summaryrefslogtreecommitdiff
path: root/results/confirmatory/clean_sparsity/synth_dfa_s123_a0.0_L4.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/confirmatory/clean_sparsity/synth_dfa_s123_a0.0_L4.json')
-rw-r--r--results/confirmatory/clean_sparsity/synth_dfa_s123_a0.0_L4.json640
1 files changed, 640 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/synth_dfa_s123_a0.0_L4.json b/results/confirmatory/clean_sparsity/synth_dfa_s123_a0.0_L4.json
new file mode 100644
index 0000000..d38e816
--- /dev/null
+++ b/results/confirmatory/clean_sparsity/synth_dfa_s123_a0.0_L4.json
@@ -0,0 +1,640 @@
+{
+ "dataset": "synth",
+ "method": "dfa",
+ "seed": 123,
+ "alpha": 0.0,
+ "depth": 4,
+ "batch": 512,
+ "loss": 50.1910514831543,
+ "acc": 0.087890625,
+ "per_layer": [
+ {
+ "layer": 0,
+ "mean_norm": 0.08924145996570587,
+ "median_norm": 0.08018743246793747,
+ "max_norm": 0.38406434655189514,
+ "min_norm": 0.0,
+ "support": {
+ "1e-08": 0.97265625,
+ "1e-07": 0.966796875,
+ "1e-06": 0.955078125,
+ "1e-05": 0.9453125,
+ "0.0001": 0.93359375
+ },
+ "log_norms_percentiles": {
+ "1": -12.038712501525879,
+ "5": -5.470177173614502,
+ "10": -1.3828285932540894,
+ "25": -1.2245835065841675,
+ "50": -1.0957770347595215,
+ "75": -0.9596658945083618,
+ "90": -0.8222770690917969,
+ "95": -0.7166669368743896,
+ "99": -0.5399638414382935
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 3,
+ 2,
+ 3,
+ 0,
+ 4,
+ 4,
+ 2,
+ 3,
+ 4,
+ 2,
+ 2,
+ 5,
+ 2,
+ 299,
+ 168
+ ],
+ "log_norms_bin_edges": [
+ -30.0,
+ -29.40831184387207,
+ -28.81662368774414,
+ -28.22493553161621,
+ -27.63324737548828,
+ -27.04155921936035,
+ -26.449871063232422,
+ -25.858182907104492,
+ -25.266494750976562,
+ -24.674806594848633,
+ -24.083118438720703,
+ -23.491430282592773,
+ -22.899742126464844,
+ -22.308055877685547,
+ -21.716365814208984,
+ -21.124679565429688,
+ -20.532989501953125,
+ -19.941303253173828,
+ -19.349613189697266,
+ -18.75792694091797,
+ -18.166236877441406,
+ -17.57455062866211,
+ -16.982860565185547,
+ -16.39117431640625,
+ -15.79948616027832,
+ -15.20779800415039,
+ -14.616109848022461,
+ -14.024421691894531,
+ -13.432733535766602,
+ -12.841045379638672,
+ -12.249357223510742,
+ -11.657669067382812,
+ -11.065980911254883,
+ -10.474292755126953,
+ -9.882604598999023,
+ -9.290916442871094,
+ -8.699228286743164,
+ -8.107540130615234,
+ -7.515851974487305,
+ -6.924163818359375,
+ -6.332475662231445,
+ -5.740787506103516,
+ -5.149099349975586,
+ -4.557411193847656,
+ -3.9657230377197266,
+ -3.374034881591797,
+ -2.782346725463867,
+ -2.1906585693359375,
+ -1.5989723205566406,
+ -1.007284164428711,
+ -0.41559600830078125
+ ],
+ "r_inf_mean": 0.25427740812301636,
+ "r_inf_median": 0.2498551458120346,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6390663981437683,
+ "eff_dim_mean": NaN,
+ "topk_energy": {
+ "1": NaN,
+ "5": NaN,
+ "10": NaN,
+ "25": NaN
+ },
+ "gamma_raw": -0.005242989864200354,
+ "gamma_active": {
+ "1e-08": -0.005314152222126722,
+ "1e-07": -0.005176717881113291,
+ "1e-06": -0.005306502804160118,
+ "1e-05": -0.005230507347732782,
+ "0.0001": -0.004796087276190519
+ },
+ "gamma_energy_weighted": {
+ "1e-08": -0.005125128738220034,
+ "1e-07": -0.005125128738220034,
+ "1e-06": -0.005125128738220034,
+ "1e-05": -0.005125128738220034,
+ "0.0001": -0.005125128738220034
+ }
+ },
+ {
+ "layer": 1,
+ "mean_norm": 0.004123594146221876,
+ "median_norm": 0.0037878304719924927,
+ "max_norm": 0.01843450218439102,
+ "min_norm": 0.0,
+ "support": {
+ "1e-08": 0.96484375,
+ "1e-07": 0.951171875,
+ "1e-06": 0.94140625,
+ "1e-05": 0.931640625,
+ "0.0001": 0.92578125
+ },
+ "log_norms_percentiles": {
+ "1": -13.43558406829834,
+ "5": -6.834185600280762,
+ "10": -2.688326358795166,
+ "25": -2.5320615768432617,
+ "50": -2.4212710857391357,
+ "75": -2.293398141860962,
+ "90": -2.164062261581421,
+ "95": -2.0812883377075195,
+ "99": -1.9472085237503052
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 2,
+ 2,
+ 1,
+ 2,
+ 2,
+ 1,
+ 5,
+ 3,
+ 3,
+ 4,
+ 2,
+ 2,
+ 1,
+ 5,
+ 2,
+ 332,
+ 135
+ ],
+ "log_norms_bin_edges": [
+ -30.0,
+ -29.4346866607666,
+ -28.869375228881836,
+ -28.304061889648438,
+ -27.738750457763672,
+ -27.173437118530273,
+ -26.608123779296875,
+ -26.04281234741211,
+ -25.47749900817871,
+ -24.912185668945312,
+ -24.346874237060547,
+ -23.78156089782715,
+ -23.21624755859375,
+ -22.650936126708984,
+ -22.085622787475586,
+ -21.520309448242188,
+ -20.954998016357422,
+ -20.389686584472656,
+ -19.824373245239258,
+ -19.25905990600586,
+ -18.693748474121094,
+ -18.128435134887695,
+ -17.563121795654297,
+ -16.99781036376953,
+ -16.432497024536133,
+ -15.86718463897705,
+ -15.301872253417969,
+ -14.73655891418457,
+ -14.171246528625488,
+ -13.605934143066406,
+ -13.040620803833008,
+ -12.475309371948242,
+ -11.909996032714844,
+ -11.344682693481445,
+ -10.77937126159668,
+ -10.214057922363281,
+ -9.648746490478516,
+ -9.083433151245117,
+ -8.518119812011719,
+ -7.952808380126953,
+ -7.387495040893555,
+ -6.822181701660156,
+ -6.256870269775391,
+ -5.691556930541992,
+ -5.126243591308594,
+ -4.560932159423828,
+ -3.9956188201904297,
+ -3.430307388305664,
+ -2.8649940490722656,
+ -2.299680709838867,
+ -1.7343685626983643
+ ],
+ "r_inf_mean": 0.23015469312667847,
+ "r_inf_median": 0.22956828773021698,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.648229718208313,
+ "eff_dim_mean": NaN,
+ "topk_energy": {
+ "1": NaN,
+ "5": NaN,
+ "10": NaN,
+ "25": NaN
+ },
+ "gamma_raw": 0.11548003554344177,
+ "gamma_active": {
+ "1e-08": 0.11949364840984344,
+ "1e-07": 0.11917194724082947,
+ "1e-06": 0.119603730738163,
+ "1e-05": 0.1197960153222084,
+ "0.0001": 0.11974188685417175
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.10540604189902683,
+ "1e-07": 0.10540604189902683,
+ "1e-06": 0.10540604189902683,
+ "1e-05": 0.10540604189902683,
+ "0.0001": 0.10540604189902683
+ }
+ },
+ {
+ "layer": 2,
+ "mean_norm": 0.0018964391201734543,
+ "median_norm": 0.0019901676569133997,
+ "max_norm": 0.002992541529238224,
+ "min_norm": 0.0,
+ "support": {
+ "1e-08": 0.9609375,
+ "1e-07": 0.94921875,
+ "1e-06": 0.9375,
+ "1e-05": 0.9296875,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -13.673398971557617,
+ "5": -6.97322940826416,
+ "10": -2.781538248062134,
+ "25": -2.735928535461426,
+ "50": -2.701103687286377,
+ "75": -2.6601357460021973,
+ "90": -2.599372148513794,
+ "95": -2.583228349685669,
+ "99": -2.5544044971466064
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 1,
+ 1,
+ 2,
+ 2,
+ 1,
+ 2,
+ 1,
+ 3,
+ 3,
+ 3,
+ 3,
+ 5,
+ 1,
+ 3,
+ 2,
+ 3,
+ 2,
+ 467
+ ],
+ "log_norms_bin_edges": [
+ -30.0,
+ -29.45047950744629,
+ -28.900959014892578,
+ -28.351436614990234,
+ -27.801916122436523,
+ -27.252395629882812,
+ -26.7028751373291,
+ -26.15335464477539,
+ -25.60383415222168,
+ -25.05431365966797,
+ -24.504791259765625,
+ -23.955270767211914,
+ -23.405750274658203,
+ -22.856229782104492,
+ -22.30670928955078,
+ -21.757186889648438,
+ -21.20766830444336,
+ -20.658145904541016,
+ -20.108625411987305,
+ -19.559104919433594,
+ -19.009584426879883,
+ -18.460063934326172,
+ -17.910541534423828,
+ -17.36102294921875,
+ -16.811500549316406,
+ -16.261980056762695,
+ -15.712459564208984,
+ -15.162939071655273,
+ -14.613417625427246,
+ -14.063897132873535,
+ -13.514375686645508,
+ -12.964855194091797,
+ -12.415334701538086,
+ -11.865814208984375,
+ -11.316293716430664,
+ -10.766773223876953,
+ -10.21725082397461,
+ -9.667730331420898,
+ -9.118209838867188,
+ -8.568689346313477,
+ -8.019168853759766,
+ -7.469648361206055,
+ -6.920125961303711,
+ -6.37060546875,
+ -5.821084976196289,
+ -5.271564483642578,
+ -4.722043991088867,
+ -4.172523498535156,
+ -3.6230010986328125,
+ -3.0734806060791016,
+ -2.5239598751068115
+ ],
+ "r_inf_mean": 0.23442958295345306,
+ "r_inf_median": 0.22991499304771423,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6516813635826111,
+ "eff_dim_mean": NaN,
+ "topk_energy": {
+ "1": NaN,
+ "5": NaN,
+ "10": NaN,
+ "25": NaN
+ },
+ "gamma_raw": 0.10469682514667511,
+ "gamma_active": {
+ "1e-08": 0.10853999853134155,
+ "1e-07": 0.10871101170778275,
+ "1e-06": 0.10984116047620773,
+ "1e-05": 0.11015186458826065,
+ "0.0001": 0.10956690460443497
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.12753387717863768,
+ "1e-07": 0.12753387717863768,
+ "1e-06": 0.12753387717863768,
+ "1e-05": 0.12753387717863768,
+ "0.0001": 0.12753387717863768
+ }
+ },
+ {
+ "layer": 3,
+ "mean_norm": 0.0018591899424791336,
+ "median_norm": 0.0019668093882501125,
+ "max_norm": 0.0027614894788712263,
+ "min_norm": 0.0,
+ "support": {
+ "1e-08": 0.9609375,
+ "1e-07": 0.94921875,
+ "1e-06": 0.935546875,
+ "1e-05": 0.9296875,
+ "0.0001": 0.919921875
+ },
+ "log_norms_percentiles": {
+ "1": -13.677262306213379,
+ "5": -6.976484775543213,
+ "10": -2.780787467956543,
+ "25": -2.743035316467285,
+ "50": -2.7062087059020996,
+ "75": -2.6727099418640137,
+ "90": -2.6138405799865723,
+ "95": -2.5975341796875,
+ "99": -2.571357011795044
+ },
+ "log_norms_histogram": [
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 2,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 0,
+ 0,
+ 0,
+ 0,
+ 1,
+ 1,
+ 0,
+ 1,
+ 0,
+ 2,
+ 1,
+ 3,
+ 1,
+ 2,
+ 1,
+ 3,
+ 3,
+ 3,
+ 3,
+ 5,
+ 1,
+ 3,
+ 2,
+ 3,
+ 2,
+ 467
+ ],
+ "log_norms_bin_edges": [
+ -30.0,
+ -29.4511775970459,
+ -28.902355194091797,
+ -28.353530883789062,
+ -27.80470848083496,
+ -27.25588607788086,
+ -26.707061767578125,
+ -26.158239364624023,
+ -25.609416961669922,
+ -25.06059455871582,
+ -24.51177215576172,
+ -23.962947845458984,
+ -23.414125442504883,
+ -22.86530303955078,
+ -22.316478729248047,
+ -21.767656326293945,
+ -21.218833923339844,
+ -20.670011520385742,
+ -20.12118911743164,
+ -19.572364807128906,
+ -19.023542404174805,
+ -18.474720001220703,
+ -17.92589569091797,
+ -17.377073287963867,
+ -16.828250885009766,
+ -16.279428482055664,
+ -15.730605125427246,
+ -15.181781768798828,
+ -14.632959365844727,
+ -14.084136962890625,
+ -13.53531265258789,
+ -12.986490249633789,
+ -12.437667846679688,
+ -11.888845443725586,
+ -11.340023040771484,
+ -10.79119873046875,
+ -10.242376327514648,
+ -9.693553924560547,
+ -9.144729614257812,
+ -8.595907211303711,
+ -8.04708480834961,
+ -7.498262405395508,
+ -6.949440002441406,
+ -6.400615692138672,
+ -5.85179328918457,
+ -5.302970886230469,
+ -4.754146575927734,
+ -4.205324172973633,
+ -3.6565017700195312,
+ -3.1076793670654297,
+ -2.55885648727417
+ ],
+ "r_inf_mean": 0.23580370843410492,
+ "r_inf_median": 0.2302294224500656,
+ "pr_mean": NaN,
+ "pr_median": NaN,
+ "hoyer_mean": 0.6506325602531433,
+ "eff_dim_mean": NaN,
+ "topk_energy": {
+ "1": NaN,
+ "5": NaN,
+ "10": NaN,
+ "25": NaN
+ },
+ "gamma_raw": 0.1561998873949051,
+ "gamma_active": {
+ "1e-08": 0.162128284573555,
+ "1e-07": 0.16279128193855286,
+ "1e-06": 0.16418591141700745,
+ "1e-05": 0.1643005907535553,
+ "0.0001": 0.1642281860113144
+ },
+ "gamma_energy_weighted": {
+ "1e-08": 0.1855485277047355,
+ "1e-07": 0.1855485277047355,
+ "1e-06": 0.1855485277047355,
+ "1e-05": 0.1855485277047355,
+ "0.0001": 0.1855485277047355
+ }
+ }
+ ]
+} \ No newline at end of file