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

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

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

1 files changed, 640 insertions, 0 deletions

diff --git a/results/confirmatory/clean_sparsity/synth_dfa_s789_a1.0_L4.json b/results/confirmatory/clean_sparsity/synth_dfa_s789_a1.0_L4.json
new file mode 100644
index 0000000..91f000a
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_dfa_s789_a1.0_L4.json
@@ -0,0 +1,640 @@
+{
+  "dataset": "synth",
+  "method": "dfa",
+  "seed": 789,
+  "alpha": 1.0,
+  "depth": 4,
+  "batch": 512,
+  "loss": 9.551992416381836,
+  "acc": 0.1328125,
+  "per_layer": [
+    {
+      "layer": 0,
+      "mean_norm": 0.017817877233028412,
+      "median_norm": 0.018319718539714813,
+      "max_norm": 0.05688602477312088,
+      "min_norm": 2.9995746899658116e-06,
+      "support": {
+        "1e-08": 1.0,
+        "1e-07": 1.0,
+        "1e-06": 1.0,
+        "1e-05": 0.99609375,
+        "0.0001": 0.97265625
+      },
+      "log_norms_percentiles": {
+        "1": -4.795566558837891,
+        "5": -3.507547616958618,
+        "10": -2.2090487480163574,
+        "25": -1.8327841758728027,
+        "50": -1.7370219230651855,
+        "75": -1.65134859085083,
+        "90": -1.5807504653930664,
+        "95": -1.5436553955078125,
+        "99": -1.4413363933563232
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        1,
+        2,
+        1,
+        1,
+        1,
+        0,
+        2,
+        1,
+        1,
+        0,
+        2,
+        0,
+        4,
+        1,
+        2,
+        2,
+        2,
+        4,
+        1,
+        4,
+        1,
+        1,
+        1,
+        0,
+        0,
+        1,
+        3,
+        3,
+        1,
+        3,
+        2,
+        0,
+        2,
+        5,
+        9,
+        9,
+        45,
+        99,
+        145,
+        90,
+        46,
+        7,
+        4,
+        1
+      ],
+      "log_norms_bin_edges": [
+        -5.522940635681152,
+        -5.437381744384766,
+        -5.351822853088379,
+        -5.266263961791992,
+        -5.1807050704956055,
+        -5.095146179199219,
+        -5.009587287902832,
+        -4.924028396606445,
+        -4.838469505310059,
+        -4.752910614013672,
+        -4.667351245880127,
+        -4.58179235458374,
+        -4.4962334632873535,
+        -4.410674571990967,
+        -4.32511568069458,
+        -4.239556789398193,
+        -4.153997898101807,
+        -4.06843900680542,
+        -3.982880115509033,
+        -3.8973212242126465,
+        -3.8117623329162598,
+        -3.726203441619873,
+        -3.6406443119049072,
+        -3.5550854206085205,
+        -3.469526529312134,
+        -3.383967638015747,
+        -3.2984087467193604,
+        -3.2128498554229736,
+        -3.127290725708008,
+        -3.041731834411621,
+        -2.9561729431152344,
+        -2.8706140518188477,
+        -2.785055160522461,
+        -2.699496269226074,
+        -2.6139373779296875,
+        -2.528378486633301,
+        -2.442819595336914,
+        -2.3572604656219482,
+        -2.2717015743255615,
+        -2.186142683029175,
+        -2.100583791732788,
+        -2.0150249004364014,
+        -1.9294660091400146,
+        -1.843907117843628,
+        -1.758347988128662,
+        -1.6727890968322754,
+        -1.5872302055358887,
+        -1.501671314239502,
+        -1.4161124229431152,
+        -1.3305535316467285,
+        -1.2449945211410522
+      ],
+      "r_inf_mean": 0.3297843337059021,
+      "r_inf_median": 0.3209940195083618,
+      "pr_mean": 0.1888091266155243,
+      "pr_median": 0.18874242901802063,
+      "hoyer_mean": 0.4595594108104706,
+      "eff_dim_mean": 0.4595593810081482,
+      "topk_energy": {
+        "1": 0.11119898408651352,
+        "5": 0.4058247208595276,
+        "10": 0.5945897102355957,
+        "25": 0.8684347867965698
+      },
+      "gamma_raw": -0.01682954654097557,
+      "gamma_active": {
+        "1e-08": -0.01682954654097557,
+        "1e-07": -0.01682954654097557,
+        "1e-06": -0.01682954654097557,
+        "1e-05": -0.016538551077246666,
+        "0.0001": -0.015366017818450928
+      },
+      "gamma_energy_weighted": {
+        "1e-08": -0.008297840887037949,
+        "1e-07": -0.008297840887037949,
+        "1e-06": -0.008297840887037949,
+        "1e-05": -0.008297840887037949,
+        "0.0001": -0.008297840887037949
+      }
+    },
+    {
+      "layer": 1,
+      "mean_norm": 0.002017462160438299,
+      "median_norm": 0.0021811919286847115,
+      "max_norm": 0.004820630419999361,
+      "min_norm": 3.7883120285187033e-07,
+      "support": {
+        "1e-08": 1.0,
+        "1e-07": 1.0,
+        "1e-06": 0.99609375,
+        "1e-05": 0.9765625,
+        "0.0001": 0.927734375
+      },
+      "log_norms_percentiles": {
+        "1": -5.778478622436523,
+        "5": -4.481434345245361,
+        "10": -3.1368236541748047,
+        "25": -2.708005428314209,
+        "50": -2.6612887382507324,
+        "75": -2.619462013244629,
+        "90": -2.5735490322113037,
+        "95": -2.549795389175415,
+        "99": -2.487616777420044
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        1,
+        0,
+        0,
+        2,
+        2,
+        0,
+        0,
+        1,
+        3,
+        0,
+        1,
+        1,
+        0,
+        0,
+        3,
+        1,
+        3,
+        1,
+        3,
+        0,
+        4,
+        2,
+        2,
+        0,
+        5,
+        1,
+        0,
+        0,
+        0,
+        0,
+        3,
+        2,
+        1,
+        5,
+        1,
+        2,
+        1,
+        5,
+        6,
+        7,
+        5,
+        29,
+        205,
+        167,
+        32,
+        3,
+        1
+      ],
+      "log_norms_bin_edges": [
+        -6.421554088592529,
+        -6.339460849761963,
+        -6.2573676109313965,
+        -6.17527437210083,
+        -6.093181610107422,
+        -6.0110883712768555,
+        -5.928995132446289,
+        -5.846901893615723,
+        -5.764808654785156,
+        -5.68271541595459,
+        -5.600622177124023,
+        -5.518529415130615,
+        -5.436436176300049,
+        -5.354342937469482,
+        -5.272249698638916,
+        -5.19015645980835,
+        -5.108063697814941,
+        -5.025970458984375,
+        -4.943877220153809,
+        -4.861783981323242,
+        -4.779690742492676,
+        -4.697597503662109,
+        -4.615504264831543,
+        -4.533411026000977,
+        -4.451318264007568,
+        -4.369225025177002,
+        -4.2871317863464355,
+        -4.205038547515869,
+        -4.122945785522461,
+        -4.0408525466918945,
+        -3.958759069442749,
+        -3.8766660690307617,
+        -3.7945728302001953,
+        -3.712479591369629,
+        -3.6303865909576416,
+        -3.548293352127075,
+        -3.466200113296509,
+        -3.3841071128845215,
+        -3.302013874053955,
+        -3.2199206352233887,
+        -3.1378273963928223,
+        -3.055734395980835,
+        -2.9736411571502686,
+        -2.891547918319702,
+        -2.809454917907715,
+        -2.7273616790771484,
+        -2.645268440246582,
+        -2.5631754398345947,
+        -2.4810822010040283,
+        -2.398989200592041,
+        -2.3168962001800537
+      ],
+      "r_inf_mean": 0.28430747985839844,
+      "r_inf_median": 0.2758317291736603,
+      "pr_mean": 0.28912633657455444,
+      "pr_median": 0.2916015684604645,
+      "hoyer_mean": 0.6079657077789307,
+      "eff_dim_mean": 0.6079657077789307,
+      "topk_energy": {
+        "1": 0.08306471258401871,
+        "5": 0.3059839904308319,
+        "10": 0.4614958167076111,
+        "25": 0.7472734451293945
+      },
+      "gamma_raw": 0.04272165894508362,
+      "gamma_active": {
+        "1e-08": 0.04272165894508362,
+        "1e-07": 0.04272165894508362,
+        "1e-06": 0.04263946786522865,
+        "1e-05": 0.042759042233228683,
+        "0.0001": 0.04325506091117859
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.048234007565165375,
+        "1e-07": 0.048234007565165375,
+        "1e-06": 0.048234007565165375,
+        "1e-05": 0.048234007565165375,
+        "0.0001": 0.048234007565165375
+      }
+    },
+    {
+      "layer": 2,
+      "mean_norm": 0.0016403461340814829,
+      "median_norm": 0.0018448614282533526,
+      "max_norm": 0.002238019136711955,
+      "min_norm": 3.365733789451042e-07,
+      "support": {
+        "1e-08": 1.0,
+        "1e-07": 1.0,
+        "1e-06": 0.994140625,
+        "1e-05": 0.97265625,
+        "0.0001": 0.927734375
+      },
+      "log_norms_percentiles": {
+        "1": -5.813933849334717,
+        "5": -4.583297252655029,
+        "10": -3.300801992416382,
+        "25": -2.784433364868164,
+        "50": -2.733978271484375,
+        "75": -2.7045297622680664,
+        "90": -2.686995506286621,
+        "95": -2.679331064224243,
+        "99": -2.6587085723876953
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        2,
+        1,
+        1,
+        0,
+        0,
+        1,
+        3,
+        1,
+        0,
+        1,
+        0,
+        0,
+        2,
+        2,
+        3,
+        1,
+        3,
+        1,
+        3,
+        2,
+        1,
+        1,
+        1,
+        4,
+        0,
+        1,
+        0,
+        0,
+        0,
+        2,
+        2,
+        2,
+        2,
+        5,
+        1,
+        1,
+        4,
+        3,
+        8,
+        4,
+        9,
+        19,
+        184,
+        229
+      ],
+      "log_norms_bin_edges": [
+        -6.4729204177856445,
+        -6.396464824676514,
+        -6.320009231567383,
+        -6.243553161621094,
+        -6.167097568511963,
+        -6.090641975402832,
+        -6.014186382293701,
+        -5.93773078918457,
+        -5.861274719238281,
+        -5.78481912612915,
+        -5.7083635330200195,
+        -5.631907939910889,
+        -5.555452346801758,
+        -5.478996276855469,
+        -5.402541160583496,
+        -5.326085090637207,
+        -5.249629497528076,
+        -5.173173904418945,
+        -5.096717834472656,
+        -5.020262718200684,
+        -4.9438066482543945,
+        -4.867351055145264,
+        -4.790895462036133,
+        -4.714439868927002,
+        -4.637984275817871,
+        -4.561528205871582,
+        -4.485072612762451,
+        -4.40861701965332,
+        -4.3321614265441895,
+        -4.255705833435059,
+        -4.1792497634887695,
+        -4.102794170379639,
+        -4.026338577270508,
+        -3.949882984161377,
+        -3.873427152633667,
+        -3.796971559524536,
+        -3.720515727996826,
+        -3.6440601348876953,
+        -3.5676045417785645,
+        -3.4911487102508545,
+        -3.4146931171417236,
+        -3.3382375240325928,
+        -3.261781692504883,
+        -3.185326099395752,
+        -3.108870506286621,
+        -3.032414674758911,
+        -2.9559590816497803,
+        -2.8795032501220703,
+        -2.8030476570129395,
+        -2.7265920639038086,
+        -2.6501362323760986
+      ],
+      "r_inf_mean": 0.25181084871292114,
+      "r_inf_median": 0.25030332803726196,
+      "pr_mean": 0.3463799059391022,
+      "pr_median": 0.3375723659992218,
+      "hoyer_mean": 0.6409264206886292,
+      "eff_dim_mean": 0.6409263610839844,
+      "topk_energy": {
+        "1": 0.06450784206390381,
+        "5": 0.25956159830093384,
+        "10": 0.41499820351600647,
+        "25": 0.7161440849304199
+      },
+      "gamma_raw": 0.007911751978099346,
+      "gamma_active": {
+        "1e-08": 0.007911751978099346,
+        "1e-07": 0.007911751978099346,
+        "1e-06": 0.007992004975676537,
+        "1e-05": 0.008006745018064976,
+        "0.0001": 0.008194154128432274
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.008516579702229906,
+        "1e-07": 0.008516579702229906,
+        "1e-06": 0.008516579702229906,
+        "1e-05": 0.008516579702229906,
+        "0.0001": 0.008516579702229906
+      }
+    },
+    {
+      "layer": 3,
+      "mean_norm": 0.0016368041979148984,
+      "median_norm": 0.0018420120468363166,
+      "max_norm": 0.0022480995394289494,
+      "min_norm": 3.3761105555640825e-07,
+      "support": {
+        "1e-08": 1.0,
+        "1e-07": 1.0,
+        "1e-06": 0.994140625,
+        "1e-05": 0.97265625,
+        "0.0001": 0.927734375
+      },
+      "log_norms_percentiles": {
+        "1": -5.8142571449279785,
+        "5": -4.583332538604736,
+        "10": -3.3024630546569824,
+        "25": -2.7868165969848633,
+        "50": -2.734593391418457,
+        "75": -2.7057993412017822,
+        "90": -2.6870784759521484,
+        "95": -2.679666042327881,
+        "99": -2.661677598953247
+      },
+      "log_norms_histogram": [
+        1,
+        0,
+        0,
+        0,
+        1,
+        0,
+        2,
+        1,
+        1,
+        0,
+        0,
+        1,
+        3,
+        1,
+        0,
+        1,
+        0,
+        0,
+        2,
+        2,
+        3,
+        1,
+        3,
+        1,
+        3,
+        2,
+        1,
+        1,
+        1,
+        4,
+        0,
+        1,
+        0,
+        0,
+        0,
+        2,
+        2,
+        2,
+        2,
+        5,
+        1,
+        1,
+        4,
+        3,
+        8,
+        5,
+        9,
+        19,
+        193,
+        219
+      ],
+      "log_norms_bin_edges": [
+        -6.471583366394043,
+        -6.395115375518799,
+        -6.318647384643555,
+        -6.2421793937683105,
+        -6.165711402893066,
+        -6.089243412017822,
+        -6.012775421142578,
+        -5.936307430267334,
+        -5.85983943939209,
+        -5.783371448516846,
+        -5.706903457641602,
+        -5.630435466766357,
+        -5.553967475891113,
+        -5.477499485015869,
+        -5.401031494140625,
+        -5.324563980102539,
+        -5.248095512390137,
+        -5.171627998352051,
+        -5.095159530639648,
+        -5.0186920166015625,
+        -4.94222354888916,
+        -4.865756034851074,
+        -4.78928804397583,
+        -4.712820053100586,
+        -4.636352062225342,
+        -4.559884071350098,
+        -4.4834160804748535,
+        -4.406948089599609,
+        -4.330480098724365,
+        -4.254012107849121,
+        -4.177544116973877,
+        -4.101076126098633,
+        -4.024608135223389,
+        -3.9481401443481445,
+        -3.8716721534729004,
+        -3.7952041625976562,
+        -3.718736171722412,
+        -3.642268180847168,
+        -3.565800189971924,
+        -3.4893321990966797,
+        -3.4128642082214355,
+        -3.3363964557647705,
+        -3.2599284648895264,
+        -3.1834604740142822,
+        -3.106992483139038,
+        -3.030524492263794,
+        -2.95405650138855,
+        -2.8775885105133057,
+        -2.8011205196380615,
+        -2.7246525287628174,
+        -2.6481845378875732
+      ],
+      "r_inf_mean": 0.2515701651573181,
+      "r_inf_median": 0.25022217631340027,
+      "pr_mean": 0.3465033173561096,
+      "pr_median": 0.33574363589286804,
+      "hoyer_mean": 0.6412702798843384,
+      "eff_dim_mean": 0.6412702798843384,
+      "topk_energy": {
+        "1": 0.06439102441072464,
+        "5": 0.2597099542617798,
+        "10": 0.4144821763038635,
+        "25": 0.7162747383117676
+      },
+      "gamma_raw": 0.012486713007092476,
+      "gamma_active": {
+        "1e-08": 0.012486713007092476,
+        "1e-07": 0.012486713007092476,
+        "1e-06": 0.01245160959661007,
+        "1e-05": 0.01237533614039421,
+        "0.0001": 0.012531396001577377
+      },
+      "gamma_energy_weighted": {
+        "1e-08": 0.012642368266630285,
+        "1e-07": 0.012642368266630285,
+        "1e-06": 0.012642368266630285,
+        "1e-05": 0.012642368266630285,
+        "0.0001": 0.012642368266630285
+      }
+    }
+  ]
+}
\ No newline at end of file