summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_bp_s789_a0.0_L8.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_s789_a0.0_L8.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_s789_a0.0_L8.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_bp_s789_a0.0_L8.json1268
1 files changed, 1268 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_bp_s789_a0.0_L8.json b/results/confirmatory/clean_sparsity/synth_bp_s789_a0.0_L8.json
new file mode 100644
index 0000000..bd5a35b
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_bp_s789_a0.0_L8.json
@@ -0,0 +1,1268 @@
+{
+ "dataset": "synth",
+ "method": "bp",
+ "seed": 789,
+ "alpha": 0.0,
+ "depth": 8,
+ "batch": 512,
+ "loss": 21.980783462524414,
+ "acc": 0.10546875,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.03483397513628006,
+ "median_norm": 0.035890884697437286,
+ "max_norm": 0.08692357689142227,
+ "min_norm": 5.5071097286368484e-14,
+ "support": {
+ "1e-08": 0.978515625,
+ "1e-07": 0.97265625,
+ "1e-06": 0.966796875,
+ "1e-05": 0.9609375,
+ "0.0001": 0.95703125
+ },
+ "log_norms_percentiles": {
+ "1": -9.297152519226074,
+ "5": -3.8073086738586426,
+ "10": -1.720779299736023,
+ "25": -1.5288500785827637,
+ "50": -1.4448537826538086,
+ "75": -1.372133493423462,
+ "90": -1.3006352186203003,
+ "95": -1.2656304836273193,
+ "99": -1.189743161201477
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 3,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 6,
+ 1,
+ 3,
+ 0,
+ 2,
+ 1,
+ 3,
+ 4,
+ 5,
+ 61,
+ 347,
+ 57
+ ],
+ "log_norms_bin_edges": [
+ -13.259076118469238,
+ -13.015111923217773,
+ -12.771147727966309,
+ -12.527183532714844,
+ -12.283219337463379,
+ -12.039255142211914,
+ -11.795289993286133,
+ -11.551326751708984,
+ -11.307361602783203,
+ -11.063397407531738,
+ -10.819433212280273,
+ -10.575469017028809,
+ -10.331504821777344,
+ -10.087540626525879,
+ -9.843576431274414,
+ -9.59961223602295,
+ -9.355648040771484,
+ -9.111682891845703,
+ -8.867719650268555,
+ -8.623754501342773,
+ -8.379791259765625,
+ -8.135826110839844,
+ -7.891862392425537,
+ -7.647897720336914,
+ -7.403933525085449,
+ -7.159969329833984,
+ -6.9160051345825195,
+ -6.672040939331055,
+ -6.42807674407959,
+ -6.184112071990967,
+ -5.940147876739502,
+ -5.696183681488037,
+ -5.452219486236572,
+ -5.208254814147949,
+ -4.964290618896484,
+ -4.7203264236450195,
+ -4.476362228393555,
+ -4.23239803314209,
+ -3.988433837890625,
+ -3.74446964263916,
+ -3.5005054473876953,
+ -3.2565412521362305,
+ -3.0125770568847656,
+ -2.768612861633301,
+ -2.524648666381836,
+ -2.2806835174560547,
+ -2.03671932220459,
+ -1.792755126953125,
+ -1.5487909317016602,
+ -1.3048267364501953,
+ -1.060862421989441
+ ],
+ "r_inf_mean": 0.256337434053421,
+ "r_inf_median": 0.2509196102619171,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6320006847381592,
+ "eff_dim_mean": 0.6320006847381592,
+ "topk_energy": {
+ "1": 0.06671112775802612,
+ "5": 0.26944565773010254,
+ "10": 0.425165057182312,
+ "25": 0.7263699769973755
+ },
+ "gamma_raw": 0.0009242948144674301,
+ "gamma_active": {
+ "1e-08": 0.0010030276607722044,
+ "1e-07": 0.002109172288328409,
+ "1e-06": 0.0024605179205536842,
+ "1e-05": 0.00229376507923007,
+ "0.0001": 0.0023351656273007393
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.0008858699137212396,
+ "1e-07": 0.0008858699137212396,
+ "1e-06": 0.0008858699137212396,
+ "1e-05": 0.0008858699137212396,
+ "0.0001": 0.0008858699137212396
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.010818039067089558,
+ "median_norm": 0.011270050890743732,
+ "max_norm": 0.024941636249423027,
+ "min_norm": 1.7064832281087593e-14,
+ "support": {
+ "1e-08": 0.9765625,
+ "1e-07": 0.96875,
+ "1e-06": 0.96484375,
+ "1e-05": 0.9609375,
+ "0.0001": 0.94140625
+ },
+ "log_norms_percentiles": {
+ "1": -9.826638221740723,
+ "5": -4.314035892486572,
+ "10": -2.192784070968628,
+ "25": -2.0250401496887207,
+ "50": -1.9480607509613037,
+ "75": -1.8849002122879028,
+ "90": -1.8144714832305908,
+ "95": -1.786596417427063,
+ "99": -1.6988445520401
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 3,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 6,
+ 1,
+ 3,
+ 0,
+ 2,
+ 0,
+ 4,
+ 4,
+ 5,
+ 34,
+ 351,
+ 80
+ ],
+ "log_norms_bin_edges": [
+ -13.767898559570312,
+ -13.524601936340332,
+ -13.281305313110352,
+ -13.038009643554688,
+ -12.794713020324707,
+ -12.551416397094727,
+ -12.308119773864746,
+ -12.064823150634766,
+ -11.821526527404785,
+ -11.578229904174805,
+ -11.33493423461914,
+ -11.09163761138916,
+ -10.84834098815918,
+ -10.6050443649292,
+ -10.361747741699219,
+ -10.118451118469238,
+ -9.875154495239258,
+ -9.631858825683594,
+ -9.388562202453613,
+ -9.145265579223633,
+ -8.901968955993652,
+ -8.658672332763672,
+ -8.415376663208008,
+ -8.172079086303711,
+ -7.928783416748047,
+ -7.685486793518066,
+ -7.442190170288086,
+ -7.1988935470581055,
+ -6.955597400665283,
+ -6.712300777435303,
+ -6.469004154205322,
+ -6.2257080078125,
+ -5.9824113845825195,
+ -5.739114761352539,
+ -5.495818138122559,
+ -5.252521514892578,
+ -5.009225845336914,
+ -4.765929222106934,
+ -4.522632598876953,
+ -4.279335975646973,
+ -4.036039352416992,
+ -3.7927427291870117,
+ -3.5494470596313477,
+ -3.306150436401367,
+ -3.0628538131713867,
+ -2.8195571899414062,
+ -2.576260566711426,
+ -2.3329639434814453,
+ -2.0896682739257812,
+ -1.8463716506958008,
+ -1.6030750274658203
+ ],
+ "r_inf_mean": 0.2560151517391205,
+ "r_inf_median": 0.2511535882949829,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6251074075698853,
+ "eff_dim_mean": 0.6251073479652405,
+ "topk_energy": {
+ "1": 0.0664868876338005,
+ "5": 0.27455949783325195,
+ "10": 0.4322616159915924,
+ "25": 0.7321909666061401
+ },
+ "gamma_raw": 0.01658342219889164,
+ "gamma_active": {
+ "1e-08": 0.01682683452963829,
+ "1e-07": 0.015712903812527657,
+ "1e-06": 0.01541103795170784,
+ "1e-05": 0.01507290918380022,
+ "0.0001": 0.0157582089304924
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.011113714245035438,
+ "1e-07": 0.011113714245035438,
+ "1e-06": 0.011113714245035438,
+ "1e-05": 0.011113714245035438,
+ "0.0001": 0.011113714245035438
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.004247492179274559,
+ "median_norm": 0.00455187214538455,
+ "max_norm": 0.008027967065572739,
+ "min_norm": 7.088573096016536e-15,
+ "support": {
+ "1e-08": 0.97265625,
+ "1e-07": 0.966796875,
+ "1e-06": 0.9609375,
+ "1e-05": 0.95703125,
+ "0.0001": 0.9375
+ },
+ "log_norms_percentiles": {
+ "1": -10.238944053649902,
+ "5": -4.788488388061523,
+ "10": -2.595599412918091,
+ "25": -2.405696392059326,
+ "50": -2.341390609741211,
+ "75": -2.2954916954040527,
+ "90": -2.2568657398223877,
+ "95": -2.2321524620056152,
+ "99": -2.172497510910034
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 3,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 5,
+ 2,
+ 2,
+ 1,
+ 1,
+ 1,
+ 4,
+ 3,
+ 3,
+ 8,
+ 219,
+ 241
+ ],
+ "log_norms_bin_edges": [
+ -14.149441719055176,
+ -13.908360481262207,
+ -13.667280197143555,
+ -13.426198959350586,
+ -13.185117721557617,
+ -12.944036483764648,
+ -12.702956199645996,
+ -12.461874961853027,
+ -12.220793724060059,
+ -11.979713439941406,
+ -11.738632202148438,
+ -11.497550964355469,
+ -11.2564697265625,
+ -11.015389442443848,
+ -10.774308204650879,
+ -10.533227920532227,
+ -10.292146682739258,
+ -10.051065444946289,
+ -9.80998420715332,
+ -9.568902969360352,
+ -9.3278226852417,
+ -9.08674144744873,
+ -8.845661163330078,
+ -8.60457992553711,
+ -8.36349868774414,
+ -8.122417449951172,
+ -7.881336688995361,
+ -7.640255928039551,
+ -7.39917516708374,
+ -7.1580939292907715,
+ -6.917013168334961,
+ -6.675931930541992,
+ -6.434851169586182,
+ -6.193770408630371,
+ -5.952689170837402,
+ -5.711607933044434,
+ -5.470527648925781,
+ -5.2294464111328125,
+ -4.988365173339844,
+ -4.747284889221191,
+ -4.506203651428223,
+ -4.265122413635254,
+ -4.024041175842285,
+ -3.782960891723633,
+ -3.541879653930664,
+ -3.3007984161376953,
+ -3.059718132019043,
+ -2.818636894226074,
+ -2.5775556564331055,
+ -2.336475372314453,
+ -2.0953943729400635
+ ],
+ "r_inf_mean": 0.2575961947441101,
+ "r_inf_median": 0.25485292077064514,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6202178597450256,
+ "eff_dim_mean": 0.6202178001403809,
+ "topk_energy": {
+ "1": 0.06716097891330719,
+ "5": 0.2793901860713959,
+ "10": 0.4392808675765991,
+ "25": 0.7383623123168945
+ },
+ "gamma_raw": 0.014384879730641842,
+ "gamma_active": {
+ "1e-08": 0.014678672887384892,
+ "1e-07": 0.0147092305123806,
+ "1e-06": 0.015000637620687485,
+ "1e-05": 0.014996817335486412,
+ "0.0001": 0.014889610931277275
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.01445893985347707,
+ "1e-07": 0.01445893985347707,
+ "1e-06": 0.01445893985347707,
+ "1e-05": 0.01445893985347707,
+ "0.0001": 0.01445893985347707
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.002687408123165369,
+ "median_norm": 0.0029146706219762564,
+ "max_norm": 0.003977462649345398,
+ "min_norm": 4.600517998509541e-15,
+ "support": {
+ "1e-08": 0.97265625,
+ "1e-07": 0.966796875,
+ "1e-06": 0.9609375,
+ "1e-05": 0.947265625,
+ "0.0001": 0.935546875
+ },
+ "log_norms_percentiles": {
+ "1": -10.441848754882812,
+ "5": -5.030099391937256,
+ "10": -2.823265314102173,
+ "25": -2.5834460258483887,
+ "50": -2.5353550910949707,
+ "75": -2.498392105102539,
+ "90": -2.469778299331665,
+ "95": -2.4554667472839355,
+ "99": -2.427830457687378
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 3,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 2,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 1,
+ 1,
+ 4,
+ 3,
+ 2,
+ 1,
+ 0,
+ 2,
+ 2,
+ 3,
+ 5,
+ 5,
+ 17,
+ 446
+ ],
+ "log_norms_bin_edges": [
+ -14.337193489074707,
+ -14.098457336425781,
+ -13.859721183776855,
+ -13.62098503112793,
+ -13.38224983215332,
+ -13.143513679504395,
+ -12.904777526855469,
+ -12.666041374206543,
+ -12.427305221557617,
+ -12.188570022583008,
+ -11.949832916259766,
+ -11.711097717285156,
+ -11.47236156463623,
+ -11.233625411987305,
+ -10.994889259338379,
+ -10.756153106689453,
+ -10.517417907714844,
+ -10.278680801391602,
+ -10.039945602416992,
+ -9.801209449768066,
+ -9.56247329711914,
+ -9.323738098144531,
+ -9.085000991821289,
+ -8.84626579284668,
+ -8.607529640197754,
+ -8.368793487548828,
+ -8.130057334899902,
+ -7.891321182250977,
+ -7.652585506439209,
+ -7.413849353790283,
+ -7.175113201141357,
+ -6.93637752532959,
+ -6.697641372680664,
+ -6.458905220031738,
+ -6.2201690673828125,
+ -5.981432914733887,
+ -5.742697715759277,
+ -5.503961563110352,
+ -5.265225410461426,
+ -5.0264892578125,
+ -4.787753105163574,
+ -4.549016952514648,
+ -4.310281753540039,
+ -4.071545600891113,
+ -3.8328094482421875,
+ -3.5940732955932617,
+ -3.355337142944336,
+ -3.11660099029541,
+ -2.877865791320801,
+ -2.639129638671875,
+ -2.4003939628601074
+ ],
+ "r_inf_mean": 0.2564346492290497,
+ "r_inf_median": 0.25421130657196045,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6196185350418091,
+ "eff_dim_mean": 0.6196185350418091,
+ "topk_energy": {
+ "1": 0.06656206399202347,
+ "5": 0.2780887484550476,
+ "10": 0.4378396272659302,
+ "25": 0.7396352291107178
+ },
+ "gamma_raw": -0.012010077014565468,
+ "gamma_active": {
+ "1e-08": -0.012481512501835823,
+ "1e-07": -0.012657019309699535,
+ "1e-06": -0.012919561937451363,
+ "1e-05": -0.013598287478089333,
+ "0.0001": -0.014138809405267239
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.016604324011066016,
+ "1e-07": -0.016604324011066016,
+ "1e-06": -0.016604324011066016,
+ "1e-05": -0.016604324011066016,
+ "0.0001": -0.016604324011066016
+ }
+ },
+ {
+ "layer": 4,
+ "mean_norm": 0.002206546487286687,
+ "median_norm": 0.0023475266061723232,
+ "max_norm": 0.003205708460882306,
+ "min_norm": 3.790147178311248e-15,
+ "support": {
+ "1e-08": 0.97265625,
+ "1e-07": 0.966796875,
+ "1e-06": 0.9609375,
+ "1e-05": 0.9453125,
+ "0.0001": 0.93359375
+ },
+ "log_norms_percentiles": {
+ "1": -10.530962944030762,
+ "5": -5.132242202758789,
+ "10": -2.9368131160736084,
+ "25": -2.6628689765930176,
+ "50": -2.629291534423828,
+ "75": -2.587921380996704,
+ "90": -2.5509824752807617,
+ "95": -2.525437593460083,
+ "99": -2.502065896987915
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 3,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 2,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 4,
+ 3,
+ 2,
+ 1,
+ 0,
+ 2,
+ 2,
+ 3,
+ 4,
+ 6,
+ 12,
+ 451
+ ],
+ "log_norms_bin_edges": [
+ -14.421343803405762,
+ -14.182798385620117,
+ -13.944252967834473,
+ -13.705707550048828,
+ -13.467162132263184,
+ -13.228616714477539,
+ -12.990071296691895,
+ -12.75152587890625,
+ -12.512981414794922,
+ -12.274435043334961,
+ -12.035890579223633,
+ -11.797345161437988,
+ -11.558799743652344,
+ -11.3202543258667,
+ -11.081708908081055,
+ -10.84316349029541,
+ -10.604618072509766,
+ -10.366072654724121,
+ -10.127527236938477,
+ -9.888981819152832,
+ -9.650436401367188,
+ -9.41189193725586,
+ -9.173345565795898,
+ -8.93480110168457,
+ -8.69625473022461,
+ -8.457710266113281,
+ -8.21916389465332,
+ -7.980618953704834,
+ -7.742074012756348,
+ -7.503528594970703,
+ -7.264983177185059,
+ -7.026437759399414,
+ -6.7878923416137695,
+ -6.549346923828125,
+ -6.3108015060424805,
+ -6.072256088256836,
+ -5.833710670471191,
+ -5.595165252685547,
+ -5.356619834899902,
+ -5.118074417114258,
+ -4.879528999328613,
+ -4.640984535217285,
+ -4.402439117431641,
+ -4.163893699645996,
+ -3.9253482818603516,
+ -3.686802864074707,
+ -3.4482574462890625,
+ -3.209712028503418,
+ -2.9711666107177734,
+ -2.732621192932129,
+ -2.4940760135650635
+ ],
+ "r_inf_mean": 0.2510221600532532,
+ "r_inf_median": 0.24912796914577484,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6270691156387329,
+ "eff_dim_mean": 0.6270690560340881,
+ "topk_energy": {
+ "1": 0.06385378539562225,
+ "5": 0.2696636915206909,
+ "10": 0.42824268341064453,
+ "25": 0.7328143119812012
+ },
+ "gamma_raw": 0.052463240921497345,
+ "gamma_active": {
+ "1e-08": 0.05384074151515961,
+ "1e-07": 0.053850654512643814,
+ "1e-06": 0.05387323722243309,
+ "1e-05": 0.05458110570907593,
+ "0.0001": 0.05419241264462471
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.05090141359124348,
+ "1e-07": 0.05090141359124348,
+ "1e-06": 0.05090141359124348,
+ "1e-05": 0.05090141359124348,
+ "0.0001": 0.05090141359124348
+ }
+ },
+ {
+ "layer": 5,
+ "mean_norm": 0.0020073475316166878,
+ "median_norm": 0.0020934308413416147,
+ "max_norm": 0.0029856828041374683,
+ "min_norm": 3.4428975512548754e-15,
+ "support": {
+ "1e-08": 0.970703125,
+ "1e-07": 0.966796875,
+ "1e-06": 0.9609375,
+ "1e-05": 0.9453125,
+ "0.0001": 0.93359375
+ },
+ "log_norms_percentiles": {
+ "1": -10.574885368347168,
+ "5": -5.183961868286133,
+ "10": -2.999995470046997,
+ "25": -2.7047834396362305,
+ "50": -2.6789841651916504,
+ "75": -2.6260528564453125,
+ "90": -2.583439588546753,
+ "95": -2.5552821159362793,
+ "99": -2.5287961959838867
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 3,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 0,
+ 2,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 4,
+ 3,
+ 2,
+ 1,
+ 0,
+ 2,
+ 2,
+ 3,
+ 4,
+ 9,
+ 11,
+ 449
+ ],
+ "log_norms_bin_edges": [
+ -14.4630765914917,
+ -14.224313735961914,
+ -13.985551834106445,
+ -13.74678897857666,
+ -13.508027076721191,
+ -13.269264221191406,
+ -13.030502319335938,
+ -12.791739463806152,
+ -12.552977561950684,
+ -12.314214706420898,
+ -12.07545280456543,
+ -11.836689949035645,
+ -11.597928047180176,
+ -11.35916519165039,
+ -11.120403289794922,
+ -10.881640434265137,
+ -10.642878532409668,
+ -10.404115676879883,
+ -10.165353775024414,
+ -9.926590919494629,
+ -9.687828063964844,
+ -9.449066162109375,
+ -9.210304260253906,
+ -8.971541404724121,
+ -8.732778549194336,
+ -8.494016647338867,
+ -8.255254745483398,
+ -8.016491889953613,
+ -7.777729511260986,
+ -7.538967132568359,
+ -7.300204753875732,
+ -7.0614423751831055,
+ -6.8226799964904785,
+ -6.583917617797852,
+ -6.345154762268066,
+ -6.106392860412598,
+ -5.8676300048828125,
+ -5.628868103027344,
+ -5.390105247497559,
+ -5.15134334564209,
+ -4.912580490112305,
+ -4.673818588256836,
+ -4.435055732727051,
+ -4.196293830871582,
+ -3.957530975341797,
+ -3.718769073486328,
+ -3.480006217956543,
+ -3.241244316101074,
+ -3.002481460571289,
+ -2.7637195587158203,
+ -2.524956226348877
+ ],
+ "r_inf_mean": 0.24304574728012085,
+ "r_inf_median": 0.2428063452243805,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6385942101478577,
+ "eff_dim_mean": 0.6385941505432129,
+ "topk_energy": {
+ "1": 0.05995821952819824,
+ "5": 0.2589065432548523,
+ "10": 0.41536837816238403,
+ "25": 0.7212749123573303
+ },
+ "gamma_raw": 0.022653069347143173,
+ "gamma_active": {
+ "1e-08": 0.023300189524888992,
+ "1e-07": 0.023675067350268364,
+ "1e-06": 0.023490779101848602,
+ "1e-05": 0.023747246712446213,
+ "0.0001": 0.023159755393862724
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.019365653653655678,
+ "1e-07": 0.019365653653655678,
+ "1e-06": 0.019365653653655678,
+ "1e-05": 0.019365653653655678,
+ "0.0001": 0.019365653653655678
+ }
+ },
+ {
+ "layer": 6,
+ "mean_norm": 0.0019245792645961046,
+ "median_norm": 0.0019849769305437803,
+ "max_norm": 0.0029092738404870033,
+ "min_norm": 3.302589296399279e-15,
+ "support": {
+ "1e-08": 0.970703125,
+ "1e-07": 0.966796875,
+ "1e-06": 0.9609375,
+ "1e-05": 0.9453125,
+ "0.0001": 0.93359375
+ },
+ "log_norms_percentiles": {
+ "1": -10.594369888305664,
+ "5": -5.206794261932373,
+ "10": -3.0315589904785156,
+ "25": -2.722670316696167,
+ "50": -2.702188491821289,
+ "75": -2.6401495933532715,
+ "90": -2.5967767238616943,
+ "95": -2.5681891441345215,
+ "99": -2.5379605293273926
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 1,
+ 2,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 3,
+ 3,
+ 2,
+ 1,
+ 0,
+ 2,
+ 2,
+ 4,
+ 5,
+ 7,
+ 12,
+ 448
+ ],
+ "log_norms_bin_edges": [
+ -14.481145858764648,
+ -14.242247581481934,
+ -14.003348350524902,
+ -13.764450073242188,
+ -13.525551795959473,
+ -13.286652565002441,
+ -13.047754287719727,
+ -12.808856010437012,
+ -12.56995677947998,
+ -12.331058502197266,
+ -12.092159271240234,
+ -11.85326099395752,
+ -11.614362716674805,
+ -11.375463485717773,
+ -11.136565208435059,
+ -10.897666931152344,
+ -10.658767700195312,
+ -10.419869422912598,
+ -10.180971145629883,
+ -9.942071914672852,
+ -9.703173637390137,
+ -9.464275360107422,
+ -9.22537612915039,
+ -8.986477851867676,
+ -8.747579574584961,
+ -8.50868034362793,
+ -8.269782066345215,
+ -8.0308837890625,
+ -7.791985034942627,
+ -7.553086280822754,
+ -7.314187526702881,
+ -7.075289249420166,
+ -6.836390495300293,
+ -6.59749174118042,
+ -6.358592987060547,
+ -6.119694709777832,
+ -5.880796432495117,
+ -5.641897201538086,
+ -5.402998924255371,
+ -5.164100646972656,
+ -4.925201416015625,
+ -4.68630313873291,
+ -4.447404861450195,
+ -4.208505630493164,
+ -3.969607353210449,
+ -3.7307090759277344,
+ -3.491809844970703,
+ -3.2529115676879883,
+ -3.0140132904052734,
+ -2.775114059448242,
+ -2.5362155437469482
+ ],
+ "r_inf_mean": 0.23671835660934448,
+ "r_inf_median": 0.2346799373626709,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6487705707550049,
+ "eff_dim_mean": 0.6487705707550049,
+ "topk_energy": {
+ "1": 0.05679477006196976,
+ "5": 0.24930351972579956,
+ "10": 0.40438827872276306,
+ "25": 0.7113168239593506
+ },
+ "gamma_raw": -0.03440014272928238,
+ "gamma_active": {
+ "1e-08": -0.035480841994285583,
+ "1e-07": -0.03514362499117851,
+ "1e-06": -0.034709639847278595,
+ "1e-05": -0.03507131710648537,
+ "0.0001": -0.03553719446063042
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.03834894211990862,
+ "1e-07": -0.03834894211990862,
+ "1e-06": -0.03834894211990862,
+ "1e-05": -0.03834894211990862,
+ "0.0001": -0.03834894211990862
+ }
+ },
+ {
+ "layer": 7,
+ "mean_norm": 0.0019049315014854074,
+ "median_norm": 0.00196360913105309,
+ "max_norm": 0.0029014209285378456,
+ "min_norm": 3.2756907063680347e-15,
+ "support": {
+ "1e-08": 0.970703125,
+ "1e-07": 0.966796875,
+ "1e-06": 0.9609375,
+ "1e-05": 0.9453125,
+ "0.0001": 0.93359375
+ },
+ "log_norms_percentiles": {
+ "1": -10.598732948303223,
+ "5": -5.213141441345215,
+ "10": -3.041884660720825,
+ "25": -2.729121446609497,
+ "50": -2.7069029808044434,
+ "75": -2.6433773040771484,
+ "90": -2.5998029708862305,
+ "95": -2.568925142288208,
+ "99": -2.5386626720428467
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 1,
+ 2,
+ 0,
+ 1,
+ 0,
+ 2,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 1,
+ 2,
+ 3,
+ 3,
+ 2,
+ 1,
+ 0,
+ 2,
+ 2,
+ 4,
+ 5,
+ 7,
+ 15,
+ 445
+ ],
+ "log_norms_bin_edges": [
+ -14.484698295593262,
+ -14.245752334594727,
+ -14.006806373596191,
+ -13.76785945892334,
+ -13.528913497924805,
+ -13.28996753692627,
+ -13.051021575927734,
+ -12.812074661254883,
+ -12.573128700256348,
+ -12.334182739257812,
+ -12.095236778259277,
+ -11.856290817260742,
+ -11.61734390258789,
+ -11.378397941589355,
+ -11.13945198059082,
+ -10.900505065917969,
+ -10.661559104919434,
+ -10.422613143920898,
+ -10.183667182922363,
+ -9.944721221923828,
+ -9.705774307250977,
+ -9.466828346252441,
+ -9.227882385253906,
+ -8.988935470581055,
+ -8.749990463256836,
+ -8.511043548583984,
+ -8.27209758758545,
+ -8.033151626586914,
+ -7.794205188751221,
+ -7.555258750915527,
+ -7.316312789916992,
+ -7.077366352081299,
+ -6.838420391082764,
+ -6.5994744300842285,
+ -6.360527992248535,
+ -6.12158203125,
+ -5.882636070251465,
+ -5.643689155578613,
+ -5.404743194580078,
+ -5.165797233581543,
+ -4.926851272583008,
+ -4.687904357910156,
+ -4.448958396911621,
+ -4.210012435913086,
+ -3.971066474914551,
+ -3.732119560241699,
+ -3.493173599243164,
+ -3.254227638244629,
+ -3.0152816772460938,
+ -2.7763357162475586,
+ -2.5373892784118652
+ ],
+ "r_inf_mean": 0.23037678003311157,
+ "r_inf_median": 0.22596317529678345,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6564525365829468,
+ "eff_dim_mean": 0.6564525365829468,
+ "topk_energy": {
+ "1": 0.053681641817092896,
+ "5": 0.23957109451293945,
+ "10": 0.3936571478843689,
+ "25": 0.7024872303009033
+ },
+ "gamma_raw": 0.024835865944623947,
+ "gamma_active": {
+ "1e-08": 0.025659576058387756,
+ "1e-07": 0.025888312608003616,
+ "1e-06": 0.025852994993329048,
+ "1e-05": 0.026044348254799843,
+ "0.0001": 0.025251366198062897
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.03113055478121498,
+ "1e-07": 0.03113055478121498,
+ "1e-06": 0.03113055478121498,
+ "1e-05": 0.03113055478121498,
+ "0.0001": 0.03113055478121498
+ }
+ }
+ ]
+} \ No newline at end of file