summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_bp_s2048_a0.0_L8.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/confirmatory/clean_sparsity/synth_bp_s2048_a0.0_L8.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_bp_s2048_a0.0_L8.json1268
1 files changed, 1268 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_bp_s2048_a0.0_L8.json b/results/confirmatory/clean_sparsity/synth_bp_s2048_a0.0_L8.json
new file mode 100644
index 0000000..9b2c028
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_bp_s2048_a0.0_L8.json
@@ -0,0 +1,1268 @@
+{
+ "dataset": "synth",
+ "method": "bp",
+ "seed": 2048,
+ "alpha": 0.0,
+ "depth": 8,
+ "batch": 512,
+ "loss": 19.110618591308594,
+ "acc": 0.103515625,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.02801680564880371,
+ "median_norm": 0.028839407488703728,
+ "max_norm": 0.058616988360881805,
+ "min_norm": 1.5106736694914247e-10,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.990234375,
+ "1e-06": 0.984375,
+ "1e-05": 0.98046875,
+ "0.0001": 0.953125
+ },
+ "log_norms_percentiles": {
+ "1": -6.364610195159912,
+ "5": -3.8783419132232666,
+ "10": -1.8336403369903564,
+ "25": -1.6095768213272095,
+ "50": -1.5397429466247559,
+ "75": -1.4623156785964966,
+ "90": -1.3988722562789917,
+ "95": -1.3687148094177246,
+ "99": -1.2952786684036255
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 2,
+ 0,
+ 0,
+ 0,
+ 4,
+ 2,
+ 4,
+ 0,
+ 2,
+ 2,
+ 3,
+ 3,
+ 0,
+ 0,
+ 4,
+ 1,
+ 1,
+ 2,
+ 3,
+ 2,
+ 1,
+ 4,
+ 11,
+ 129,
+ 269,
+ 55
+ ],
+ "log_norms_bin_edges": [
+ -9.820829391479492,
+ -9.649052619934082,
+ -9.477274894714355,
+ -9.305498123168945,
+ -9.133721351623535,
+ -8.961944580078125,
+ -8.790166854858398,
+ -8.618390083312988,
+ -8.446613311767578,
+ -8.274835586547852,
+ -8.103058815002441,
+ -7.931282043457031,
+ -7.759504795074463,
+ -7.5877275466918945,
+ -7.415950775146484,
+ -7.244173526763916,
+ -7.072396278381348,
+ -6.9006195068359375,
+ -6.728842735290527,
+ -6.557065010070801,
+ -6.385288238525391,
+ -6.2135114669799805,
+ -6.041734218597412,
+ -5.869956970214844,
+ -5.698180198669434,
+ -5.526402950286865,
+ -5.354626178741455,
+ -5.182848930358887,
+ -5.011071681976318,
+ -4.839294910430908,
+ -4.66751766204834,
+ -4.49574089050293,
+ -4.323963642120361,
+ -4.152186393737793,
+ -3.980409622192383,
+ -3.8086323738098145,
+ -3.6368556022644043,
+ -3.465078353881836,
+ -3.2933011054992676,
+ -3.1215243339538574,
+ -2.949747085571289,
+ -2.777970314025879,
+ -2.6061930656433105,
+ -2.434415817260742,
+ -2.262639045715332,
+ -2.0908617973327637,
+ -1.9190850257873535,
+ -1.7473077774047852,
+ -1.575531005859375,
+ -1.4037532806396484,
+ -1.2319765090942383
+ ],
+ "r_inf_mean": 0.24097487330436707,
+ "r_inf_median": 0.2369159758090973,
+ "pr_mean": 0.3581216335296631,
+ "pr_median": 0.358458012342453,
+ "hoyer_mean": 0.643777072429657,
+ "eff_dim_mean": 0.6437770128250122,
+ "topk_energy": {
+ "1": 0.058772504329681396,
+ "5": 0.2498060166835785,
+ "10": 0.40646374225616455,
+ "25": 0.7156027555465698
+ },
+ "gamma_raw": -0.027388907968997955,
+ "gamma_active": {
+ "1e-08": -0.0275346040725708,
+ "1e-07": -0.027343882247805595,
+ "1e-06": -0.027073536068201065,
+ "1e-05": -0.026903603225946426,
+ "0.0001": -0.026690982282161713
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.03169206881108405,
+ "1e-07": -0.03169206881108405,
+ "1e-06": -0.03169206881108405,
+ "1e-05": -0.03169206881108405,
+ "0.0001": -0.03169206881108405
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.008881205692887306,
+ "median_norm": 0.009314865805208683,
+ "max_norm": 0.018863456323742867,
+ "min_norm": 4.543139822676956e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.990234375,
+ "1e-06": 0.98046875,
+ "1e-05": 0.9609375,
+ "0.0001": 0.94140625
+ },
+ "log_norms_percentiles": {
+ "1": -6.873337268829346,
+ "5": -4.388453483581543,
+ "10": -2.3061795234680176,
+ "25": -2.098539352416992,
+ "50": -2.0305819511413574,
+ "75": -1.963097333908081,
+ "90": -1.9163053035736084,
+ "95": -1.8814969062805176,
+ "99": -1.8246804475784302
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 4,
+ 3,
+ 3,
+ 0,
+ 2,
+ 2,
+ 3,
+ 3,
+ 0,
+ 3,
+ 1,
+ 1,
+ 1,
+ 2,
+ 3,
+ 2,
+ 1,
+ 5,
+ 9,
+ 129,
+ 283,
+ 42
+ ],
+ "log_norms_bin_edges": [
+ -10.342643737792969,
+ -10.170278549194336,
+ -9.997913360595703,
+ -9.82554817199707,
+ -9.653182983398438,
+ -9.480816841125488,
+ -9.308451652526855,
+ -9.136086463928223,
+ -8.96372127532959,
+ -8.791356086730957,
+ -8.618990898132324,
+ -8.446625709533691,
+ -8.274259567260742,
+ -8.10189437866211,
+ -7.929529190063477,
+ -7.757164001464844,
+ -7.584798812866211,
+ -7.412433624267578,
+ -7.240068435668945,
+ -7.067702770233154,
+ -6.8953375816345215,
+ -6.722972393035889,
+ -6.550606727600098,
+ -6.378241539001465,
+ -6.205876350402832,
+ -6.033511161804199,
+ -5.861145973205566,
+ -5.688780307769775,
+ -5.516415119171143,
+ -5.34404993057251,
+ -5.171684265136719,
+ -4.999319076538086,
+ -4.826953887939453,
+ -4.65458869934082,
+ -4.4822235107421875,
+ -4.3098578453063965,
+ -4.137492656707764,
+ -3.965127468109131,
+ -3.79276180267334,
+ -3.620396614074707,
+ -3.448031425476074,
+ -3.2756662368774414,
+ -3.1033010482788086,
+ -2.9309353828430176,
+ -2.7585701942443848,
+ -2.586205005645752,
+ -2.413839340209961,
+ -2.241474151611328,
+ -2.0691089630126953,
+ -1.8967437744140625,
+ -1.7243788242340088
+ ],
+ "r_inf_mean": 0.24350085854530334,
+ "r_inf_median": 0.24016383290290833,
+ "pr_mean": 0.3466070294380188,
+ "pr_median": 0.3468085527420044,
+ "hoyer_mean": 0.6343982219696045,
+ "eff_dim_mean": 0.6343982219696045,
+ "topk_energy": {
+ "1": 0.059935346245765686,
+ "5": 0.2572000026702881,
+ "10": 0.41832661628723145,
+ "25": 0.7252838015556335
+ },
+ "gamma_raw": -0.029948744922876358,
+ "gamma_active": {
+ "1e-08": -0.03018590249121189,
+ "1e-07": -0.029823172837495804,
+ "1e-06": -0.029840771108865738,
+ "1e-05": -0.030042046681046486,
+ "0.0001": -0.029989464208483696
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.03367413222965101,
+ "1e-07": -0.03367413222965101,
+ "1e-06": -0.03367413222965101,
+ "1e-05": -0.03367413222965101,
+ "0.0001": -0.03367413222965101
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.0037248183507472277,
+ "median_norm": 0.004017965402454138,
+ "max_norm": 0.0067736501805484295,
+ "min_norm": 1.8801602635898362e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.986328125,
+ "1e-06": 0.98046875,
+ "1e-05": 0.955078125,
+ "0.0001": 0.93359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.278623104095459,
+ "5": -4.778119087219238,
+ "10": -2.6859474182128906,
+ "25": -2.4573850631713867,
+ "50": -2.395789623260498,
+ "75": -2.3455514907836914,
+ "90": -2.3186135292053223,
+ "95": -2.2961642742156982,
+ "99": -2.2460029125213623
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 2,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 3,
+ 3,
+ 3,
+ 1,
+ 1,
+ 3,
+ 3,
+ 3,
+ 0,
+ 2,
+ 2,
+ 0,
+ 1,
+ 2,
+ 3,
+ 2,
+ 2,
+ 3,
+ 5,
+ 23,
+ 323,
+ 114
+ ],
+ "log_norms_bin_edges": [
+ -10.725805282592773,
+ -10.554672241210938,
+ -10.383540153503418,
+ -10.212408065795898,
+ -10.041275024414062,
+ -9.870141983032227,
+ -9.699009895324707,
+ -9.527877807617188,
+ -9.356744766235352,
+ -9.185611724853516,
+ -9.014479637145996,
+ -8.843347549438477,
+ -8.67221450805664,
+ -8.501081466674805,
+ -8.329949378967285,
+ -8.158817291259766,
+ -7.98768424987793,
+ -7.816551685333252,
+ -7.645419120788574,
+ -7.4742865562438965,
+ -7.303153991699219,
+ -7.132021427154541,
+ -6.960888862609863,
+ -6.7897562980651855,
+ -6.618623733520508,
+ -6.44749116897583,
+ -6.276358604431152,
+ -6.105226039886475,
+ -5.934093475341797,
+ -5.762960910797119,
+ -5.591828346252441,
+ -5.420695781707764,
+ -5.249563217163086,
+ -5.078430652618408,
+ -4.9072980880737305,
+ -4.736165523529053,
+ -4.565032958984375,
+ -4.393900394439697,
+ -4.2227678298950195,
+ -4.051635265350342,
+ -3.880502700805664,
+ -3.7093701362609863,
+ -3.5382375717163086,
+ -3.367105007171631,
+ -3.195972442626953,
+ -3.0248398780822754,
+ -2.8537073135375977,
+ -2.682575225830078,
+ -2.511442184448242,
+ -2.3403091430664062,
+ -2.169177293777466
+ ],
+ "r_inf_mean": 0.2467954158782959,
+ "r_inf_median": 0.24519623816013336,
+ "pr_mean": Infinity,
+ "pr_median": 0.34344038367271423,
+ "hoyer_mean": 0.6333281993865967,
+ "eff_dim_mean": 0.6333281397819519,
+ "topk_energy": {
+ "1": 0.06157897412776947,
+ "5": 0.26163995265960693,
+ "10": 0.4211525022983551,
+ "25": 0.7265881299972534
+ },
+ "gamma_raw": 0.02761487476527691,
+ "gamma_active": {
+ "1e-08": 0.02780965343117714,
+ "1e-07": 0.02764565497636795,
+ "1e-06": 0.0274816807359457,
+ "1e-05": 0.02725336328148842,
+ "0.0001": 0.026607554405927658
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.027078563065669387,
+ "1e-07": 0.027078563065669387,
+ "1e-06": 0.027078563065669387,
+ "1e-05": 0.027078563065669387,
+ "0.0001": 0.027078563065669387
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.002582550048828125,
+ "median_norm": 0.0027180856559425592,
+ "max_norm": 0.004207216668874025,
+ "min_norm": 1.2543015237564958e-11,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.984375,
+ "1e-06": 0.9765625,
+ "1e-05": 0.951171875,
+ "0.0001": 0.93359375
+ },
+ "log_norms_percentiles": {
+ "1": -7.4831719398498535,
+ "5": -4.9676713943481445,
+ "10": -2.8860373497009277,
+ "25": -2.6180965900421143,
+ "50": -2.565645217895508,
+ "75": -2.5080864429473877,
+ "90": -2.458994150161743,
+ "95": -2.422924518585205,
+ "99": -2.3999199867248535
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 3,
+ 3,
+ 3,
+ 1,
+ 1,
+ 4,
+ 3,
+ 1,
+ 1,
+ 1,
+ 3,
+ 0,
+ 1,
+ 2,
+ 3,
+ 2,
+ 2,
+ 3,
+ 4,
+ 7,
+ 248,
+ 206
+ ],
+ "log_norms_bin_edges": [
+ -10.901598930358887,
+ -10.731086730957031,
+ -10.560575485229492,
+ -10.390063285827637,
+ -10.219551086425781,
+ -10.049039840698242,
+ -9.878527641296387,
+ -9.708015441894531,
+ -9.537504196166992,
+ -9.366991996765137,
+ -9.196479797363281,
+ -9.025968551635742,
+ -8.855456352233887,
+ -8.684944152832031,
+ -8.514432907104492,
+ -8.343920707702637,
+ -8.173408508300781,
+ -8.002897262573242,
+ -7.832385063171387,
+ -7.6618733406066895,
+ -7.491361618041992,
+ -7.320849418640137,
+ -7.1503376960754395,
+ -6.979825973510742,
+ -6.809313774108887,
+ -6.6388020515441895,
+ -6.468290328979492,
+ -6.297778606414795,
+ -6.1272664070129395,
+ -5.956754684448242,
+ -5.786242961883545,
+ -5.6157307624816895,
+ -5.445219039916992,
+ -5.274707317352295,
+ -5.1041951179504395,
+ -4.933683395385742,
+ -4.763171672821045,
+ -4.5926594734191895,
+ -4.422147750854492,
+ -4.251636028289795,
+ -4.081124305725098,
+ -3.910612106323242,
+ -3.740100383758545,
+ -3.5695886611938477,
+ -3.399076461791992,
+ -3.228564739227295,
+ -3.0580530166625977,
+ -2.887540817260742,
+ -2.7170286178588867,
+ -2.5465173721313477,
+ -2.376005172729492
+ ],
+ "r_inf_mean": 0.24109280109405518,
+ "r_inf_median": 0.236842542886734,
+ "pr_mean": Infinity,
+ "pr_median": 0.36277157068252563,
+ "hoyer_mean": 0.6494081020355225,
+ "eff_dim_mean": 0.6494080424308777,
+ "topk_energy": {
+ "1": 0.05895873159170151,
+ "5": 0.25216543674468994,
+ "10": 0.4058077931404114,
+ "25": 0.7110629081726074
+ },
+ "gamma_raw": -0.016477134078741074,
+ "gamma_active": {
+ "1e-08": -0.01659451052546501,
+ "1e-07": -0.016486389562487602,
+ "1e-06": -0.01652892492711544,
+ "1e-05": -0.01690508984029293,
+ "0.0001": -0.017191721126437187
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.022268475021486975,
+ "1e-07": -0.022268475021486975,
+ "1e-06": -0.022268475021486975,
+ "1e-05": -0.022268475021486975,
+ "0.0001": -0.022268475021486975
+ }
+ },
+ {
+ "layer": 4,
+ "mean_norm": 0.0022526916582137346,
+ "median_norm": 0.002264738315716386,
+ "max_norm": 0.003966692369431257,
+ "min_norm": 1.0318707693857121e-11,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.984375,
+ "1e-06": 0.974609375,
+ "1e-05": 0.9453125,
+ "0.0001": 0.9296875
+ },
+ "log_norms_percentiles": {
+ "1": -7.577581882476807,
+ "5": -5.056794166564941,
+ "10": -2.964756488800049,
+ "25": -2.6894257068634033,
+ "50": -2.644723892211914,
+ "75": -2.5628275871276855,
+ "90": -2.499879837036133,
+ "95": -2.4485933780670166,
+ "99": -2.438814640045166
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 3,
+ 4,
+ 2,
+ 1,
+ 1,
+ 4,
+ 3,
+ 1,
+ 2,
+ 1,
+ 2,
+ 0,
+ 2,
+ 3,
+ 1,
+ 2,
+ 3,
+ 2,
+ 8,
+ 11,
+ 293,
+ 153
+ ],
+ "log_norms_bin_edges": [
+ -10.986374855041504,
+ -10.814679145812988,
+ -10.642982482910156,
+ -10.47128677368164,
+ -10.299591064453125,
+ -10.127894401550293,
+ -9.956198692321777,
+ -9.784502029418945,
+ -9.61280632019043,
+ -9.441110610961914,
+ -9.269413948059082,
+ -9.097718238830566,
+ -8.926021575927734,
+ -8.754325866699219,
+ -8.582630157470703,
+ -8.410934448242188,
+ -8.239237785339355,
+ -8.067541122436523,
+ -7.895845413208008,
+ -7.724149703979492,
+ -7.552453517913818,
+ -7.3807573318481445,
+ -7.209061622619629,
+ -7.037365436553955,
+ -6.865669250488281,
+ -6.693973064422607,
+ -6.522276878356934,
+ -6.350581169128418,
+ -6.178884983062744,
+ -6.00718879699707,
+ -5.835493087768555,
+ -5.663796901702881,
+ -5.492100715637207,
+ -5.320404529571533,
+ -5.148708343505859,
+ -4.977012634277344,
+ -4.80531644821167,
+ -4.633620262145996,
+ -4.4619245529174805,
+ -4.290228366851807,
+ -4.118532180786133,
+ -3.946835994720459,
+ -3.775139808654785,
+ -3.6034440994262695,
+ -3.4317479133605957,
+ -3.260051727294922,
+ -3.0883560180664062,
+ -2.916659355163574,
+ -2.7449636459350586,
+ -2.573267936706543,
+ -2.40157151222229
+ ],
+ "r_inf_mean": 0.23322711884975433,
+ "r_inf_median": 0.22997219860553741,
+ "pr_mean": Infinity,
+ "pr_median": 0.37801820039749146,
+ "hoyer_mean": 0.6668426990509033,
+ "eff_dim_mean": 0.6668426394462585,
+ "topk_energy": {
+ "1": 0.05527271702885628,
+ "5": 0.23970799148082733,
+ "10": 0.3894288241863251,
+ "25": 0.693945586681366
+ },
+ "gamma_raw": -0.005235279444605112,
+ "gamma_active": {
+ "1e-08": -0.005284198094159365,
+ "1e-07": -0.005574514158070087,
+ "1e-06": -0.005561955738812685,
+ "1e-05": -0.005131554789841175,
+ "0.0001": -0.004633257631212473
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.007597025503328764,
+ "1e-07": -0.007597025503328764,
+ "1e-06": -0.007597025503328764,
+ "1e-05": -0.007597025503328764,
+ "0.0001": -0.007597025503328764
+ }
+ },
+ {
+ "layer": 5,
+ "mean_norm": 0.0021279584616422653,
+ "median_norm": 0.0021021165885031223,
+ "max_norm": 0.00389709766022861,
+ "min_norm": 9.372469814139528e-12,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.982421875,
+ "1e-06": 0.974609375,
+ "1e-05": 0.9453125,
+ "0.0001": 0.9296875
+ },
+ "log_norms_percentiles": {
+ "1": -7.622583389282227,
+ "5": -5.099379062652588,
+ "10": -2.9947338104248047,
+ "25": -2.72092604637146,
+ "50": -2.676854133605957,
+ "75": -2.5833957195281982,
+ "90": -2.5147697925567627,
+ "95": -2.458979845046997,
+ "99": -2.4493355751037598
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 2,
+ 4,
+ 2,
+ 1,
+ 1,
+ 4,
+ 3,
+ 1,
+ 2,
+ 2,
+ 1,
+ 0,
+ 2,
+ 4,
+ 1,
+ 1,
+ 4,
+ 1,
+ 8,
+ 29,
+ 309,
+ 119
+ ],
+ "log_norms_bin_edges": [
+ -11.028145790100098,
+ -10.855768203735352,
+ -10.683390617370605,
+ -10.51101303100586,
+ -10.338634490966797,
+ -10.16625690460205,
+ -9.993879318237305,
+ -9.821501731872559,
+ -9.649124145507812,
+ -9.476746559143066,
+ -9.30436897277832,
+ -9.131990432739258,
+ -8.959612846374512,
+ -8.787235260009766,
+ -8.61485767364502,
+ -8.442480087280273,
+ -8.270101547241211,
+ -8.097723960876465,
+ -7.925346374511719,
+ -7.752968788146973,
+ -7.580591201782227,
+ -7.4082136154174805,
+ -7.235835552215576,
+ -7.06345796585083,
+ -6.891079902648926,
+ -6.71870231628418,
+ -6.546324729919434,
+ -6.3739471435546875,
+ -6.201569080352783,
+ -6.029191493988037,
+ -5.856813907623291,
+ -5.684435844421387,
+ -5.512058258056641,
+ -5.3396806716918945,
+ -5.16730260848999,
+ -4.994925022125244,
+ -4.822547435760498,
+ -4.650169372558594,
+ -4.477791786193848,
+ -4.305414199829102,
+ -4.1330366134643555,
+ -3.960658550262451,
+ -3.788280963897705,
+ -3.615903377532959,
+ -3.4435253143310547,
+ -3.2711477279663086,
+ -3.0987701416015625,
+ -2.9263925552368164,
+ -2.754014015197754,
+ -2.581636428833008,
+ -2.4092586040496826
+ ],
+ "r_inf_mean": 0.22682198882102966,
+ "r_inf_median": 0.22501972317695618,
+ "pr_mean": Infinity,
+ "pr_median": 0.38746127486228943,
+ "hoyer_mean": 0.6789898872375488,
+ "eff_dim_mean": 0.6789898872375488,
+ "topk_energy": {
+ "1": 0.05232025682926178,
+ "5": 0.23060393333435059,
+ "10": 0.3776787519454956,
+ "25": 0.6831133365631104
+ },
+ "gamma_raw": 0.0006074908887967467,
+ "gamma_active": {
+ "1e-08": 0.000621490937191993,
+ "1e-07": 0.00021723854297306389,
+ "1e-06": 0.0005229133530519903,
+ "1e-05": 0.0011091690976172686,
+ "0.0001": 0.000423288787715137
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.0011359393357127628,
+ "1e-07": -0.0011359393357127628,
+ "1e-06": -0.0011359393357127628,
+ "1e-05": -0.0011359393357127628,
+ "0.0001": -0.0011359393357127628
+ }
+ },
+ {
+ "layer": 6,
+ "mean_norm": 0.0020777974277734756,
+ "median_norm": 0.0020248014479875565,
+ "max_norm": 0.0038793685380369425,
+ "min_norm": 8.954187218079834e-12,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.982421875,
+ "1e-06": 0.974609375,
+ "1e-05": 0.9453125,
+ "0.0001": 0.9296875
+ },
+ "log_norms_percentiles": {
+ "1": -7.642016410827637,
+ "5": -5.1190996170043945,
+ "10": -3.0087780952453613,
+ "25": -2.7358784675598145,
+ "50": -2.6930978298187256,
+ "75": -2.5908641815185547,
+ "90": -2.518678903579712,
+ "95": -2.4630703926086426,
+ "99": -2.4538278579711914
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 1,
+ 2,
+ 4,
+ 2,
+ 1,
+ 1,
+ 4,
+ 3,
+ 1,
+ 2,
+ 2,
+ 1,
+ 0,
+ 2,
+ 4,
+ 1,
+ 1,
+ 5,
+ 1,
+ 7,
+ 39,
+ 308,
+ 110
+ ],
+ "log_norms_bin_edges": [
+ -11.047974586486816,
+ -10.875240325927734,
+ -10.702505111694336,
+ -10.529770851135254,
+ -10.357035636901855,
+ -10.184301376342773,
+ -10.011566162109375,
+ -9.838831901550293,
+ -9.666096687316895,
+ -9.493362426757812,
+ -9.320627212524414,
+ -9.147892951965332,
+ -8.975157737731934,
+ -8.802423477172852,
+ -8.629688262939453,
+ -8.456954002380371,
+ -8.284218788146973,
+ -8.11148452758789,
+ -7.938749313354492,
+ -7.76601505279541,
+ -7.593279838562012,
+ -7.42054557800293,
+ -7.247810363769531,
+ -7.075076103210449,
+ -6.902341365814209,
+ -6.729606628417969,
+ -6.5568718910217285,
+ -6.384137153625488,
+ -6.211402416229248,
+ -6.038667678833008,
+ -5.865932941436768,
+ -5.693198204040527,
+ -5.520463466644287,
+ -5.347728729248047,
+ -5.174993991851807,
+ -5.002259254455566,
+ -4.829524517059326,
+ -4.656789779663086,
+ -4.484055042266846,
+ -4.3113203048706055,
+ -4.138585567474365,
+ -3.965850830078125,
+ -3.7931160926818848,
+ -3.6203813552856445,
+ -3.4476466178894043,
+ -3.274911880493164,
+ -3.102177143096924,
+ -2.9294424057006836,
+ -2.7567081451416016,
+ -2.583972930908203,
+ -2.4112391471862793
+ ],
+ "r_inf_mean": 0.2200658768415451,
+ "r_inf_median": 0.21838104724884033,
+ "pr_mean": Infinity,
+ "pr_median": 0.40018829703330994,
+ "hoyer_mean": 0.688391923904419,
+ "eff_dim_mean": 0.688391923904419,
+ "topk_energy": {
+ "1": 0.04927936941385269,
+ "5": 0.22238047420978546,
+ "10": 0.36732086539268494,
+ "25": 0.6740713119506836
+ },
+ "gamma_raw": 0.07676447182893753,
+ "gamma_active": {
+ "1e-08": 0.07738999277353287,
+ "1e-07": 0.0776645764708519,
+ "1e-06": 0.0779855027794838,
+ "1e-05": 0.07888241857290268,
+ "0.0001": 0.0787801519036293
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.0866374213482067,
+ "1e-07": 0.0866374213482067,
+ "1e-06": 0.0866374213482067,
+ "1e-05": 0.0866374213482067,
+ "0.0001": 0.0866374213482067
+ }
+ },
+ {
+ "layer": 7,
+ "mean_norm": 0.00207359716296196,
+ "median_norm": 0.0020203199237585068,
+ "max_norm": 0.003898777300491929,
+ "min_norm": 8.893333985904306e-12,
+ "support": {
+ "1e-08": 0.990234375,
+ "1e-07": 0.982421875,
+ "1e-06": 0.974609375,
+ "1e-05": 0.9453125,
+ "0.0001": 0.9296875
+ },
+ "log_norms_percentiles": {
+ "1": -7.644439220428467,
+ "5": -5.122774600982666,
+ "10": -3.006368637084961,
+ "25": -2.7401251792907715,
+ "50": -2.6944096088409424,
+ "75": -2.5900795459747314,
+ "90": -2.517848491668701,
+ "95": -2.4630661010742188,
+ "99": -2.4540300369262695
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 1,
+ 0,
+ 0,
+ 2,
+ 1,
+ 4,
+ 2,
+ 1,
+ 1,
+ 4,
+ 3,
+ 1,
+ 2,
+ 2,
+ 1,
+ 0,
+ 2,
+ 4,
+ 1,
+ 2,
+ 4,
+ 1,
+ 7,
+ 51,
+ 297,
+ 109
+ ],
+ "log_norms_bin_edges": [
+ -11.050935745239258,
+ -10.878098487854004,
+ -10.70526123046875,
+ -10.532423973083496,
+ -10.359586715698242,
+ -10.186749458312988,
+ -10.013912200927734,
+ -9.84107494354248,
+ -9.668237686157227,
+ -9.495400428771973,
+ -9.322563171386719,
+ -9.149725914001465,
+ -8.976888656616211,
+ -8.804051399230957,
+ -8.631214141845703,
+ -8.45837688446045,
+ -8.285539627075195,
+ -8.112702369689941,
+ -7.9398651123046875,
+ -7.767027854919434,
+ -7.59419059753418,
+ -7.421353340148926,
+ -7.248516082763672,
+ -7.075678825378418,
+ -6.902841091156006,
+ -6.730003833770752,
+ -6.557166576385498,
+ -6.384329319000244,
+ -6.21149206161499,
+ -6.038654804229736,
+ -5.865817546844482,
+ -5.6929802894592285,
+ -5.520143032073975,
+ -5.347305774688721,
+ -5.174468517303467,
+ -5.001631259918213,
+ -4.828794002532959,
+ -4.655956745147705,
+ -4.483119487762451,
+ -4.310282230377197,
+ -4.137444972991943,
+ -3.9646077156066895,
+ -3.7917704582214355,
+ -3.6189332008361816,
+ -3.4460959434509277,
+ -3.273258686065674,
+ -3.10042142868042,
+ -2.927583694458008,
+ -2.754746437072754,
+ -2.5819091796875,
+ -2.409071683883667
+ ],
+ "r_inf_mean": 0.2140112817287445,
+ "r_inf_median": 0.21211004257202148,
+ "pr_mean": Infinity,
+ "pr_median": 0.413564532995224,
+ "hoyer_mean": 0.6949840784072876,
+ "eff_dim_mean": 0.6949840784072876,
+ "topk_energy": {
+ "1": 0.04658205062150955,
+ "5": 0.21506276726722717,
+ "10": 0.35839465260505676,
+ "25": 0.6657488346099854
+ },
+ "gamma_raw": -0.0516267865896225,
+ "gamma_active": {
+ "1e-08": -0.05192916840314865,
+ "1e-07": -0.052137766033411026,
+ "1e-06": -0.05224250257015228,
+ "1e-05": -0.05269552394747734,
+ "0.0001": -0.052551016211509705
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.040295081850675415,
+ "1e-07": -0.040295081850675415,
+ "1e-06": -0.040295081850675415,
+ "1e-05": -0.040295081850675415,
+ "0.0001": -0.040295081850675415
+ }
+ }
+ ]
+} \ No newline at end of file