summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/cifar_dfa_s1024.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/cifar_dfa_s1024.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/cifar_dfa_s1024.json')
-rw-r--r--results/confirmatory/clean_sparsity/cifar_dfa_s1024.json640
1 files changed, 640 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/cifar_dfa_s1024.json b/results/confirmatory/clean_sparsity/cifar_dfa_s1024.json
new file mode 100644
index 0000000..649fac2
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/cifar_dfa_s1024.json
@@ -0,0 +1,640 @@
+{
+ "dataset": "cifar",
+ "method": "dfa",
+ "seed": 1024,
+ "alpha": null,
+ "depth": 4,
+ "batch": 256,
+ "loss": 1.9238944053649902,
+ "acc": 0.32421875,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 2.921144925949193e-07,
+ "median_norm": 2.3644713564863196e-07,
+ "max_norm": 1.7175736957142362e-06,
+ "min_norm": 6.169051403048798e-08,
+ "support": {
+ "1e-08": 1.0,
+ "1e-07": 0.94140625,
+ "1e-06": 0.0078125,
+ "1e-05": 0.0,
+ "0.0001": 0.0
+ },
+ "log_norms_percentiles": {
+ "1": -7.086653709411621,
+ "5": -7.012948513031006,
+ "10": -6.922955513000488,
+ "25": -6.796341896057129,
+ "50": -6.62532901763916,
+ "75": -6.478326320648193,
+ "90": -6.266266822814941,
+ "95": -6.166376113891602,
+ "99": -6.007829189300537
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 0,
+ 5,
+ 3,
+ 4,
+ 3,
+ 6,
+ 3,
+ 8,
+ 3,
+ 9,
+ 12,
+ 14,
+ 11,
+ 14,
+ 15,
+ 4,
+ 11,
+ 5,
+ 20,
+ 15,
+ 13,
+ 6,
+ 8,
+ 6,
+ 5,
+ 5,
+ 7,
+ 6,
+ 4,
+ 4,
+ 4,
+ 0,
+ 8,
+ 1,
+ 0,
+ 4,
+ 3,
+ 1,
+ 2,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1
+ ],
+ "log_norms_bin_edges": [
+ -7.209781646728516,
+ -7.180887699127197,
+ -7.151993751525879,
+ -7.1230998039245605,
+ -7.094205856323242,
+ -7.065311908721924,
+ -7.0364179611206055,
+ -7.007524013519287,
+ -6.978630065917969,
+ -6.94973611831665,
+ -6.920842170715332,
+ -6.891948223114014,
+ -6.863054275512695,
+ -6.834160327911377,
+ -6.805266380310059,
+ -6.77637243270874,
+ -6.747478485107422,
+ -6.7185845375061035,
+ -6.689690589904785,
+ -6.660796642303467,
+ -6.631902694702148,
+ -6.60300874710083,
+ -6.574114799499512,
+ -6.545221328735352,
+ -6.516326904296875,
+ -6.487433433532715,
+ -6.458539009094238,
+ -6.429645538330078,
+ -6.400751113891602,
+ -6.371857643127441,
+ -6.342963695526123,
+ -6.314069747924805,
+ -6.285175800323486,
+ -6.256281852722168,
+ -6.22738790512085,
+ -6.198493957519531,
+ -6.169600009918213,
+ -6.1407060623168945,
+ -6.111812114715576,
+ -6.082918167114258,
+ -6.0540242195129395,
+ -6.025130271911621,
+ -5.996236324310303,
+ -5.967342376708984,
+ -5.938448429107666,
+ -5.909554481506348,
+ -5.880660533905029,
+ -5.851766586303711,
+ -5.822872638702393,
+ -5.793978691101074,
+ -5.765084743499756
+ ],
+ "r_inf_mean": 0.2528802454471588,
+ "r_inf_median": 0.244892418384552,
+ "pr_mean": 0.2335522323846817,
+ "pr_median": 0.22778849303722382,
+ "hoyer_mean": 0.565548300743103,
+ "eff_dim_mean": 0.565548300743103,
+ "topk_energy": {
+ "1": 0.1119694858789444,
+ "5": 0.3530462980270386,
+ "10": 0.5225434303283691,
+ "25": 0.7838154435157776
+ },
+ "gamma_raw": 0.43198394775390625,
+ "gamma_active": {
+ "1e-08": 0.43198394775390625,
+ "1e-07": 0.43413832783699036,
+ "1e-06": 0.35740774869918823,
+ "1e-05": null,
+ "0.0001": null
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.40185376663311834,
+ "1e-07": 0.40185376663311834,
+ "1e-06": 0.40185376663311834,
+ "1e-05": 0.40185376663311834,
+ "0.0001": 0.40185376663311834
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 1.352280065702871e-09,
+ "median_norm": 1.2985788000463572e-09,
+ "max_norm": 2.7469275742930677e-09,
+ "min_norm": 5.469097952293112e-10,
+ "support": {
+ "1e-08": 0.0,
+ "1e-07": 0.0,
+ "1e-06": 0.0,
+ "1e-05": 0.0,
+ "0.0001": 0.0
+ },
+ "log_norms_percentiles": {
+ "1": -9.192371368408203,
+ "5": -9.11569595336914,
+ "10": -9.084518432617188,
+ "25": -9.016843795776367,
+ "50": -8.885452270507812,
+ "75": -8.775866508483887,
+ "90": -8.706591606140137,
+ "95": -8.674072265625,
+ "99": -8.626187324523926
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 2,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 4,
+ 10,
+ 5,
+ 2,
+ 3,
+ 12,
+ 12,
+ 6,
+ 7,
+ 5,
+ 13,
+ 7,
+ 9,
+ 5,
+ 7,
+ 4,
+ 2,
+ 11,
+ 5,
+ 8,
+ 6,
+ 4,
+ 12,
+ 11,
+ 13,
+ 8,
+ 9,
+ 10,
+ 7,
+ 5,
+ 5,
+ 6,
+ 5,
+ 3,
+ 2,
+ 4,
+ 2,
+ 1,
+ 0,
+ 0,
+ 1
+ ],
+ "log_norms_bin_edges": [
+ -9.262084007263184,
+ -9.248064994812012,
+ -9.234046936035156,
+ -9.220027923583984,
+ -9.206009864807129,
+ -9.191990852355957,
+ -9.177972793579102,
+ -9.16395378112793,
+ -9.149934768676758,
+ -9.135916709899902,
+ -9.12189769744873,
+ -9.107879638671875,
+ -9.093860626220703,
+ -9.079841613769531,
+ -9.065823554992676,
+ -9.051804542541504,
+ -9.037786483764648,
+ -9.023767471313477,
+ -9.009749412536621,
+ -8.99573040008545,
+ -8.981711387634277,
+ -8.967693328857422,
+ -8.95367431640625,
+ -8.939656257629395,
+ -8.925637245178223,
+ -8.911619186401367,
+ -8.897600173950195,
+ -8.883581161499023,
+ -8.869563102722168,
+ -8.855544090270996,
+ -8.84152603149414,
+ -8.827507019042969,
+ -8.813488006591797,
+ -8.799469947814941,
+ -8.78545093536377,
+ -8.771432876586914,
+ -8.757413864135742,
+ -8.743395805358887,
+ -8.729376792907715,
+ -8.715357780456543,
+ -8.701339721679688,
+ -8.687320709228516,
+ -8.67330265045166,
+ -8.659283638000488,
+ -8.645265579223633,
+ -8.631246566772461,
+ -8.617227554321289,
+ -8.603209495544434,
+ -8.589190483093262,
+ -8.575172424316406,
+ -8.561153411865234
+ ],
+ "r_inf_mean": 0.5082353949546814,
+ "r_inf_median": 0.47572270035743713,
+ "pr_mean": 0.0391165167093277,
+ "pr_median": 0.04107256978750229,
+ "hoyer_mean": 0.18793629109859467,
+ "eff_dim_mean": 0.18793629109859467,
+ "topk_energy": {
+ "1": 0.401690810918808,
+ "5": 0.8073819875717163,
+ "10": 0.9263141751289368,
+ "25": 0.9805244207382202
+ },
+ "gamma_raw": 0.0019279725383967161,
+ "gamma_active": {
+ "1e-08": null,
+ "1e-07": null,
+ "1e-06": null,
+ "1e-05": null,
+ "0.0001": null
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.005202736544151389,
+ "1e-07": 0.005202736544151389,
+ "1e-06": 0.005202736544151389,
+ "1e-05": 0.005202736544151389,
+ "0.0001": 0.005202736544151389
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 1.3441654456158858e-09,
+ "median_norm": 1.284806927515092e-09,
+ "max_norm": 2.728562709108928e-09,
+ "min_norm": 5.485966125817754e-10,
+ "support": {
+ "1e-08": 0.0,
+ "1e-07": 0.0,
+ "1e-06": 0.0,
+ "1e-05": 0.0,
+ "0.0001": 0.0
+ },
+ "log_norms_percentiles": {
+ "1": -9.193258285522461,
+ "5": -9.121064186096191,
+ "10": -9.088473320007324,
+ "25": -9.0219144821167,
+ "50": -8.891094207763672,
+ "75": -8.778277397155762,
+ "90": -8.711936950683594,
+ "95": -8.674710273742676,
+ "99": -8.629962921142578
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 2,
+ 0,
+ 1,
+ 0,
+ 1,
+ 3,
+ 4,
+ 9,
+ 5,
+ 1,
+ 4,
+ 13,
+ 9,
+ 11,
+ 5,
+ 2,
+ 14,
+ 6,
+ 9,
+ 6,
+ 6,
+ 3,
+ 5,
+ 12,
+ 4,
+ 8,
+ 5,
+ 3,
+ 11,
+ 16,
+ 10,
+ 8,
+ 8,
+ 10,
+ 7,
+ 5,
+ 5,
+ 4,
+ 7,
+ 3,
+ 2,
+ 3,
+ 3,
+ 1,
+ 0,
+ 0,
+ 1
+ ],
+ "log_norms_bin_edges": [
+ -9.260746955871582,
+ -9.246813774108887,
+ -9.232879638671875,
+ -9.21894645690918,
+ -9.205012321472168,
+ -9.191079139709473,
+ -9.177145004272461,
+ -9.163211822509766,
+ -9.149277687072754,
+ -9.135344505310059,
+ -9.121410369873047,
+ -9.107477188110352,
+ -9.09354305267334,
+ -9.079609870910645,
+ -9.06567668914795,
+ -9.051742553710938,
+ -9.037809371948242,
+ -9.02387523651123,
+ -9.009942054748535,
+ -8.996007919311523,
+ -8.982074737548828,
+ -8.968140602111816,
+ -8.954207420349121,
+ -8.94027328491211,
+ -8.926340103149414,
+ -8.912406921386719,
+ -8.898472785949707,
+ -8.884539604187012,
+ -8.87060546875,
+ -8.856672286987305,
+ -8.842738151550293,
+ -8.828804969787598,
+ -8.814870834350586,
+ -8.80093765258789,
+ -8.787003517150879,
+ -8.773070335388184,
+ -8.759136199951172,
+ -8.745203018188477,
+ -8.731269836425781,
+ -8.71733570098877,
+ -8.703402519226074,
+ -8.689468383789062,
+ -8.675535202026367,
+ -8.661601066589355,
+ -8.64766788482666,
+ -8.633733749389648,
+ -8.619800567626953,
+ -8.605866432189941,
+ -8.591933250427246,
+ -8.577999114990234,
+ -8.564065933227539
+ ],
+ "r_inf_mean": 0.5106164216995239,
+ "r_inf_median": 0.4777146279811859,
+ "pr_mean": 0.03852413594722748,
+ "pr_median": 0.040800027549266815,
+ "hoyer_mean": 0.1800137758255005,
+ "eff_dim_mean": 0.1800137758255005,
+ "topk_energy": {
+ "1": 0.4046865403652191,
+ "5": 0.812942624092102,
+ "10": 0.9318709373474121,
+ "25": 0.9837197661399841
+ },
+ "gamma_raw": -0.0012619087938219309,
+ "gamma_active": {
+ "1e-08": null,
+ "1e-07": null,
+ "1e-06": null,
+ "1e-05": null,
+ "0.0001": null
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.002314600602719659,
+ "1e-07": -0.002314600602719659,
+ "1e-06": -0.002314600602719659,
+ "1e-05": -0.002314600602719659,
+ "0.0001": -0.002314600602719659
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 1.3436881607375994e-09,
+ "median_norm": 1.2846166352886712e-09,
+ "max_norm": 2.7248181488914724e-09,
+ "min_norm": 5.472402531125908e-10,
+ "support": {
+ "1e-08": 0.0,
+ "1e-07": 0.0,
+ "1e-06": 0.0,
+ "1e-05": 0.0,
+ "0.0001": 0.0
+ },
+ "log_norms_percentiles": {
+ "1": -9.194409370422363,
+ "5": -9.121173858642578,
+ "10": -9.089117050170898,
+ "25": -9.022163391113281,
+ "50": -8.891132354736328,
+ "75": -8.7777681350708,
+ "90": -8.711599349975586,
+ "95": -8.675005912780762,
+ "99": -8.630671501159668
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 2,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 5,
+ 9,
+ 5,
+ 1,
+ 4,
+ 12,
+ 9,
+ 11,
+ 6,
+ 2,
+ 14,
+ 6,
+ 9,
+ 5,
+ 7,
+ 3,
+ 3,
+ 14,
+ 4,
+ 7,
+ 6,
+ 3,
+ 11,
+ 14,
+ 11,
+ 6,
+ 10,
+ 11,
+ 7,
+ 5,
+ 5,
+ 4,
+ 7,
+ 3,
+ 2,
+ 3,
+ 3,
+ 1,
+ 0,
+ 0,
+ 1
+ ],
+ "log_norms_bin_edges": [
+ -9.261822700500488,
+ -9.247879028320312,
+ -9.233936309814453,
+ -9.219992637634277,
+ -9.206049919128418,
+ -9.192106246948242,
+ -9.178163528442383,
+ -9.164219856262207,
+ -9.150277137756348,
+ -9.136333465576172,
+ -9.122390747070312,
+ -9.108447074890137,
+ -9.094504356384277,
+ -9.080560684204102,
+ -9.066617965698242,
+ -9.052674293518066,
+ -9.038731575012207,
+ -9.024787902832031,
+ -9.010845184326172,
+ -8.996901512145996,
+ -8.982958793640137,
+ -8.969015121459961,
+ -8.955072402954102,
+ -8.941128730773926,
+ -8.927186012268066,
+ -8.91324234008789,
+ -8.899299621582031,
+ -8.885355949401855,
+ -8.87141227722168,
+ -8.85746955871582,
+ -8.843525886535645,
+ -8.829583168029785,
+ -8.81563949584961,
+ -8.80169677734375,
+ -8.787753105163574,
+ -8.773810386657715,
+ -8.759866714477539,
+ -8.74592399597168,
+ -8.731980323791504,
+ -8.718037605285645,
+ -8.704093933105469,
+ -8.69015121459961,
+ -8.676207542419434,
+ -8.662264823913574,
+ -8.648321151733398,
+ -8.634378433227539,
+ -8.620434761047363,
+ -8.606492042541504,
+ -8.592548370361328,
+ -8.578605651855469,
+ -8.564661979675293
+ ],
+ "r_inf_mean": 0.511201798915863,
+ "r_inf_median": 0.47822678089141846,
+ "pr_mean": 0.03847994655370712,
+ "pr_median": 0.040797699242830276,
+ "hoyer_mean": 0.1794567108154297,
+ "eff_dim_mean": 0.1794567108154297,
+ "topk_energy": {
+ "1": 0.405636727809906,
+ "5": 0.8130016326904297,
+ "10": 0.9320633411407471,
+ "25": 0.983916163444519
+ },
+ "gamma_raw": -0.0014759497717022896,
+ "gamma_active": {
+ "1e-08": null,
+ "1e-07": null,
+ "1e-06": null,
+ "1e-05": null,
+ "0.0001": null
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.0028110422074011645,
+ "1e-07": -0.0028110422074011645,
+ "1e-06": -0.0028110422074011645,
+ "1e-05": -0.0028110422074011645,
+ "0.0001": -0.0028110422074011645
+ }
+ }
+ ]
+} \ No newline at end of file