268799,
+      "topk_energy": {
+        "1": 0.06396312266588211,
+        "5": 0.2606302499771118,
+        "10": 0.41602620482444763,
+        "25": 0.7233495712280273
+      },
+      "gamma_raw": 0.07401160895824432,
+      "gamma_active": {
+        "1e-08": 0.07423581182956696,
+        "1e-07": 0.07423581182956696,
+        "1e-06": 0.07438528537750244,
+        "1e-05": 0.07401876151561737,
+        "0.0001": 0.07508758455514908
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.10050701256341148,
+        "1e-07": 0.10050701256341148,
+        "1e-06": 0.10050701256341148,
+        "1e-05": 0.10050701256341148,
+        "0.0001": 0.10050701256341148
+      }
+    },
+    {
+      "layer": 4,
+      "mean_norm": 0.001578850788064301,
+      "median_norm": 0.0015870780916884542,
+      "max_norm": 0.002779713599011302,
+      "min_norm": 5.723388749696509e-14,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.99609375,
+        "1e-06": 0.990234375,
+        "1e-05": 0.974609375,
+        "0.0001": 0.94921875
+      },
+      "log_norms_percentiles": {
+        "1": -5.6378045082092285,
+        "5": -4.055647373199463,
+        "10": -3.0965394973754883,
+        "25": -2.839184522628784,
+        "50": -2.799306869506836,
+        "75": -2.746433734893799,
+        "90": -2.623314380645752,
+        "95": -2.5929296016693115,
+        "99": -2.5730621814727783
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        2,
+        1,
+        0,
+        0,
+        0,
+        2,
+        4,
+        0,
+        5,
+        0,
+        5,
+        1,
+        4,
+        1,
+        3,
+        5,
+        8,
+        16,
+        285,
+        168
+      ],
+      "log_norms_bin_edges": [
+        -13.24234676361084,
+        -13.028619766235352,
+        -12.814892768859863,
+        -12.601165771484375,
+        -12.387438774108887,
+        -12.173711776733398,
+        -11.95998477935791,
+        -11.746257781982422,
+        -11.53253173828125,
+        -11.318803787231445,
+        -11.105077743530273,
+        -10.891350746154785,
+        -10.677623748779297,
+        -10.463896751403809,
+        -10.25016975402832,
+        -10.036442756652832,
+        -9.822715759277344,
+        -9.608988761901855,
+        -9.395261764526367,
+        -9.181534767150879,
+        -8.96780776977539,
+        -8.754081726074219,
+        -8.540353775024414,
+        -8.326627731323242,
+        -8.112899780273438,
+        -7.899173259735107,
+        -7.685446262359619,
+        -7.471719264984131,
+        -7.257992744445801,
+        -7.0442657470703125,
+        -6.830538749694824,
+        -6.616811752319336,
+        -6.403084754943848,
+        -6.189357757568359,
+        -5.975630760192871,
+        -5.761903762817383,
+        -5.5481767654418945,
+        -5.3344502449035645,
+        -5.120722770690918,
+        -4.90699577331543,
+        -4.693268775939941,
+        -4.4795427322387695,
+        -4.265815734863281,
+        -4.052088737487793,
+        -3.8383617401123047,
+        -3.6246347427368164,
+        -3.410907745361328,
+        -3.19718074798584,
+        -2.9834537506103516,
+        -2.7697267532348633,
+        -2.555999994277954
+      ],
+      "r_inf_mean": 0.250883549451828,
+      "r_inf_median": 0.2449640929698944,
+      "pr_mean": NaN,
+      "pr_median": NaN,
+      "hoyer_mean": 0.637553334236145,
+      "eff_dim_mean": 0.6375532746315002,
+      "topk_energy": {
+        "1": 0.06396772712469101,
+        "5": 0.26079338788986206,
+        "10": 0.4156342148780823,
+        "25": 0.7230592966079712
+      },
+      "gamma_raw": 0.035461075603961945,
+      "gamma_active": {
+        "1e-08": 0.03537977114319801,
+        "1e-07": 0.03537977114319801,
+        "1e-06": 0.035652536898851395,
+        "1e-05": 0.03563627228140831,
+        "0.0001": 0.036148227751255035
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.04056952323522289,
+        "1e-07": 0.04056952323522289,
+        "1e-06": 0.04056952323522289,
+        "1e-05": 0.04056952323522289,
+        "0.0001": 0.04056952323522289
+      }
+    },
+    {
+      "layer": 5,
+      "mean_norm": 0.001576357171870768,
+      "median_norm": 0.0015878068516030908,
+      "max_norm": 0.0027691232971847057,
+      "min_norm": 5.4971913116376794e-14,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.99609375,
+        "1e-06": 0.990234375,
+        "1e-05": 0.974609375,
+        "0.0001": 0.94921875
+      },
+      "log_norms_percentiles": {
+        "1": -5.636692523956299,
+        "5": -4.058103561401367,
+        "10": -3.098578929901123,
+        "25": -2.839789867401123,
+        "50": -2.799041509628296,
+        "75": -2.7471446990966797,
+        "90": -2.621488332748413,
+        "95": -2.592961549758911,
+        "99": -2.5719950199127197
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        2,
+        1,
+        0,
+        0,
+        0,
+        2,
+        4,
+        0,
+        5,
+        0,
+        5,
+        1,
+        4,
+        1,
+        3,
+        5,
+        8,
+        16,
+        284,
+        169
+      ],
+      "log_norms_bin_edges": [
+        -13.259859085083008,
+        -13.045815467834473,
+        -12.831770896911621,
+        -12.617727279663086,
+        -12.403682708740234,
+        -12.1896390914917,
+        -11.975594520568848,
+        -11.761550903320312,
+        -11.547506332397461,
+        -11.333462715148926,
+        -11.11941909790039,
+        -10.905374526977539,
+        -10.691330909729004,
+        -10.477286338806152,
+        -10.263242721557617,
+        -10.049198150634766,
+        -9.83515453338623,
+        -9.621110916137695,
+        -9.407066345214844,
+        -9.193021774291992,
+        -8.978978157043457,
+        -8.764934539794922,
+        -8.55088996887207,
+        -8.336846351623535,
+        -8.122802734375,
+        -7.908758163452148,
+        -7.694714069366455,
+        -7.480669975280762,
+        -7.266626358032227,
+        -7.052582263946533,
+        -6.83853816986084,
+        -6.6244940757751465,
+        -6.410449981689453,
+        -6.19640588760376,
+        -5.982361793518066,
+        -5.768317699432373,
+        -5.55427360534668,
+        -5.3402299880981445,
+        -5.126185417175293,
+        -4.912141799926758,
+        -4.698097229003906,
+        -4.484053611755371,
+        -4.270009994506836,
+        -4.055965423583984,
+        -3.841921806335449,
+        -3.6278772354125977,
+        -3.4138336181640625,
+        -3.199789047241211,
+        -2.985745429992676,
+        -2.7717018127441406,
+        -2.5576577186584473
+      ],
+      "r_inf_mean": 0.25077736377716064,
+      "r_inf_median": 0.2452044039964676,
+      "pr_mean": NaN,
+      "pr_median": NaN,
+      "hoyer_mean": 0.6377048492431641,
+      "eff_dim_mean": 0.6377048492431641,
+      "topk_energy": {
+        "1": 0.06389205902814865,
+        "5": 0.2613905966281891,
+        "10": 0.41602951288223267,
+        "25": 0.7230194807052612
+      },
+      "gamma_raw": 0.05485357716679573,
+      "gamma_active": {
+        "1e-08": 0.054925017058849335,
+        "1e-07": 0.054925017058849335,
+        "1e-06": 0.05512819066643715,
+        "1e-05": 0.05513647198677063,
+        "0.0001": 0.055629052221775055
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.0583277061369115,
+        "1e-07": 0.0583277061369115,
+        "1e-06": 0.0583277061369115,
+        "1e-05": 0.0583277061369115,
+        "0.0001": 0.0583277061369115
+      }
+    },
+    {
+      "layer": 6,
+      "mean_norm": 0.0015737027861177921,
+      "median_norm": 0.00158563198056072,
+      "max_norm": 0.002765227574855089,
+      "min_norm": 5.402908074278803e-14,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.99609375,
+        "1e-06": 0.990234375,
+        "1e-05": 0.974609375,
+        "0.0001": 0.94921875
+      },
+      "log_norms_percentiles": {
+        "1": -5.636329650878906,
+        "5": -4.057345390319824,
+        "10": -3.0992369651794434,
+        "25": -2.8404672145843506,
+        "50": -2.7997238636016846,
+        "75": -2.748805522918701,
+        "90": -2.6215813159942627,
+        "95": -2.592430353164673,
+        "99": -2.573193311691284
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        2,
+        1,
+        0,
+        0,
+        0,
+        2,
+        4,
+        0,
+        5,
+        0,
+        5,
+        1,
+        4,
+        1,
+        3,
+        5,
+        8,
+        16,
+        287,
+        166
+      ],
+      "log_norms_bin_edges": [
+        -13.267372131347656,
+        -13.053190231323242,
+        -12.839008331298828,
+        -12.624826431274414,
+        -12.410643577575684,
+        -12.19646167755127,
+        -11.982279777526855,
+        -11.768097877502441,
+        -11.553915977478027,
+        -11.339734077453613,
+        -11.125551223754883,
+        -10.911369323730469,
+        -10.697187423706055,
+        -10.48300552368164,
+        -10.268823623657227,
+        -10.054641723632812,
+        -9.840459823608398,
+        -9.626276969909668,
+        -9.412095069885254,
+        -9.19791316986084,
+        -8.983731269836426,
+        -8.769548416137695,
+        -8.555366516113281,
+        -8.341184616088867,
+        -8.127002716064453,
+        -7.912820816040039,
+        -7.698638916015625,
+        -7.484457015991211,
+        -7.270274639129639,
+        -7.056092739105225,
+        -6.8419108390808105,
+        -6.627728462219238,
+        -6.413546562194824,
+        -6.19936466217041,
+        -5.985182285308838,
+        -5.771000385284424,
+        -5.55681848526001,
+        -5.3426361083984375,
+        -5.128454208374023,
+        -4.914272308349609,
+        -4.700090408325195,
+        -4.485908508300781,
+        -4.271725654602051,
+        -4.057543754577637,
+        -3.8433618545532227,
+        -3.6291799545288086,
+        -3.4149980545043945,
+        -3.2008161544799805,
+        -2.98663330078125,
+        -2.772451400756836,
+        -2.5582690238952637
+      ],
+      "r_inf_mean": 0.2508494257926941,
+      "r_inf_median": 0.2456825226545334,
+      "pr_mean": NaN,
+      "pr_median": NaN,
+      "hoyer_mean": 0.6373716592788696,
+      "eff_dim_mean": 0.6373716592788696,
+      "topk_energy": {
+        "1": 0.0639113038778305,
+        "5": 0.2614899277687073,
+        "10": 0.416392982006073,
+        "25": 0.7236509919166565
+      },
+      "gamma_raw": 0.044606782495975494,
+      "gamma_active": {
+        "1e-08": 0.04472311586141586,
+        "1e-07": 0.04472311586141586,
+        "1e-06": 0.04495822265744209,
+        "1e-05": 0.045065443962812424,
+        "0.0001": 0.04538236930966377
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.06216703408012688,
+        "1e-07": 0.06216703408012688,
+        "1e-06": 0.06216703408012688,
+        "1e-05": 0.06216703408012688,
+        "0.0001": 0.06216703408012688
+      }
+    },
+    {
+      "layer": 7,
+      "mean_norm": 0.0015723470132797956,
+      "median_norm": 0.00158548797480762,
+      "max_norm": 0.002766449237242341,
+      "min_norm": 5.3184792182282836e-14,
+      "support": {
+        "1e-08": 0.99609375,
+        "1e-07": 0.99609375,
+        "1e-06": 0.990234375,
+        "1e-05": 0.974609375,
+        "0.0001": 0.94921875
+      },
+      "log_norms_percentiles": {
+        "1": -5.638453483581543,
+        "5": -4.060413837432861,
+        "10": -3.101661443710327,
+        "25": -2.8403329849243164,
+        "50": -2.7997944355010986,
+        "75": -2.7503182888031006,
+        "90": -2.6216723918914795,
+        "95": -2.5920419692993164,
+        "99": -2.572660207748413
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        0,
+        1,
+        0,
+        0,
+        0,
+        0,
+        0,
+        2,
+        1,
+        0,
+        0,
+        0,
+        2,
+        4,
+        0,
+        5,
+        0,
+        5,
+        1,
+        4,
+        1,
+        3,
+        5,
+        8,
+        16,
+        290,
+        163
+      ],
+      "log_norms_bin_edges": [
+        -13.274212837219238,
+        -13.059889793395996,
+        -12.84556770324707,
+        -12.631244659423828,
+        -12.416921615600586,
+        -12.20259952545166,
+        -11.988276481628418,
+        -11.773954391479492,
+        -11.55963134765625,
+        -11.345308303833008,
+        -11.130985260009766,
+        -10.91666316986084,
+        -10.702340126037598,
+        -10.488018035888672,
+        -10.27369499206543,
+        -10.059371948242188,
+        -9.845049858093262,
+        -9.63072681427002,
+        -9.416404724121094,
+        -9.202081680297852,
+        -8.98775863647461,
+        -8.773435592651367,
+        -8.559113502502441,
+        -8.344791412353516,
+        -8.130468368530273,
+        -7.916145324707031,
+        -7.701822757720947,
+        -7.487499713897705,
+        -7.273177146911621,
+        -7.058854579925537,
+        -6.844532012939453,
+        -6.630208969116211,
+        -6.415886402130127,
+        -6.201563835144043,
+        -5.987240791320801,
+        -5.772918224334717,
+        -5.558595657348633,
+        -5.344273090362549,
+        -5.129950523376465,
+        -4.915627479553223,
+        -4.7013044357299805,
+        -4.486982345581055,
+        -4.2726593017578125,
+        -4.05833625793457,
+        -3.8440141677856445,
+        -3.6296911239624023,
+        -3.4153690338134766,
+        -3.2010459899902344,
+        -2.986722946166992,
+        -2.7724008560180664,
+        -2.558077335357666
+      ],
+      "r_inf_mean": 0.2511153519153595,
+      "r_inf_median": 0.24565602838993073,
+      "pr_mean": NaN,
+      "pr_median": NaN,
+      "hoyer_mean": 0.6372654438018799,
+      "eff_dim_mean": 0.6372654438018799,
+      "topk_energy": {
+        "1": 0.06402918696403503,
+        "5": 0.2617356479167938,
+        "10": 0.4167100191116333,
+        "25": 0.7239378094673157
+      },
+      "gamma_raw": 0.09953433275222778,
+      "gamma_active": {
+        "1e-08": 0.09964214265346527,
+        "1e-07": 0.09964214265346527,
+        "1e-06": 0.10008937865495682,
+        "1e-05": 0.10055326670408249,
+        "0.0001": 0.10152729600667953
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.12437174017658459,
+        "1e-07": 0.12437174017658459,
+        "1e-06": 0.12437174017658459,
+        "1e-05": 0.12437174017658459,
+        "0.0001": 0.12437174017658459
+      }
+    }
+  ]
+}
\ No newline at end of file
-- 
cgit v1.2.3