summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_dfa_s789_a0.0_L4.json
diff options
context:
space:
mode:
authorYurenHao0426 <Blackhao0426@gmail.com>2026-04-01 13:12:25 -0500
committerYurenHao0426 <Blackhao0426@gmail.com>2026-04-01 13:12:25 -0500
commitb9a218c01ee101654a788adf1a3fd5c4ec846b11 (patch)
tree3fec84e66f55ec1e859c2c515ec520732c3eae0e /results/confirmatory/clean_sparsity/synth_dfa_s789_a0.0_L4.json
parentcbeb4d6292f5d19a313ddfc7d37707a7f5f33fef (diff)
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>
Diffstat (limited to 'results/confirmatory/clean_sparsity/synth_dfa_s789_a0.0_L4.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_dfa_s789_a0.0_L4.json640
1 files changed, 640 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_dfa_s789_a0.0_L4.json b/results/confirmatory/clean_sparsity/synth_dfa_s789_a0.0_L4.json
new file mode 100644
index 0000000..9360bb2
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_dfa_s789_a0.0_L4.json
@@ -0,0 +1,640 @@
+{
+ "dataset": "synth",
+ "method": "dfa",
+ "seed": 789,
+ "alpha": 0.0,
+ "depth": 4,
+ "batch": 512,
+ "loss": 75.45832824707031,
+ "acc": 0.140625,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.13479340076446533,
+ "median_norm": 0.13406217098236084,
+ "max_norm": 0.451298326253891,
+ "min_norm": 0.0,
+ "support": {
+ "1e-08": 0.90625,
+ "1e-07": 0.896484375,
+ "1e-06": 0.888671875,
+ "1e-05": 0.884765625,
+ "0.0001": 0.875
+ },
+ "log_norms_percentiles": {
+ "1": -30.0,
+ "5": -15.460413932800293,
+ "10": -7.505300521850586,
+ "25": -1.0408661365509033,
+ "50": -0.8726828098297119,
+ "75": -0.7456387281417847,
+ "90": -0.6337569355964661,
+ "95": -0.5662393569946289,
+ "99": -0.4740658104419708
+ },
+ "log_norms_histogram": [
+ 15,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 2,
+ 2,
+ 2,
+ 2,
+ 0,
+ 3,
+ 2,
+ 1,
+ 1,
+ 2,
+ 1,
+ 1,
+ 2,
+ 2,
+ 1,
+ 4,
+ 2,
+ 5,
+ 0,
+ 3,
+ 2,
+ 1,
+ 4,
+ 1,
+ 4,
+ 1,
+ 1,
+ 0,
+ 128,
+ 314
+ ],
+ "log_norms_bin_edges": [
+ -30.0,
+ -29.406909942626953,
+ -28.81382179260254,
+ -28.220731735229492,
+ -27.627643585205078,
+ -27.03455352783203,
+ -26.441463470458984,
+ -25.84837532043457,
+ -25.255285263061523,
+ -24.66219711303711,
+ -24.069107055664062,
+ -23.476016998291016,
+ -22.8829288482666,
+ -22.289838790893555,
+ -21.69675064086914,
+ -21.103660583496094,
+ -20.510570526123047,
+ -19.917482376098633,
+ -19.32439422607422,
+ -18.731304168701172,
+ -18.138214111328125,
+ -17.545124053955078,
+ -16.952035903930664,
+ -16.35894775390625,
+ -15.765857696533203,
+ -15.172767639160156,
+ -14.579678535461426,
+ -13.986589431762695,
+ -13.393499374389648,
+ -12.800411224365234,
+ -12.207321166992188,
+ -11.614233016967773,
+ -11.021142959594727,
+ -10.42805290222168,
+ -9.834964752197266,
+ -9.241874694824219,
+ -8.648786544799805,
+ -8.055696487426758,
+ -7.462606430053711,
+ -6.869518280029297,
+ -6.27642822265625,
+ -5.683340072631836,
+ -5.090250015258789,
+ -4.497159957885742,
+ -3.904071807861328,
+ -3.3109817504882812,
+ -2.717893600463867,
+ -2.1248035430908203,
+ -1.5317153930664062,
+ -0.9386253356933594,
+ -0.3455362915992737
+ ],
+ "r_inf_mean": 65509.9140625,
+ "r_inf_median": 0.24293501675128937,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 11223552753664.0,
+ "eff_dim_mean": NaN,
+ "topk_energy": {
+ "1": NaN,
+ "5": NaN,
+ "10": NaN,
+ "25": NaN
+ },
+ "gamma_raw": -0.034584708511829376,
+ "gamma_active": {
+ "1e-08": -0.038113173097372055,
+ "1e-07": -0.03769782558083534,
+ "1e-06": -0.03780205547809601,
+ "1e-05": -0.0380517803132534,
+ "0.0001": -0.03893069177865982
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.04667017906666112,
+ "1e-07": -0.04667017906666112,
+ "1e-06": -0.04667017906666112,
+ "1e-05": -0.04667017906666112,
+ "0.0001": -0.04667017906666112
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.008149571716785431,
+ "median_norm": 0.00807967595756054,
+ "max_norm": 0.03001881018280983,
+ "min_norm": 0.0,
+ "support": {
+ "1e-08": 0.896484375,
+ "1e-07": 0.88671875,
+ "1e-06": 0.884765625,
+ "1e-05": 0.873046875,
+ "0.0001": 0.865234375
+ },
+ "log_norms_percentiles": {
+ "1": -30.0,
+ "5": -16.71837615966797,
+ "10": -8.760513305664062,
+ "25": -2.2861857414245605,
+ "50": -2.0921924114227295,
+ "75": -1.9525370597839355,
+ "90": -1.8462755680084229,
+ "95": -1.7764555215835571,
+ "99": -1.6916203498840332
+ },
+ "log_norms_histogram": [
+ 17,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 3,
+ 2,
+ 1,
+ 1,
+ 2,
+ 0,
+ 3,
+ 2,
+ 2,
+ 1,
+ 1,
+ 1,
+ 2,
+ 1,
+ 2,
+ 1,
+ 2,
+ 4,
+ 3,
+ 2,
+ 0,
+ 4,
+ 2,
+ 0,
+ 4,
+ 3,
+ 2,
+ 2,
+ 0,
+ 2,
+ 184,
+ 256
+ ],
+ "log_norms_bin_edges": [
+ -30.0,
+ -29.430452346801758,
+ -28.860904693603516,
+ -28.291357040405273,
+ -27.72180938720703,
+ -27.152259826660156,
+ -26.582712173461914,
+ -26.013164520263672,
+ -25.44361686706543,
+ -24.874069213867188,
+ -24.304521560668945,
+ -23.734973907470703,
+ -23.165424346923828,
+ -22.59587860107422,
+ -22.026329040527344,
+ -21.4567813873291,
+ -20.88723373413086,
+ -20.317686080932617,
+ -19.748138427734375,
+ -19.1785888671875,
+ -18.60904312133789,
+ -18.039493560791016,
+ -17.469945907592773,
+ -16.90039825439453,
+ -16.33085060119629,
+ -15.761302947998047,
+ -15.191755294799805,
+ -14.622206687927246,
+ -14.052659034729004,
+ -13.483110427856445,
+ -12.913562774658203,
+ -12.344015121459961,
+ -11.774467468261719,
+ -11.204919815063477,
+ -10.635372161865234,
+ -10.065824508666992,
+ -9.49627685546875,
+ -8.926727294921875,
+ -8.357179641723633,
+ -7.787631988525391,
+ -7.218084335327148,
+ -6.648536682128906,
+ -6.078989028930664,
+ -5.509441375732422,
+ -4.939891815185547,
+ -4.370344161987305,
+ -3.8007965087890625,
+ -3.2312488555908203,
+ -2.661701202392578,
+ -2.092153549194336,
+ -1.522606611251831
+ ],
+ "r_inf_mean": 28433.884765625,
+ "r_inf_median": 0.226312518119812,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 3433751904256.0,
+ "eff_dim_mean": NaN,
+ "topk_energy": {
+ "1": NaN,
+ "5": NaN,
+ "10": NaN,
+ "25": NaN
+ },
+ "gamma_raw": 0.1042163148522377,
+ "gamma_active": {
+ "1e-08": 0.11602290719747543,
+ "1e-07": 0.11626346409320831,
+ "1e-06": 0.11639419198036194,
+ "1e-05": 0.11739358305931091,
+ "0.0001": 0.11672601848840714
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.12069999446266708,
+ "1e-07": 0.12069999446266708,
+ "1e-06": 0.12069999446266708,
+ "1e-05": 0.12069999446266708,
+ "0.0001": 0.12069999446266708
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.0019351523369550705,
+ "median_norm": 0.0020350711420178413,
+ "max_norm": 0.003789688227698207,
+ "min_norm": 0.0,
+ "support": {
+ "1e-08": 0.890625,
+ "1e-07": 0.884765625,
+ "1e-06": 0.876953125,
+ "1e-05": 0.8671875,
+ "0.0001": 0.86328125
+ },
+ "log_norms_percentiles": {
+ "1": -30.0,
+ "5": -17.412588119506836,
+ "10": -9.213889122009277,
+ "25": -2.740614891052246,
+ "50": -2.691131353378296,
+ "75": -2.5933353900909424,
+ "90": -2.564124345779419,
+ "95": -2.546663999557495,
+ "99": -2.4389986991882324
+ },
+ "log_norms_histogram": [
+ 17,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 3,
+ 2,
+ 2,
+ 1,
+ 1,
+ 3,
+ 1,
+ 2,
+ 1,
+ 1,
+ 1,
+ 2,
+ 1,
+ 1,
+ 1,
+ 2,
+ 2,
+ 4,
+ 2,
+ 3,
+ 0,
+ 3,
+ 2,
+ 1,
+ 4,
+ 1,
+ 3,
+ 2,
+ 1,
+ 0,
+ 2,
+ 440
+ ],
+ "log_norms_bin_edges": [
+ -30.0,
+ -29.448427200317383,
+ -28.8968563079834,
+ -28.34528350830078,
+ -27.793712615966797,
+ -27.24213981628418,
+ -26.690567016601562,
+ -26.138996124267578,
+ -25.58742332458496,
+ -25.035850524902344,
+ -24.48427963256836,
+ -23.932706832885742,
+ -23.381134033203125,
+ -22.82956314086914,
+ -22.277990341186523,
+ -21.726417541503906,
+ -21.174846649169922,
+ -20.623275756835938,
+ -20.07170295715332,
+ -19.520130157470703,
+ -18.96855926513672,
+ -18.4169864654541,
+ -17.865413665771484,
+ -17.3138427734375,
+ -16.762269973754883,
+ -16.210697174072266,
+ -15.659126281738281,
+ -15.107553482055664,
+ -14.555981636047363,
+ -14.004409790039062,
+ -13.452836990356445,
+ -12.901266098022461,
+ -12.349693298339844,
+ -11.798120498657227,
+ -11.246549606323242,
+ -10.694976806640625,
+ -10.14340591430664,
+ -9.591833114624023,
+ -9.040260314941406,
+ -8.488689422607422,
+ -7.937116622924805,
+ -7.3855438232421875,
+ -6.833972930908203,
+ -6.282400131225586,
+ -5.730827331542969,
+ -5.179256439208984,
+ -4.627683639526367,
+ -4.076112747192383,
+ -3.5245399475097656,
+ -2.9729671478271484,
+ -2.421396493911743
+ ],
+ "r_inf_mean": 8355.763671875,
+ "r_inf_median": 0.25175243616104126,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 170356555776.0,
+ "eff_dim_mean": NaN,
+ "topk_energy": {
+ "1": NaN,
+ "5": NaN,
+ "10": NaN,
+ "25": NaN
+ },
+ "gamma_raw": 0.1420055329799652,
+ "gamma_active": {
+ "1e-08": 0.1590786874294281,
+ "1e-07": 0.15967459976673126,
+ "1e-06": 0.15968064963817596,
+ "1e-05": 0.1602020114660263,
+ "0.0001": 0.15988315641880035
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.19299228498422993,
+ "1e-07": 0.19299228498422993,
+ "1e-06": 0.19299228498422993,
+ "1e-05": 0.19299228498422993,
+ "0.0001": 0.19299228498422993
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.001849626307375729,
+ "median_norm": 0.001959160901606083,
+ "max_norm": 0.003460146486759186,
+ "min_norm": 0.0,
+ "support": {
+ "1e-08": 0.890625,
+ "1e-07": 0.884765625,
+ "1e-06": 0.876953125,
+ "1e-05": 0.8671875,
+ "0.0001": 0.86328125
+ },
+ "log_norms_percentiles": {
+ "1": -30.0,
+ "5": -17.427011489868164,
+ "10": -9.213129043579102,
+ "25": -2.747040271759033,
+ "50": -2.707918643951416,
+ "75": -2.6211328506469727,
+ "90": -2.5960121154785156,
+ "95": -2.5730960369110107,
+ "99": -2.4667532444000244
+ },
+ "log_norms_histogram": [
+ 17,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 3,
+ 2,
+ 2,
+ 2,
+ 0,
+ 3,
+ 1,
+ 2,
+ 1,
+ 1,
+ 1,
+ 2,
+ 1,
+ 1,
+ 1,
+ 2,
+ 2,
+ 4,
+ 2,
+ 3,
+ 0,
+ 3,
+ 2,
+ 1,
+ 4,
+ 1,
+ 3,
+ 2,
+ 1,
+ 0,
+ 2,
+ 440
+ ],
+ "log_norms_bin_edges": [
+ -30.0,
+ -29.44921875,
+ -28.898435592651367,
+ -28.347654342651367,
+ -27.796873092651367,
+ -27.246089935302734,
+ -26.695308685302734,
+ -26.144527435302734,
+ -25.5937442779541,
+ -25.0429630279541,
+ -24.49217987060547,
+ -23.94139862060547,
+ -23.39061737060547,
+ -22.83983612060547,
+ -22.289052963256836,
+ -21.738271713256836,
+ -21.187488555908203,
+ -20.636707305908203,
+ -20.085926055908203,
+ -19.535144805908203,
+ -18.98436164855957,
+ -18.43358039855957,
+ -17.882797241210938,
+ -17.332015991210938,
+ -16.781234741210938,
+ -16.230453491210938,
+ -15.679670333862305,
+ -15.128888130187988,
+ -14.578106880187988,
+ -14.027324676513672,
+ -13.476543426513672,
+ -12.925760269165039,
+ -12.374979019165039,
+ -11.824197769165039,
+ -11.273414611816406,
+ -10.722633361816406,
+ -10.171852111816406,
+ -9.621068954467773,
+ -9.070287704467773,
+ -8.519506454467773,
+ -7.968723297119141,
+ -7.417942047119141,
+ -6.867160797119141,
+ -6.316377639770508,
+ -5.765596389770508,
+ -5.214815139770508,
+ -4.664031982421875,
+ -4.113250732421875,
+ -3.562469482421875,
+ -3.011686325073242,
+ -2.4609055519104004
+ ],
+ "r_inf_mean": 7934.888671875,
+ "r_inf_median": 0.2521776556968689,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 162313879552.0,
+ "eff_dim_mean": NaN,
+ "topk_energy": {
+ "1": NaN,
+ "5": NaN,
+ "10": NaN,
+ "25": NaN
+ },
+ "gamma_raw": 0.1443459689617157,
+ "gamma_active": {
+ "1e-08": 0.16185905039310455,
+ "1e-07": 0.16224490106105804,
+ "1e-06": 0.16206863522529602,
+ "1e-05": 0.1626490205526352,
+ "0.0001": 0.16244032979011536
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.19885618713455502,
+ "1e-07": 0.19885618713455502,
+ "1e-06": 0.19885618713455502,
+ "1e-05": 0.19885618713455502,
+ "0.0001": 0.19885618713455502
+ }
+ }
+ ]
+} \ No newline at end of file