summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_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_bp_s1024_a1.0_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_bp_s1024_a1.0_L4.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L4.json640
1 files changed, 640 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L4.json b/results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L4.json
new file mode 100644
index 0000000..ae757ad
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L4.json
@@ -0,0 +1,640 @@
+{
+ "dataset": "synth",
+ "method": "bp",
+ "seed": 1024,
+ "alpha": 1.0,
+ "depth": 4,
+ "batch": 512,
+ "loss": 17.421140670776367,
+ "acc": 0.10546875,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.025806983932852745,
+ "median_norm": 0.0273752324283123,
+ "max_norm": 0.04951928183436394,
+ "min_norm": 1.7319395158484074e-13,
+ "support": {
+ "1e-08": 0.984375,
+ "1e-07": 0.978515625,
+ "1e-06": 0.9765625,
+ "1e-05": 0.958984375,
+ "0.0001": 0.94921875
+ },
+ "log_norms_percentiles": {
+ "1": -8.543807029724121,
+ "5": -3.9381229877471924,
+ "10": -1.8318697214126587,
+ "25": -1.625425100326538,
+ "50": -1.562636375427246,
+ "75": -1.5105345249176025,
+ "90": -1.464416742324829,
+ "95": -1.4340142011642456,
+ "99": -1.3928788900375366
+ },
+ "log_norms_histogram": [
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 3,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 5,
+ 2,
+ 1,
+ 1,
+ 1,
+ 1,
+ 2,
+ 0,
+ 2,
+ 2,
+ 3,
+ 0,
+ 1,
+ 1,
+ 3,
+ 3,
+ 2,
+ 14,
+ 275,
+ 181
+ ],
+ "log_norms_bin_edges": [
+ -12.761467933654785,
+ -12.532342910766602,
+ -12.303217887878418,
+ -12.07409381866455,
+ -11.844968795776367,
+ -11.615843772888184,
+ -11.38671875,
+ -11.157593727111816,
+ -10.928468704223633,
+ -10.699344635009766,
+ -10.470219612121582,
+ -10.241094589233398,
+ -10.011969566345215,
+ -9.782844543457031,
+ -9.553720474243164,
+ -9.32459545135498,
+ -9.095470428466797,
+ -8.866345405578613,
+ -8.63722038269043,
+ -8.408096313476562,
+ -8.178971290588379,
+ -7.949846267700195,
+ -7.720721244812012,
+ -7.491596698760986,
+ -7.262471675872803,
+ -7.033346652984619,
+ -6.804222106933594,
+ -6.57509708404541,
+ -6.345972061157227,
+ -6.116847515106201,
+ -5.887722492218018,
+ -5.658597946166992,
+ -5.429472923278809,
+ -5.200347900390625,
+ -4.9712233543396,
+ -4.742098808288574,
+ -4.512973785400391,
+ -4.283848762512207,
+ -4.054723739624023,
+ -3.82559871673584,
+ -3.5964746475219727,
+ -3.367349624633789,
+ -3.1382246017456055,
+ -2.909099578857422,
+ -2.6799745559692383,
+ -2.4508495330810547,
+ -2.2217254638671875,
+ -1.992600440979004,
+ -1.7634754180908203,
+ -1.5343503952026367,
+ -1.3052257299423218
+ ],
+ "r_inf_mean": 0.26122379302978516,
+ "r_inf_median": 0.255729615688324,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6264661550521851,
+ "eff_dim_mean": 0.6264661550521851,
+ "topk_energy": {
+ "1": 0.06949810683727264,
+ "5": 0.2753732204437256,
+ "10": 0.43253690004348755,
+ "25": 0.7305864095687866
+ },
+ "gamma_raw": -0.015278855338692665,
+ "gamma_active": {
+ "1e-08": -0.015410078689455986,
+ "1e-07": -0.015208144672214985,
+ "1e-06": -0.015319506637752056,
+ "1e-05": -0.015392911620438099,
+ "0.0001": -0.015416625887155533
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.018951167030710557,
+ "1e-07": -0.018951167030710557,
+ "1e-06": -0.018951167030710557,
+ "1e-05": -0.018951167030710557,
+ "0.0001": -0.018951167030710557
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.015470211394131184,
+ "median_norm": 0.016504237428307533,
+ "max_norm": 0.028378013521432877,
+ "min_norm": 1.0220643098133794e-13,
+ "support": {
+ "1e-08": 0.984375,
+ "1e-07": 0.978515625,
+ "1e-06": 0.974609375,
+ "1e-05": 0.958984375,
+ "0.0001": 0.947265625
+ },
+ "log_norms_percentiles": {
+ "1": -8.759908676147461,
+ "5": -4.145683765411377,
+ "10": -2.029933452606201,
+ "25": -1.8313229084014893,
+ "50": -1.7823721170425415,
+ "75": -1.7380404472351074,
+ "90": -1.6956534385681152,
+ "95": -1.6708707809448242,
+ "99": -1.6413835287094116
+ },
+ "log_norms_histogram": [
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 3,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 5,
+ 2,
+ 1,
+ 1,
+ 1,
+ 1,
+ 2,
+ 0,
+ 2,
+ 1,
+ 4,
+ 0,
+ 1,
+ 1,
+ 3,
+ 3,
+ 2,
+ 12,
+ 223,
+ 235
+ ],
+ "log_norms_bin_edges": [
+ -12.990521430969238,
+ -12.761651039123535,
+ -12.532781600952148,
+ -12.303911209106445,
+ -12.075040817260742,
+ -11.846171379089355,
+ -11.617300987243652,
+ -11.38843059539795,
+ -11.159561157226562,
+ -10.93069076538086,
+ -10.701820373535156,
+ -10.47295093536377,
+ -10.244080543518066,
+ -10.01521110534668,
+ -9.786340713500977,
+ -9.557470321655273,
+ -9.32859992980957,
+ -9.099730491638184,
+ -8.87086009979248,
+ -8.641990661621094,
+ -8.41312026977539,
+ -8.184249877929688,
+ -7.955379962921143,
+ -7.726510047912598,
+ -7.4976396560668945,
+ -7.26876974105835,
+ -7.039899826049805,
+ -6.81102991104126,
+ -6.582159519195557,
+ -6.353289604187012,
+ -6.124419689178467,
+ -5.895549297332764,
+ -5.666679382324219,
+ -5.437809467315674,
+ -5.208939075469971,
+ -4.980069160461426,
+ -4.751198768615723,
+ -4.522329330444336,
+ -4.293458938598633,
+ -4.06458854675293,
+ -3.835719108581543,
+ -3.60684871673584,
+ -3.3779783248901367,
+ -3.14910888671875,
+ -2.920238494873047,
+ -2.6913681030273438,
+ -2.462498664855957,
+ -2.233628273010254,
+ -2.004757881164551,
+ -1.775888442993164,
+ -1.547018051147461
+ ],
+ "r_inf_mean": 0.2619118094444275,
+ "r_inf_median": 0.2560005187988281,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6235862970352173,
+ "eff_dim_mean": 0.6235862374305725,
+ "topk_energy": {
+ "1": 0.06985953450202942,
+ "5": 0.27733853459358215,
+ "10": 0.4359649419784546,
+ "25": 0.7346439361572266
+ },
+ "gamma_raw": -0.052857160568237305,
+ "gamma_active": {
+ "1e-08": -0.05365072935819626,
+ "1e-07": -0.05354587733745575,
+ "1e-06": -0.053768258541822433,
+ "1e-05": -0.05343025177717209,
+ "0.0001": -0.05365343764424324
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.052827730342357285,
+ "1e-07": -0.052827730342357285,
+ "1e-06": -0.052827730342357285,
+ "1e-05": -0.052827730342357285,
+ "0.0001": -0.052827730342357285
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.009002471342682838,
+ "median_norm": 0.009691225364804268,
+ "max_norm": 0.015042421407997608,
+ "min_norm": 5.853997164404975e-14,
+ "support": {
+ "1e-08": 0.984375,
+ "1e-07": 0.9765625,
+ "1e-06": 0.96484375,
+ "1e-05": 0.955078125,
+ "0.0001": 0.939453125
+ },
+ "log_norms_percentiles": {
+ "1": -8.96890640258789,
+ "5": -4.371664047241211,
+ "10": -2.2787837982177734,
+ "25": -2.0558736324310303,
+ "50": -2.0135245323181152,
+ "75": -1.9726316928863525,
+ "90": -1.944283127784729,
+ "95": -1.927355170249939,
+ "99": -1.8992568254470825
+ },
+ "log_norms_histogram": [
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 3,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 5,
+ 1,
+ 1,
+ 0,
+ 2,
+ 2,
+ 0,
+ 1,
+ 2,
+ 4,
+ 0,
+ 1,
+ 0,
+ 3,
+ 3,
+ 3,
+ 10,
+ 84,
+ 376
+ ],
+ "log_norms_bin_edges": [
+ -13.232547760009766,
+ -13.004350662231445,
+ -12.776153564453125,
+ -12.547955513000488,
+ -12.319758415222168,
+ -12.091561317443848,
+ -11.863364219665527,
+ -11.63516616821289,
+ -11.40696907043457,
+ -11.17877197265625,
+ -10.95057487487793,
+ -10.72237777709961,
+ -10.494180679321289,
+ -10.265982627868652,
+ -10.037785530090332,
+ -9.809588432312012,
+ -9.581390380859375,
+ -9.353193283081055,
+ -9.124996185302734,
+ -8.896799087524414,
+ -8.668601989746094,
+ -8.440404891967773,
+ -8.212206840515137,
+ -7.984009742736816,
+ -7.755812644958496,
+ -7.527615070343018,
+ -7.299417972564697,
+ -7.071220397949219,
+ -6.843023300170898,
+ -6.61482572555542,
+ -6.3866286277771,
+ -6.158431053161621,
+ -5.930233955383301,
+ -5.7020368576049805,
+ -5.473839282989502,
+ -5.245642185211182,
+ -5.017444610595703,
+ -4.789247512817383,
+ -4.5610504150390625,
+ -4.332852363586426,
+ -4.1046552658081055,
+ -3.876458168029785,
+ -3.648261070251465,
+ -3.4200639724731445,
+ -3.191865921020508,
+ -2.9636688232421875,
+ -2.735471725463867,
+ -2.507274627685547,
+ -2.2790775299072266,
+ -2.05087947845459,
+ -1.82268226146698
+ ],
+ "r_inf_mean": 0.25066736340522766,
+ "r_inf_median": 0.24778829514980316,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6380095481872559,
+ "eff_dim_mean": 0.6380095481872559,
+ "topk_energy": {
+ "1": 0.06381110846996307,
+ "5": 0.26256781816482544,
+ "10": 0.41972431540489197,
+ "25": 0.7213215231895447
+ },
+ "gamma_raw": -0.025636736303567886,
+ "gamma_active": {
+ "1e-08": -0.02602071315050125,
+ "1e-07": -0.02568954974412918,
+ "1e-06": -0.02598857879638672,
+ "1e-05": -0.02602105401456356,
+ "0.0001": -0.025351716205477715
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.025564676368972878,
+ "1e-07": -0.025564676368972878,
+ "1e-06": -0.025564676368972878,
+ "1e-05": -0.025564676368972878,
+ "0.0001": -0.025564676368972878
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.005523249506950378,
+ "median_norm": 0.005917595699429512,
+ "max_norm": 0.00828108936548233,
+ "min_norm": 3.461392007438405e-14,
+ "support": {
+ "1e-08": 0.98046875,
+ "1e-07": 0.9765625,
+ "1e-06": 0.962890625,
+ "1e-05": 0.951171875,
+ "0.0001": 0.9375
+ },
+ "log_norms_percentiles": {
+ "1": -9.196541786193848,
+ "5": -4.588926792144775,
+ "10": -2.463473320007324,
+ "25": -2.258570909500122,
+ "50": -2.227839469909668,
+ "75": -2.192187786102295,
+ "90": -2.1625819206237793,
+ "95": -2.137538194656372,
+ "99": -2.105760335922241
+ },
+ "log_norms_histogram": [
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 5,
+ 1,
+ 1,
+ 0,
+ 2,
+ 2,
+ 0,
+ 1,
+ 3,
+ 3,
+ 0,
+ 1,
+ 0,
+ 2,
+ 4,
+ 3,
+ 8,
+ 18,
+ 444
+ ],
+ "log_norms_bin_edges": [
+ -13.460749626159668,
+ -13.233172416687012,
+ -13.005596160888672,
+ -12.778018951416016,
+ -12.550442695617676,
+ -12.32286548614502,
+ -12.09528923034668,
+ -11.867712020874023,
+ -11.640135765075684,
+ -11.412558555603027,
+ -11.184982299804688,
+ -10.957405090332031,
+ -10.729828834533691,
+ -10.502251625061035,
+ -10.274675369262695,
+ -10.047098159790039,
+ -9.8195219039917,
+ -9.591944694519043,
+ -9.364368438720703,
+ -9.136791229248047,
+ -8.90921401977539,
+ -8.68163776397705,
+ -8.454061508178711,
+ -8.226484298706055,
+ -7.998907566070557,
+ -7.771330833435059,
+ -7.5437541007995605,
+ -7.3161773681640625,
+ -7.0886006355285645,
+ -6.861023902893066,
+ -6.633447170257568,
+ -6.40587043762207,
+ -6.178293704986572,
+ -5.950716972351074,
+ -5.723140239715576,
+ -5.495563507080078,
+ -5.267986297607422,
+ -5.040410041809082,
+ -4.812832832336426,
+ -4.585256576538086,
+ -4.35767936706543,
+ -4.13010311126709,
+ -3.9025259017944336,
+ -3.6749496459960938,
+ -3.4473724365234375,
+ -3.2197961807250977,
+ -2.9922189712524414,
+ -2.7646427154541016,
+ -2.5370655059814453,
+ -2.3094892501831055,
+ -2.0819125175476074
+ ],
+ "r_inf_mean": 0.23445992171764374,
+ "r_inf_median": 0.2300533652305603,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6575150489807129,
+ "eff_dim_mean": 0.6575150489807129,
+ "topk_energy": {
+ "1": 0.055632490664720535,
+ "5": 0.24241723120212555,
+ "10": 0.39633071422576904,
+ "25": 0.7006717920303345
+ },
+ "gamma_raw": -0.05987800657749176,
+ "gamma_active": {
+ "1e-08": -0.06089002639055252,
+ "1e-07": -0.060916751623153687,
+ "1e-06": -0.060884252190589905,
+ "1e-05": -0.06097763031721115,
+ "0.0001": -0.06107117608189583
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.062066287700116164,
+ "1e-07": -0.062066287700116164,
+ "1e-06": -0.062066287700116164,
+ "1e-05": -0.062066287700116164,
+ "0.0001": -0.062066287700116164
+ }
+ }
+ ]
+} \ No newline at end of file