summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L8.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L8.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L8.json1268
1 files changed, 1268 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L8.json b/results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L8.json
new file mode 100644
index 0000000..0a0d969
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_bp_s1024_a1.0_L8.json
@@ -0,0 +1,1268 @@
+{
+ "dataset": "synth",
+ "method": "bp",
+ "seed": 1024,
+ "alpha": 1.0,
+ "depth": 8,
+ "batch": 512,
+ "loss": 17.055095672607422,
+ "acc": 0.111328125,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.02410086803138256,
+ "median_norm": 0.02541913092136383,
+ "max_norm": 0.059246428310871124,
+ "min_norm": 6.489901671624665e-11,
+ "support": {
+ "1e-08": 0.994140625,
+ "1e-07": 0.9921875,
+ "1e-06": 0.984375,
+ "1e-05": 0.98046875,
+ "0.0001": 0.96484375
+ },
+ "log_norms_percentiles": {
+ "1": -6.506077766418457,
+ "5": -3.3030238151550293,
+ "10": -1.9029898643493652,
+ "25": -1.667037010192871,
+ "50": -1.5947952270507812,
+ "75": -1.5332677364349365,
+ "90": -1.4853097200393677,
+ "95": -1.4468454122543335,
+ "99": -1.3814529180526733
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 3,
+ 0,
+ 0,
+ 2,
+ 4,
+ 3,
+ 1,
+ 1,
+ 5,
+ 2,
+ 4,
+ 0,
+ 4,
+ 3,
+ 6,
+ 1,
+ 17,
+ 209,
+ 230,
+ 7
+ ],
+ "log_norms_bin_edges": [
+ -10.187762260437012,
+ -10.008553504943848,
+ -9.829345703125,
+ -9.650136947631836,
+ -9.470928192138672,
+ -9.291719436645508,
+ -9.11251163482666,
+ -8.933302879333496,
+ -8.754094123840332,
+ -8.574886322021484,
+ -8.39567756652832,
+ -8.216468811035156,
+ -8.037260055541992,
+ -7.8580522537231445,
+ -7.6788434982299805,
+ -7.499634742736816,
+ -7.3204264640808105,
+ -7.141218185424805,
+ -6.962009429931641,
+ -6.782800674438477,
+ -6.603592395782471,
+ -6.424384117126465,
+ -6.245175361633301,
+ -6.065967082977295,
+ -5.886758804321289,
+ -5.707550048828125,
+ -5.528341770172119,
+ -5.349133014678955,
+ -5.169924736022949,
+ -4.990715980529785,
+ -4.811507701873779,
+ -4.632298946380615,
+ -4.453090667724609,
+ -4.2738823890686035,
+ -4.0946736335754395,
+ -3.9154653549194336,
+ -3.7362565994262695,
+ -3.5570483207702637,
+ -3.3778395652770996,
+ -3.1986312866210938,
+ -3.0194225311279297,
+ -2.840214252471924,
+ -2.661005973815918,
+ -2.481797218322754,
+ -2.302588939666748,
+ -2.123380661010742,
+ -1.9441719055175781,
+ -1.764963150024414,
+ -1.5857553482055664,
+ -1.4065465927124023,
+ -1.2273378372192383
+ ],
+ "r_inf_mean": 0.2586217522621155,
+ "r_inf_median": 0.2532387375831604,
+ "pr_mean": 0.32552647590637207,
+ "pr_median": 0.32575616240501404,
+ "hoyer_mean": 0.6263523101806641,
+ "eff_dim_mean": 0.6263523101806641,
+ "topk_energy": {
+ "1": 0.06828929483890533,
+ "5": 0.2749662399291992,
+ "10": 0.4337672293186188,
+ "25": 0.7331715822219849
+ },
+ "gamma_raw": 0.0064010899513959885,
+ "gamma_active": {
+ "1e-08": 0.006439772434532642,
+ "1e-07": 0.0064196218736469746,
+ "1e-06": 0.0059145716950297356,
+ "1e-05": 0.0060756937600672245,
+ "0.0001": 0.005095119122415781
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.004252240361223008,
+ "1e-07": 0.004252240361223008,
+ "1e-06": 0.004252240361223008,
+ "1e-05": 0.004252240361223008,
+ "0.0001": 0.004252240361223008
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.01484149694442749,
+ "median_norm": 0.01575603522360325,
+ "max_norm": 0.03602880984544754,
+ "min_norm": 4.034660452956196e-11,
+ "support": {
+ "1e-08": 0.994140625,
+ "1e-07": 0.990234375,
+ "1e-06": 0.982421875,
+ "1e-05": 0.98046875,
+ "0.0001": 0.958984375
+ },
+ "log_norms_percentiles": {
+ "1": -6.716440200805664,
+ "5": -3.5071163177490234,
+ "10": -2.1122171878814697,
+ "25": -1.866635799407959,
+ "50": -1.8025106191635132,
+ "75": -1.7476422786712646,
+ "90": -1.6989269256591797,
+ "95": -1.6707956790924072,
+ "99": -1.617222547531128
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 2,
+ 4,
+ 3,
+ 1,
+ 1,
+ 5,
+ 2,
+ 4,
+ 0,
+ 4,
+ 3,
+ 5,
+ 2,
+ 11,
+ 198,
+ 247,
+ 7
+ ],
+ "log_norms_bin_edges": [
+ -10.394192695617676,
+ -10.21517562866211,
+ -10.036158561706543,
+ -9.857142448425293,
+ -9.678125381469727,
+ -9.49910831451416,
+ -9.320091247558594,
+ -9.141075134277344,
+ -8.962058067321777,
+ -8.783041000366211,
+ -8.604023933410645,
+ -8.425006866455078,
+ -8.245990753173828,
+ -8.066973686218262,
+ -7.887956619262695,
+ -7.708939552307129,
+ -7.529922962188721,
+ -7.3509063720703125,
+ -7.171889305114746,
+ -6.99287223815918,
+ -6.8138556480407715,
+ -6.634838581085205,
+ -6.455821990966797,
+ -6.2768049240112305,
+ -6.097787857055664,
+ -5.918771266937256,
+ -5.7397541999816895,
+ -5.560737609863281,
+ -5.381720542907715,
+ -5.202703952789307,
+ -5.02368688583374,
+ -4.844670295715332,
+ -4.665653228759766,
+ -4.486636161804199,
+ -4.307619571685791,
+ -4.128602504730225,
+ -3.9495859146118164,
+ -3.77056884765625,
+ -3.591552257537842,
+ -3.4125351905822754,
+ -3.233518600463867,
+ -3.054501533508301,
+ -2.8754844665527344,
+ -2.696467876434326,
+ -2.5174508094787598,
+ -2.3384342193603516,
+ -2.159417152404785,
+ -1.9804000854492188,
+ -1.8013830184936523,
+ -1.6223669052124023,
+ -1.4433501958847046
+ ],
+ "r_inf_mean": 0.2646593451499939,
+ "r_inf_median": 0.25976067781448364,
+ "pr_mean": 0.3133655786514282,
+ "pr_median": 0.3138669729232788,
+ "hoyer_mean": 0.6164640188217163,
+ "eff_dim_mean": 0.6164640188217163,
+ "topk_energy": {
+ "1": 0.07139579206705093,
+ "5": 0.28418511152267456,
+ "10": 0.4450431168079376,
+ "25": 0.7422764897346497
+ },
+ "gamma_raw": 0.0023391800932586193,
+ "gamma_active": {
+ "1e-08": 0.0023550528567284346,
+ "1e-07": 0.002309672301635146,
+ "1e-06": 0.0024973961990326643,
+ "1e-05": 0.0024378779344260693,
+ "0.0001": 0.0022586178965866566
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.002401382023888404,
+ "1e-07": 0.002401382023888404,
+ "1e-06": 0.002401382023888404,
+ "1e-05": 0.002401382023888404,
+ "0.0001": 0.002401382023888404
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.009172573685646057,
+ "median_norm": 0.009862981736660004,
+ "max_norm": 0.02161099575459957,
+ "min_norm": 2.592299465364878e-11,
+ "support": {
+ "1e-08": 0.994140625,
+ "1e-07": 0.990234375,
+ "1e-06": 0.982421875,
+ "1e-05": 0.974609375,
+ "0.0001": 0.955078125
+ },
+ "log_norms_percentiles": {
+ "1": -6.9309563636779785,
+ "5": -3.704042673110962,
+ "10": -2.2919416427612305,
+ "25": -2.0737738609313965,
+ "50": -2.0057425498962402,
+ "75": -1.9580610990524292,
+ "90": -1.9110873937606812,
+ "95": -1.887933611869812,
+ "99": -1.843023419380188
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 2,
+ 4,
+ 3,
+ 1,
+ 2,
+ 4,
+ 2,
+ 4,
+ 0,
+ 3,
+ 4,
+ 5,
+ 2,
+ 8,
+ 167,
+ 282,
+ 6
+ ],
+ "log_norms_bin_edges": [
+ -10.586315155029297,
+ -10.4078950881958,
+ -10.229475975036621,
+ -10.051055908203125,
+ -9.872635841369629,
+ -9.694215774536133,
+ -9.515796661376953,
+ -9.337376594543457,
+ -9.158956527709961,
+ -8.980537414550781,
+ -8.802117347717285,
+ -8.623697280883789,
+ -8.44527816772461,
+ -8.266858100891113,
+ -8.088438034057617,
+ -7.910017967224121,
+ -7.731598377227783,
+ -7.553178787231445,
+ -7.374758720397949,
+ -7.196338653564453,
+ -7.017919063568115,
+ -6.839499473571777,
+ -6.661079406738281,
+ -6.482659816741943,
+ -6.3042402267456055,
+ -6.125820159912109,
+ -5.9474005699157715,
+ -5.768980503082275,
+ -5.5905609130859375,
+ -5.412140846252441,
+ -5.2337212562561035,
+ -5.055301189422607,
+ -4.8768815994262695,
+ -4.698462009429932,
+ -4.5200419425964355,
+ -4.341622352600098,
+ -4.163202285766602,
+ -3.9847826957702637,
+ -3.8063626289367676,
+ -3.6279430389404297,
+ -3.4495229721069336,
+ -3.2711033821105957,
+ -3.092683792114258,
+ -2.9142637252807617,
+ -2.735844135284424,
+ -2.557424545288086,
+ -2.37900447845459,
+ -2.2005844116210938,
+ -2.022165298461914,
+ -1.843745231628418,
+ -1.6653252840042114
+ ],
+ "r_inf_mean": 0.26404696702957153,
+ "r_inf_median": 0.25868454575538635,
+ "pr_mean": 0.31596970558166504,
+ "pr_median": 0.31424739956855774,
+ "hoyer_mean": 0.6187723875045776,
+ "eff_dim_mean": 0.6187723875045776,
+ "topk_energy": {
+ "1": 0.07101267576217651,
+ "5": 0.2823699712753296,
+ "10": 0.4428502321243286,
+ "25": 0.7403110861778259
+ },
+ "gamma_raw": 0.006178267300128937,
+ "gamma_active": {
+ "1e-08": 0.00621615257114172,
+ "1e-07": 0.006119961384683847,
+ "1e-06": 0.006237430963665247,
+ "1e-05": 0.006260068621486425,
+ "0.0001": 0.005676527973264456
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.0066493307923363625,
+ "1e-07": 0.0066493307923363625,
+ "1e-06": 0.0066493307923363625,
+ "1e-05": 0.0066493307923363625,
+ "0.0001": 0.0066493307923363625
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.005920513533055782,
+ "median_norm": 0.006383766420185566,
+ "max_norm": 0.01284848153591156,
+ "min_norm": 1.8107671612144216e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.98828125,
+ "1e-06": 0.982421875,
+ "1e-05": 0.974609375,
+ "0.0001": 0.951171875
+ },
+ "log_norms_percentiles": {
+ "1": -7.125415325164795,
+ "5": -3.903027296066284,
+ "10": -2.4540421962738037,
+ "25": -2.2514595985412598,
+ "50": -2.1948466300964355,
+ "75": -2.1537554264068604,
+ "90": -2.1112372875213623,
+ "95": -2.091384172439575,
+ "99": -2.067492723464966
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 3,
+ 0,
+ 0,
+ 2,
+ 4,
+ 3,
+ 1,
+ 2,
+ 4,
+ 2,
+ 3,
+ 1,
+ 3,
+ 4,
+ 5,
+ 2,
+ 5,
+ 82,
+ 370,
+ 6
+ ],
+ "log_norms_bin_edges": [
+ -10.742137908935547,
+ -10.565117835998535,
+ -10.38809871673584,
+ -10.211078643798828,
+ -10.034058570861816,
+ -9.857038497924805,
+ -9.68001937866211,
+ -9.502999305725098,
+ -9.325979232788086,
+ -9.14896011352539,
+ -8.971940040588379,
+ -8.794919967651367,
+ -8.617900848388672,
+ -8.44088077545166,
+ -8.263860702514648,
+ -8.086841583251953,
+ -7.909821510314941,
+ -7.73280143737793,
+ -7.555781364440918,
+ -7.378762245178223,
+ -7.201742172241211,
+ -7.024722099304199,
+ -6.847702503204346,
+ -6.670682907104492,
+ -6.4936628341674805,
+ -6.316643238067627,
+ -6.139623165130615,
+ -5.962603569030762,
+ -5.785583972930908,
+ -5.6085638999938965,
+ -5.431544303894043,
+ -5.254524230957031,
+ -5.077504634857178,
+ -4.900485038757324,
+ -4.7234649658203125,
+ -4.546445369720459,
+ -4.369425296783447,
+ -4.192405700683594,
+ -4.01538610458374,
+ -3.8383660316467285,
+ -3.661346435546875,
+ -3.4843263626098633,
+ -3.3073067665100098,
+ -3.1302871704101562,
+ -2.9532670974731445,
+ -2.776247501373291,
+ -2.5992279052734375,
+ -2.422207832336426,
+ -2.245187759399414,
+ -2.0681686401367188,
+ -1.891148328781128
+ ],
+ "r_inf_mean": 0.26390743255615234,
+ "r_inf_median": 0.2579365670681,
+ "pr_mean": 0.32145053148269653,
+ "pr_median": 0.32001087069511414,
+ "hoyer_mean": 0.6245108246803284,
+ "eff_dim_mean": 0.6245107650756836,
+ "topk_energy": {
+ "1": 0.07101024687290192,
+ "5": 0.28050923347473145,
+ "10": 0.43868663907051086,
+ "25": 0.7350521087646484
+ },
+ "gamma_raw": 0.008899711072444916,
+ "gamma_active": {
+ "1e-08": 0.009203898720443249,
+ "1e-07": 0.009199029766023159,
+ "1e-06": 0.009155862964689732,
+ "1e-05": 0.009244275279343128,
+ "0.0001": 0.007924470119178295
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.009141908841577999,
+ "1e-07": 0.009141908841577999,
+ "1e-06": 0.009141908841577999,
+ "1e-05": 0.009141908841577999,
+ "0.0001": 0.009141908841577999
+ }
+ },
+ {
+ "layer": 4,
+ "mean_norm": 0.004264034330844879,
+ "median_norm": 0.0045959907583892345,
+ "max_norm": 0.007967756129801273,
+ "min_norm": 1.4436922143867825e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.98828125,
+ "1e-06": 0.982421875,
+ "1e-05": 0.97265625,
+ "0.0001": 0.943359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.263597011566162,
+ "5": -4.053887367248535,
+ "10": -2.5931222438812256,
+ "25": -2.3854427337646484,
+ "50": -2.3375868797302246,
+ "75": -2.3014349937438965,
+ "90": -2.262409210205078,
+ "95": -2.229334592819214,
+ "99": -2.1876280307769775
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 2,
+ 4,
+ 2,
+ 2,
+ 0,
+ 5,
+ 3,
+ 2,
+ 2,
+ 2,
+ 5,
+ 3,
+ 3,
+ 3,
+ 20,
+ 376,
+ 65
+ ],
+ "log_norms_bin_edges": [
+ -10.84052562713623,
+ -10.665688514709473,
+ -10.490851402282715,
+ -10.316014289855957,
+ -10.141176223754883,
+ -9.966339111328125,
+ -9.791501998901367,
+ -9.61666488647461,
+ -9.441827774047852,
+ -9.266990661621094,
+ -9.092153549194336,
+ -8.917316436767578,
+ -8.74247932434082,
+ -8.567642211914062,
+ -8.392804145812988,
+ -8.21796703338623,
+ -8.043129920959473,
+ -7.868292808532715,
+ -7.693455696105957,
+ -7.518618106842041,
+ -7.343780994415283,
+ -7.168943881988525,
+ -6.994106292724609,
+ -6.819269180297852,
+ -6.644432067871094,
+ -6.469594955444336,
+ -6.294757843017578,
+ -6.119920253753662,
+ -5.945083141326904,
+ -5.7702460289001465,
+ -5.5954084396362305,
+ -5.420571327209473,
+ -5.245734214782715,
+ -5.070897102355957,
+ -4.896059989929199,
+ -4.721222400665283,
+ -4.546385288238525,
+ -4.371548175811768,
+ -4.196710586547852,
+ -4.021873474121094,
+ -3.847036361694336,
+ -3.672199249267578,
+ -3.4973621368408203,
+ -3.3225245475769043,
+ -3.1476874351501465,
+ -2.9728503227233887,
+ -2.7980127334594727,
+ -2.623175621032715,
+ -2.448338508605957,
+ -2.273501396179199,
+ -2.0986640453338623
+ ],
+ "r_inf_mean": 0.26103413105010986,
+ "r_inf_median": 0.25592756271362305,
+ "pr_mean": Infinity,
+ "pr_median": 0.3283481299877167,
+ "hoyer_mean": 0.6326389312744141,
+ "eff_dim_mean": 0.6326389312744141,
+ "topk_energy": {
+ "1": 0.06961321830749512,
+ "5": 0.27491387724876404,
+ "10": 0.4302266836166382,
+ "25": 0.7265466451644897
+ },
+ "gamma_raw": 0.037642478942871094,
+ "gamma_active": {
+ "1e-08": 0.03779347613453865,
+ "1e-07": 0.03799173980951309,
+ "1e-06": 0.038139041513204575,
+ "1e-05": 0.037812042981386185,
+ "0.0001": 0.039915453642606735
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.03830692811388333,
+ "1e-07": 0.03830692811388333,
+ "1e-06": 0.03830692811388333,
+ "1e-05": 0.03830692811388333,
+ "0.0001": 0.03830692811388333
+ }
+ },
+ {
+ "layer": 5,
+ "mean_norm": 0.0034829596988856792,
+ "median_norm": 0.0036789453588426113,
+ "max_norm": 0.0058550662361085415,
+ "min_norm": 1.2831201379182033e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.986328125,
+ "1e-06": 0.982421875,
+ "1e-05": 0.970703125,
+ "0.0001": 0.939453125
+ },
+ "log_norms_percentiles": {
+ "1": -7.343724250793457,
+ "5": -4.164059638977051,
+ "10": -2.6926937103271484,
+ "25": -2.475198984146118,
+ "50": -2.4342281818389893,
+ "75": -2.396782398223877,
+ "90": -2.3375813961029053,
+ "95": -2.301208734512329,
+ "99": -2.2381415367126465
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 2,
+ 4,
+ 1,
+ 3,
+ 0,
+ 5,
+ 3,
+ 2,
+ 2,
+ 2,
+ 4,
+ 4,
+ 2,
+ 4,
+ 10,
+ 288,
+ 163
+ ],
+ "log_norms_bin_edges": [
+ -10.891733169555664,
+ -10.718547821044922,
+ -10.54536247253418,
+ -10.372177124023438,
+ -10.198991775512695,
+ -10.025806427001953,
+ -9.852621078491211,
+ -9.679435729980469,
+ -9.506250381469727,
+ -9.333065032958984,
+ -9.159880638122559,
+ -8.986695289611816,
+ -8.813509941101074,
+ -8.640324592590332,
+ -8.46713924407959,
+ -8.293953895568848,
+ -8.120768547058105,
+ -7.947583198547363,
+ -7.774397850036621,
+ -7.601212501525879,
+ -7.428027153015137,
+ -7.2548418045043945,
+ -7.0816569328308105,
+ -6.908471584320068,
+ -6.735286235809326,
+ -6.562100887298584,
+ -6.388915538787842,
+ -6.2157301902771,
+ -6.042545318603516,
+ -5.869359970092773,
+ -5.696174621582031,
+ -5.522989273071289,
+ -5.349803924560547,
+ -5.176618576049805,
+ -5.0034332275390625,
+ -4.83024787902832,
+ -4.657062530517578,
+ -4.483877658843994,
+ -4.310692310333252,
+ -4.13750696182251,
+ -3.9643216133117676,
+ -3.7911362648010254,
+ -3.617950916290283,
+ -3.444765567779541,
+ -3.271580696105957,
+ -3.098395347595215,
+ -2.9252099990844727,
+ -2.7520246505737305,
+ -2.5788393020629883,
+ -2.405653953552246,
+ -2.232468366622925
+ ],
+ "r_inf_mean": 0.2532985508441925,
+ "r_inf_median": 0.24656036496162415,
+ "pr_mean": Infinity,
+ "pr_median": 0.3456878364086151,
+ "hoyer_mean": 0.6439065933227539,
+ "eff_dim_mean": 0.6439065933227539,
+ "topk_energy": {
+ "1": 0.06552687287330627,
+ "5": 0.2623238265514374,
+ "10": 0.41497769951820374,
+ "25": 0.7144032716751099
+ },
+ "gamma_raw": 0.01459758635610342,
+ "gamma_active": {
+ "1e-08": 0.014745929278433323,
+ "1e-07": 0.014735179021954536,
+ "1e-06": 0.014844845980405807,
+ "1e-05": 0.014916379936039448,
+ "0.0001": 0.014291125349700451
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.017051885458324343,
+ "1e-07": 0.017051885458324343,
+ "1e-06": 0.017051885458324343,
+ "1e-05": 0.017051885458324343,
+ "0.0001": 0.017051885458324343
+ }
+ },
+ {
+ "layer": 6,
+ "mean_norm": 0.0031110208947211504,
+ "median_norm": 0.0032055459450930357,
+ "max_norm": 0.005564721766859293,
+ "min_norm": 1.1829742914415409e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.984375,
+ "1e-06": 0.982421875,
+ "1e-05": 0.966796875,
+ "0.0001": 0.939453125
+ },
+ "log_norms_percentiles": {
+ "1": -7.385304927825928,
+ "5": -4.240370750427246,
+ "10": -2.7715957164764404,
+ "25": -2.527743101119995,
+ "50": -2.494086265563965,
+ "75": -2.4434094429016113,
+ "90": -2.377873659133911,
+ "95": -2.333106756210327,
+ "99": -2.256718635559082
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 1,
+ 2,
+ 3,
+ 3,
+ 1,
+ 1,
+ 5,
+ 2,
+ 2,
+ 2,
+ 2,
+ 4,
+ 4,
+ 2,
+ 4,
+ 13,
+ 348,
+ 100
+ ],
+ "log_norms_bin_edges": [
+ -10.927024841308594,
+ -10.753575325012207,
+ -10.58012580871582,
+ -10.40667724609375,
+ -10.233227729797363,
+ -10.059778213500977,
+ -9.88632869720459,
+ -9.712879180908203,
+ -9.539429664611816,
+ -9.36598014831543,
+ -9.19253158569336,
+ -9.019082069396973,
+ -8.845632553100586,
+ -8.6721830368042,
+ -8.498733520507812,
+ -8.325284004211426,
+ -8.151834487915039,
+ -7.978385925292969,
+ -7.804936408996582,
+ -7.631486892700195,
+ -7.458037376403809,
+ -7.284587860107422,
+ -7.111138820648193,
+ -6.937689304351807,
+ -6.764240264892578,
+ -6.590790748596191,
+ -6.417341232299805,
+ -6.243891716003418,
+ -6.0704426765441895,
+ -5.896993160247803,
+ -5.723543643951416,
+ -5.5500946044921875,
+ -5.376645088195801,
+ -5.203195571899414,
+ -5.0297465324401855,
+ -4.856297016143799,
+ -4.682847499847412,
+ -4.509398460388184,
+ -4.335948944091797,
+ -4.16249942779541,
+ -3.9890499114990234,
+ -3.815600872039795,
+ -3.642151355743408,
+ -3.4687018394470215,
+ -3.295252799987793,
+ -3.1218032836914062,
+ -2.9483537673950195,
+ -2.774904251098633,
+ -2.6014556884765625,
+ -2.428006172180176,
+ -2.254556655883789
+ ],
+ "r_inf_mean": 0.243862122297287,
+ "r_inf_median": 0.23861423134803772,
+ "pr_mean": Infinity,
+ "pr_median": 0.36579030752182007,
+ "hoyer_mean": 0.6562238931655884,
+ "eff_dim_mean": 0.6562238931655884,
+ "topk_energy": {
+ "1": 0.0606413260102272,
+ "5": 0.24776950478553772,
+ "10": 0.39942413568496704,
+ "25": 0.7017090320587158
+ },
+ "gamma_raw": -0.04251890257000923,
+ "gamma_active": {
+ "1e-08": -0.042898472398519516,
+ "1e-07": -0.04291248694062233,
+ "1e-06": -0.043026212602853775,
+ "1e-05": -0.043072182685136795,
+ "0.0001": -0.04212246090173721
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.04671363624702384,
+ "1e-07": -0.04671363624702384,
+ "1e-06": -0.04671363624702384,
+ "1e-05": -0.04671363624702384,
+ "0.0001": -0.04671363624702384
+ }
+ },
+ {
+ "layer": 7,
+ "mean_norm": 0.0029320796020329,
+ "median_norm": 0.0029823302756994963,
+ "max_norm": 0.005464952439069748,
+ "min_norm": 1.1084660966886872e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.984375,
+ "1e-06": 0.98046875,
+ "1e-05": 0.962890625,
+ "0.0001": 0.939453125
+ },
+ "log_norms_percentiles": {
+ "1": -7.406222343444824,
+ "5": -4.2740397453308105,
+ "10": -2.818697929382324,
+ "25": -2.559746742248535,
+ "50": -2.5253396034240723,
+ "75": -2.4659461975097656,
+ "90": -2.3999969959259033,
+ "95": -2.3477206230163574,
+ "99": -2.2635233402252197
+ },
+ "log_norms_histogram": [
+ 2,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 1,
+ 3,
+ 2,
+ 3,
+ 1,
+ 1,
+ 5,
+ 2,
+ 2,
+ 2,
+ 3,
+ 4,
+ 3,
+ 2,
+ 8,
+ 19,
+ 341,
+ 97
+ ],
+ "log_norms_bin_edges": [
+ -10.955277442932129,
+ -10.78141975402832,
+ -10.607563018798828,
+ -10.43370532989502,
+ -10.259848594665527,
+ -10.085990905761719,
+ -9.912134170532227,
+ -9.738276481628418,
+ -9.56441879272461,
+ -9.390562057495117,
+ -9.216704368591309,
+ -9.042847633361816,
+ -8.868989944458008,
+ -8.695133209228516,
+ -8.521275520324707,
+ -8.347417831420898,
+ -8.173561096191406,
+ -7.999703884124756,
+ -7.8258466720581055,
+ -7.651988983154297,
+ -7.478132247924805,
+ -7.304274559020996,
+ -7.130417346954346,
+ -6.956560134887695,
+ -6.782702922821045,
+ -6.6088457107543945,
+ -6.434988498687744,
+ -6.261131286621094,
+ -6.087273597717285,
+ -5.913416385650635,
+ -5.739559173583984,
+ -5.565701961517334,
+ -5.391844749450684,
+ -5.217987537384033,
+ -5.044130325317383,
+ -4.870273113250732,
+ -4.696415901184082,
+ -4.522558212280273,
+ -4.348701000213623,
+ -4.174843788146973,
+ -4.000986576080322,
+ -3.827129364013672,
+ -3.6532721519470215,
+ -3.479414939880371,
+ -3.3055572509765625,
+ -3.131700038909912,
+ -2.9578428268432617,
+ -2.7839860916137695,
+ -2.610128402709961,
+ -2.4362707138061523,
+ -2.262413501739502
+ ],
+ "r_inf_mean": 0.2360016107559204,
+ "r_inf_median": 0.23323169350624084,
+ "pr_mean": Infinity,
+ "pr_median": 0.37878119945526123,
+ "hoyer_mean": 0.6679263710975647,
+ "eff_dim_mean": 0.6679263710975647,
+ "topk_energy": {
+ "1": 0.05671091005206108,
+ "5": 0.2368665486574173,
+ "10": 0.38632822036743164,
+ "25": 0.6910130381584167
+ },
+ "gamma_raw": 0.0031791911460459232,
+ "gamma_active": {
+ "1e-08": 0.0031968513503670692,
+ "1e-07": 0.0030949292704463005,
+ "1e-06": 0.003064683871343732,
+ "1e-05": 0.0025975469034165144,
+ "0.0001": 0.00335808377712965
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.0005592370972703763,
+ "1e-07": 0.0005592370972703763,
+ "1e-06": 0.0005592370972703763,
+ "1e-05": 0.0005592370972703763,
+ "0.0001": 0.0005592370972703763
+ }
+ }
+ ]
+} \ No newline at end of file