summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_bp_s456_a1.0_L4.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/confirmatory/clean_sparsity/synth_bp_s456_a1.0_L4.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_bp_s456_a1.0_L4.json640
1 files changed, 640 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_bp_s456_a1.0_L4.json b/results/confirmatory/clean_sparsity/synth_bp_s456_a1.0_L4.json
new file mode 100644
index 0000000..b34a518
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_bp_s456_a1.0_L4.json
@@ -0,0 +1,640 @@
+{
+ "dataset": "synth",
+ "method": "bp",
+ "seed": 456,
+ "alpha": 1.0,
+ "depth": 4,
+ "batch": 512,
+ "loss": 16.871688842773438,
+ "acc": 0.091796875,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.025796178728342056,
+ "median_norm": 0.02691991813480854,
+ "max_norm": 0.04794222116470337,
+ "min_norm": 3.885623073296429e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.990234375,
+ "1e-06": 0.990234375,
+ "1e-05": 0.982421875,
+ "0.0001": 0.96875
+ },
+ "log_norms_percentiles": {
+ "1": -5.495810508728027,
+ "5": -2.3238718509674072,
+ "10": -1.7379170656204224,
+ "25": -1.6230664253234863,
+ "50": -1.5697295665740967,
+ "75": -1.5171253681182861,
+ "90": -1.4712815284729004,
+ "95": -1.4450901746749878,
+ "99": -1.4015480279922485
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 2,
+ 1,
+ 0,
+ 2,
+ 1,
+ 2,
+ 0,
+ 1,
+ 1,
+ 2,
+ 2,
+ 2,
+ 0,
+ 1,
+ 0,
+ 4,
+ 5,
+ 6,
+ 33,
+ 338,
+ 101
+ ],
+ "log_norms_bin_edges": [
+ -10.410539627075195,
+ -10.228713989257812,
+ -10.046889305114746,
+ -9.86506462097168,
+ -9.683238983154297,
+ -9.501413345336914,
+ -9.319588661193848,
+ -9.137763977050781,
+ -8.955938339233398,
+ -8.774112701416016,
+ -8.59228801727295,
+ -8.410463333129883,
+ -8.2286376953125,
+ -8.046812057495117,
+ -7.864987373352051,
+ -7.683162212371826,
+ -7.501337051391602,
+ -7.319511890411377,
+ -7.137686729431152,
+ -6.955861568450928,
+ -6.774036407470703,
+ -6.5922112464904785,
+ -6.410386085510254,
+ -6.228560924530029,
+ -6.046735763549805,
+ -5.86491060256958,
+ -5.6830854415893555,
+ -5.501260280609131,
+ -5.319435119628906,
+ -5.137609958648682,
+ -4.955784797668457,
+ -4.773959636688232,
+ -4.592134475708008,
+ -4.410309314727783,
+ -4.228484153747559,
+ -4.046658992767334,
+ -3.8648338317871094,
+ -3.6830086708068848,
+ -3.50118350982666,
+ -3.3193583488464355,
+ -3.137533187866211,
+ -2.9557080268859863,
+ -2.7738828659057617,
+ -2.592057704925537,
+ -2.4102325439453125,
+ -2.2284069061279297,
+ -2.0465822219848633,
+ -1.8647575378417969,
+ -1.682931900024414,
+ -1.5011062622070312,
+ -1.3192819356918335
+ ],
+ "r_inf_mean": 0.25863713026046753,
+ "r_inf_median": 0.2520403563976288,
+ "pr_mean": 0.3338625729084015,
+ "pr_median": 0.3343391716480255,
+ "hoyer_mean": 0.6328182220458984,
+ "eff_dim_mean": 0.6328182220458984,
+ "topk_energy": {
+ "1": 0.06799417734146118,
+ "5": 0.2665333151817322,
+ "10": 0.42365482449531555,
+ "25": 0.7262265682220459
+ },
+ "gamma_raw": 0.03680870682001114,
+ "gamma_active": {
+ "1e-08": 0.03705750033259392,
+ "1e-07": 0.03701025992631912,
+ "1e-06": 0.03701025992631912,
+ "1e-05": 0.03649694472551346,
+ "0.0001": 0.03550533205270767
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.03685289100273682,
+ "1e-07": 0.03685289100273682,
+ "1e-06": 0.03685289100273682,
+ "1e-05": 0.03685289100273682,
+ "0.0001": 0.03685289100273682
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.015417613089084625,
+ "median_norm": 0.01617538556456566,
+ "max_norm": 0.025703703984618187,
+ "min_norm": 2.340217776508613e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.990234375,
+ "1e-06": 0.990234375,
+ "1e-05": 0.978515625,
+ "0.0001": 0.96875
+ },
+ "log_norms_percentiles": {
+ "1": -5.713306427001953,
+ "5": -2.5506982803344727,
+ "10": -1.9485924243927002,
+ "25": -1.8453112840652466,
+ "50": -1.7910797595977783,
+ "75": -1.7426385879516602,
+ "90": -1.7046606540679932,
+ "95": -1.684820532798767,
+ "99": -1.649526834487915
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 3,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 2,
+ 0,
+ 1,
+ 2,
+ 1,
+ 1,
+ 1,
+ 1,
+ 2,
+ 0,
+ 4,
+ 0,
+ 1,
+ 0,
+ 2,
+ 7,
+ 5,
+ 12,
+ 267,
+ 194
+ ],
+ "log_norms_bin_edges": [
+ -10.630743980407715,
+ -10.449929237365723,
+ -10.26911449432373,
+ -10.088299751281738,
+ -9.907485008239746,
+ -9.726670265197754,
+ -9.545855522155762,
+ -9.365039825439453,
+ -9.184225082397461,
+ -9.003410339355469,
+ -8.822595596313477,
+ -8.641780853271484,
+ -8.460966110229492,
+ -8.2801513671875,
+ -8.099336624145508,
+ -7.918521881103516,
+ -7.737707138061523,
+ -7.556892395019531,
+ -7.376077651977539,
+ -7.195262908935547,
+ -7.014448165893555,
+ -6.8336334228515625,
+ -6.652818202972412,
+ -6.47200345993042,
+ -6.291188716888428,
+ -6.1103739738464355,
+ -5.929559230804443,
+ -5.748744487762451,
+ -5.567929267883301,
+ -5.387114524841309,
+ -5.206299781799316,
+ -5.025485038757324,
+ -4.844670295715332,
+ -4.66385555267334,
+ -4.483040809631348,
+ -4.3022260665893555,
+ -4.121411323547363,
+ -3.940596103668213,
+ -3.7597813606262207,
+ -3.5789666175842285,
+ -3.3981518745422363,
+ -3.217337131500244,
+ -3.036522388458252,
+ -2.8557076454162598,
+ -2.6748924255371094,
+ -2.494077682495117,
+ -2.313262939453125,
+ -2.132448196411133,
+ -1.9516334533691406,
+ -1.7708187103271484,
+ -1.590004324913025
+ ],
+ "r_inf_mean": 0.2587449550628662,
+ "r_inf_median": 0.25234463810920715,
+ "pr_mean": 0.33503615856170654,
+ "pr_median": 0.334098756313324,
+ "hoyer_mean": 0.6317828893661499,
+ "eff_dim_mean": 0.6317828297615051,
+ "topk_energy": {
+ "1": 0.06811091303825378,
+ "5": 0.2662903070449829,
+ "10": 0.42287588119506836,
+ "25": 0.7272636890411377
+ },
+ "gamma_raw": -0.03784826025366783,
+ "gamma_active": {
+ "1e-08": -0.03811715915799141,
+ "1e-07": -0.03820505738258362,
+ "1e-06": -0.03820505738258362,
+ "1e-05": -0.03811976686120033,
+ "0.0001": -0.037820834666490555
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.039950205249663674,
+ "1e-07": -0.039950205249663674,
+ "1e-06": -0.039950205249663674,
+ "1e-05": -0.039950205249663674,
+ "0.0001": -0.039950205249663674
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.008978884667158127,
+ "median_norm": 0.009543357416987419,
+ "max_norm": 0.013544481247663498,
+ "min_norm": 1.3463047517092708e-11,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.990234375,
+ "1e-06": 0.990234375,
+ "1e-05": 0.9765625,
+ "0.0001": 0.96484375
+ },
+ "log_norms_percentiles": {
+ "1": -5.953614711761475,
+ "5": -2.800468683242798,
+ "10": -2.1831612586975098,
+ "25": -2.066675901412964,
+ "50": -2.0202958583831787,
+ "75": -1.9805554151535034,
+ "90": -1.9498425722122192,
+ "95": -1.9342142343521118,
+ "99": -1.9049105644226074
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 3,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 2,
+ 0,
+ 1,
+ 2,
+ 1,
+ 1,
+ 0,
+ 2,
+ 2,
+ 0,
+ 4,
+ 0,
+ 0,
+ 1,
+ 2,
+ 5,
+ 7,
+ 9,
+ 120,
+ 344
+ ],
+ "log_norms_bin_edges": [
+ -10.870857238769531,
+ -10.690804481506348,
+ -10.51075267791748,
+ -10.330699920654297,
+ -10.15064811706543,
+ -9.970595359802246,
+ -9.790542602539062,
+ -9.610490798950195,
+ -9.430438041687012,
+ -9.250385284423828,
+ -9.070333480834961,
+ -8.890280723571777,
+ -8.710227966308594,
+ -8.530176162719727,
+ -8.350123405456543,
+ -8.17007064819336,
+ -7.990018844604492,
+ -7.809966564178467,
+ -7.629914283752441,
+ -7.449861526489258,
+ -7.269809246063232,
+ -7.089756965637207,
+ -6.909704208374023,
+ -6.729651927947998,
+ -6.549599647521973,
+ -6.369547367095947,
+ -6.189495086669922,
+ -6.009442329406738,
+ -5.829390048980713,
+ -5.6493377685546875,
+ -5.469285011291504,
+ -5.2892327308654785,
+ -5.109180450439453,
+ -4.929128170013428,
+ -4.749075889587402,
+ -4.569023132324219,
+ -4.388970851898193,
+ -4.208918571472168,
+ -4.028865814208984,
+ -3.848813533782959,
+ -3.6687612533569336,
+ -3.488708972930908,
+ -3.308656692504883,
+ -3.128603935241699,
+ -2.948551654815674,
+ -2.7684993743896484,
+ -2.588446617126465,
+ -2.4083948135375977,
+ -2.228342056274414,
+ -2.0482892990112305,
+ -1.8682376146316528
+ ],
+ "r_inf_mean": 0.24657054245471954,
+ "r_inf_median": 0.24134927988052368,
+ "pr_mean": Infinity,
+ "pr_median": 0.3549477159976959,
+ "hoyer_mean": 0.6430889368057251,
+ "eff_dim_mean": 0.6430889368057251,
+ "topk_energy": {
+ "1": 0.0617733933031559,
+ "5": 0.25209102034568787,
+ "10": 0.4064326286315918,
+ "25": 0.7144553661346436
+ },
+ "gamma_raw": -0.016461696475744247,
+ "gamma_active": {
+ "1e-08": -0.016573984175920486,
+ "1e-07": -0.01662219688296318,
+ "1e-06": -0.01662219688296318,
+ "1e-05": -0.016600821167230606,
+ "0.0001": -0.016005346551537514
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.014209874639918582,
+ "1e-07": -0.014209874639918582,
+ "1e-06": -0.014209874639918582,
+ "1e-05": -0.014209874639918582,
+ "0.0001": -0.014209874639918582
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.0055578965693712234,
+ "median_norm": 0.005937379319220781,
+ "max_norm": 0.007707989774644375,
+ "min_norm": 8.15245180391111e-12,
+ "support": {
+ "1e-08": 0.9921875,
+ "1e-07": 0.990234375,
+ "1e-06": 0.986328125,
+ "1e-05": 0.974609375,
+ "0.0001": 0.9609375
+ },
+ "log_norms_percentiles": {
+ "1": -6.187015056610107,
+ "5": -3.0357933044433594,
+ "10": -2.4139018058776855,
+ "25": -2.2672441005706787,
+ "50": -2.226222515106201,
+ "75": -2.1919867992401123,
+ "90": -2.164323568344116,
+ "95": -2.1517858505249023,
+ "99": -2.1261892318725586
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 1,
+ 1,
+ 2,
+ 0,
+ 1,
+ 2,
+ 1,
+ 1,
+ 0,
+ 2,
+ 2,
+ 0,
+ 4,
+ 0,
+ 0,
+ 1,
+ 1,
+ 4,
+ 8,
+ 10,
+ 34,
+ 430
+ ],
+ "log_norms_bin_edges": [
+ -11.088712692260742,
+ -10.909199714660645,
+ -10.729686737060547,
+ -10.55017375946045,
+ -10.370660781860352,
+ -10.191146850585938,
+ -10.011634826660156,
+ -9.832120895385742,
+ -9.652607917785645,
+ -9.473094940185547,
+ -9.29358196258545,
+ -9.114068984985352,
+ -8.934556007385254,
+ -8.755043029785156,
+ -8.575530052185059,
+ -8.396017074584961,
+ -8.216503143310547,
+ -8.036991119384766,
+ -7.857477188110352,
+ -7.677964210510254,
+ -7.498451232910156,
+ -7.318938255310059,
+ -7.139425277709961,
+ -6.959912300109863,
+ -6.780399322509766,
+ -6.60088586807251,
+ -6.421372890472412,
+ -6.2418599128723145,
+ -6.062346935272217,
+ -5.882833957672119,
+ -5.703320503234863,
+ -5.523807525634766,
+ -5.344294548034668,
+ -5.16478157043457,
+ -4.985268592834473,
+ -4.805755138397217,
+ -4.626242160797119,
+ -4.4467291831970215,
+ -4.267216205596924,
+ -4.087703227996826,
+ -3.9081897735595703,
+ -3.7286767959594727,
+ -3.549163818359375,
+ -3.3696508407592773,
+ -3.1901378631591797,
+ -3.010624885559082,
+ -2.8311119079589844,
+ -2.6515989303588867,
+ -2.472085952758789,
+ -2.292572021484375,
+ -2.1130590438842773
+ ],
+ "r_inf_mean": 0.23085950314998627,
+ "r_inf_median": 0.22685813903808594,
+ "pr_mean": Infinity,
+ "pr_median": 0.37963202595710754,
+ "hoyer_mean": 0.6573941707611084,
+ "eff_dim_mean": 0.6573941707611084,
+ "topk_energy": {
+ "1": 0.05391804128885269,
+ "5": 0.23423443734645844,
+ "10": 0.3860146701335907,
+ "25": 0.6997583508491516
+ },
+ "gamma_raw": -0.055032599717378616,
+ "gamma_active": {
+ "1e-08": -0.055418871343135834,
+ "1e-07": -0.055297572165727615,
+ "1e-06": -0.05537514388561249,
+ "1e-05": -0.054338131099939346,
+ "0.0001": -0.053806502372026443
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.05444606303270995,
+ "1e-07": -0.05444606303270995,
+ "1e-06": -0.05444606303270995,
+ "1e-05": -0.05444606303270995,
+ "0.0001": -0.05444606303270995
+ }
+ }
+ ]
+} \ No newline at end of file