diff options
Diffstat (limited to 'results/confirmatory/clean_sparsity')
5 files changed, 455 insertions, 0 deletions
diff --git a/results/confirmatory/clean_sparsity/cifar_ep_s1024.json b/results/confirmatory/clean_sparsity/cifar_ep_s1024.json new file mode 100644 index 0000000..65256d9 --- /dev/null +++ b/results/confirmatory/clean_sparsity/cifar_ep_s1024.json @@ -0,0 +1,91 @@ +{ + "method": "ep", + "seed": 1024, + "d": 256, + "per_layer": [ + { + "layer": 0, + "mean_norm": 9.15559649001807e-05, + "median_norm": 6.607273826375604e-05, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.3046875 + }, + "r_inf_mean": 0.31026577949523926, + "pr_mean": 0.1851312220096588, + "hoyer_mean": 0.5329517126083374, + "topk_energy": { + "1": 0.158521369099617, + "5": 0.3967384696006775, + "10": 0.557002067565918, + "25": 0.804891049861908 + } + }, + { + "layer": 1, + "mean_norm": 9.101406612899154e-05, + "median_norm": 6.56897755106911e-05, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.30078125 + }, + "r_inf_mean": 0.31200894713401794, + "pr_mean": 0.18345797061920166, + "hoyer_mean": 0.5321497917175293, + "topk_energy": { + "1": 0.15984469652175903, + "5": 0.39870667457580566, + "10": 0.5582325458526611, + "25": 0.8051235675811768 + } + }, + { + "layer": 2, + "mean_norm": 8.733402501093224e-05, + "median_norm": 6.450584623962641e-05, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.2890625 + }, + "r_inf_mean": 0.32220906019210815, + "pr_mean": 0.17444628477096558, + "hoyer_mean": 0.5220228433609009, + "topk_energy": { + "1": 0.17035308480262756, + "5": 0.41159749031066895, + "10": 0.5678898692131042, + "25": 0.8107988238334656 + } + }, + { + "layer": 3, + "mean_norm": 8.715597505215555e-05, + "median_norm": 6.27272529527545e-05, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.28125 + }, + "r_inf_mean": 0.32343047857284546, + "pr_mean": 0.17165207862854004, + "hoyer_mean": 0.5113759636878967, + "topk_energy": { + "1": 0.17299136519432068, + "5": 0.41694819927215576, + "10": 0.5739493370056152, + "25": 0.8166541457176208 + } + } + ] +}
\ No newline at end of file diff --git a/results/confirmatory/clean_sparsity/cifar_ep_s123.json b/results/confirmatory/clean_sparsity/cifar_ep_s123.json new file mode 100644 index 0000000..005ccdf --- /dev/null +++ b/results/confirmatory/clean_sparsity/cifar_ep_s123.json @@ -0,0 +1,91 @@ +{ + "method": "ep", + "seed": 123, + "d": 256, + "per_layer": [ + { + "layer": 0, + "mean_norm": 0.00010456332529429346, + "median_norm": 6.980952457524836e-05, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.28125 + }, + "r_inf_mean": 0.4620172381401062, + "pr_mean": 0.11449450254440308, + "hoyer_mean": 0.4635075330734253, + "topk_energy": { + "1": 0.29893115162849426, + "5": 0.4980701208114624, + "10": 0.6297639608383179, + "25": 0.8313008546829224 + } + }, + { + "layer": 1, + "mean_norm": 0.0001045233293552883, + "median_norm": 6.978377496125177e-05, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.28125 + }, + "r_inf_mean": 0.4622287452220917, + "pr_mean": 0.11440511792898178, + "hoyer_mean": 0.4630514085292816, + "topk_energy": { + "1": 0.2989923357963562, + "5": 0.49811261892318726, + "10": 0.6300234794616699, + "25": 0.8316766023635864 + } + }, + { + "layer": 2, + "mean_norm": 0.0001007560349535197, + "median_norm": 6.69957953505218e-05, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.26171875 + }, + "r_inf_mean": 0.4833214282989502, + "pr_mean": 0.1039460152387619, + "hoyer_mean": 0.44482535123825073, + "topk_energy": { + "1": 0.3238825798034668, + "5": 0.5239989161491394, + "10": 0.6505527496337891, + "25": 0.8411887884140015 + } + }, + { + "layer": 3, + "mean_norm": 0.00010035223385784775, + "median_norm": 6.629401468671858e-05, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.26171875 + }, + "r_inf_mean": 0.49055981636047363, + "pr_mean": 0.09709744155406952, + "hoyer_mean": 0.431086927652359, + "topk_energy": { + "1": 0.3320094347000122, + "5": 0.537769615650177, + "10": 0.6647151112556458, + "25": 0.8509942293167114 + } + } + ] +}
\ No newline at end of file diff --git a/results/confirmatory/clean_sparsity/cifar_ep_s42.json b/results/confirmatory/clean_sparsity/cifar_ep_s42.json new file mode 100644 index 0000000..e7a15a1 --- /dev/null +++ b/results/confirmatory/clean_sparsity/cifar_ep_s42.json @@ -0,0 +1,91 @@ +{ + "method": "ep", + "seed": 42, + "d": 256, + "per_layer": [ + { + "layer": 0, + "mean_norm": 0.0001512095332145691, + "median_norm": 0.00011338386684656143, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.58984375 + }, + "r_inf_mean": 0.32484251260757446, + "pr_mean": 0.18121182918548584, + "hoyer_mean": 0.5369894504547119, + "topk_energy": { + "1": 0.18754106760025024, + "5": 0.4041516184806824, + "10": 0.5543932914733887, + "25": 0.793650209903717 + } + }, + { + "layer": 1, + "mean_norm": 0.00015127702499739826, + "median_norm": 0.00011280256876489148, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.58984375 + }, + "r_inf_mean": 0.3246065080165863, + "pr_mean": 0.1813136637210846, + "hoyer_mean": 0.5365023016929626, + "topk_energy": { + "1": 0.18746019899845123, + "5": 0.40398016571998596, + "10": 0.5541672110557556, + "25": 0.7939640283584595 + } + }, + { + "layer": 2, + "mean_norm": 0.00014867246500216424, + "median_norm": 0.00011029186134692281, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.55859375 + }, + "r_inf_mean": 0.329489529132843, + "pr_mean": 0.1764482706785202, + "hoyer_mean": 0.5301411151885986, + "topk_energy": { + "1": 0.1931612193584442, + "5": 0.4118368625640869, + "10": 0.5616813898086548, + "25": 0.7989727258682251 + } + }, + { + "layer": 3, + "mean_norm": 0.0001509760768385604, + "median_norm": 0.00010986281995428726, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.57421875 + }, + "r_inf_mean": 0.33422771096229553, + "pr_mean": 0.1741165667772293, + "hoyer_mean": 0.5330758094787598, + "topk_energy": { + "1": 0.1962406039237976, + "5": 0.4156147837638855, + "10": 0.5644109845161438, + "25": 0.7961149215698242 + } + } + ] +}
\ No newline at end of file diff --git a/results/confirmatory/clean_sparsity/cifar_ep_s456.json b/results/confirmatory/clean_sparsity/cifar_ep_s456.json new file mode 100644 index 0000000..5cf3786 --- /dev/null +++ b/results/confirmatory/clean_sparsity/cifar_ep_s456.json @@ -0,0 +1,91 @@ +{ + "method": "ep", + "seed": 456, + "d": 256, + "per_layer": [ + { + "layer": 0, + "mean_norm": 0.00019033838179893792, + "median_norm": 0.00014054861094336957, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.63671875 + }, + "r_inf_mean": 0.2553776204586029, + "pr_mean": 0.21334712207317352, + "hoyer_mean": 0.556216835975647, + "topk_energy": { + "1": 0.11360983550548553, + "5": 0.37292540073394775, + "10": 0.5462768077850342, + "25": 0.7933647036552429 + } + }, + { + "layer": 1, + "mean_norm": 0.00019006169168278575, + "median_norm": 0.0001404981449013576, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.62890625 + }, + "r_inf_mean": 0.25574955344200134, + "pr_mean": 0.21288853883743286, + "hoyer_mean": 0.555762767791748, + "topk_energy": { + "1": 0.11392159759998322, + "5": 0.37334558367729187, + "10": 0.5465435981750488, + "25": 0.7938079237937927 + } + }, + { + "layer": 2, + "mean_norm": 0.00018623282085172832, + "median_norm": 0.00013751245569437742, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.61328125 + }, + "r_inf_mean": 0.25907957553863525, + "pr_mean": 0.2075212299823761, + "hoyer_mean": 0.5527985692024231, + "topk_energy": { + "1": 0.11691258102655411, + "5": 0.38014912605285645, + "10": 0.5521326065063477, + "25": 0.7964314222335815 + } + }, + { + "layer": 3, + "mean_norm": 0.0001882519864011556, + "median_norm": 0.00014072256453800946, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.60546875 + }, + "r_inf_mean": 0.25827866792678833, + "pr_mean": 0.2065490037202835, + "hoyer_mean": 0.5497186183929443, + "topk_energy": { + "1": 0.11739641427993774, + "5": 0.3822922110557556, + "10": 0.5554432272911072, + "25": 0.8010607957839966 + } + } + ] +}
\ No newline at end of file diff --git a/results/confirmatory/clean_sparsity/cifar_ep_s789.json b/results/confirmatory/clean_sparsity/cifar_ep_s789.json new file mode 100644 index 0000000..3aa00b4 --- /dev/null +++ b/results/confirmatory/clean_sparsity/cifar_ep_s789.json @@ -0,0 +1,91 @@ +{ + "method": "ep", + "seed": 789, + "d": 256, + "per_layer": [ + { + "layer": 0, + "mean_norm": 0.00017598697741050273, + "median_norm": 0.0001435329031664878, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.77734375 + }, + "r_inf_mean": 0.25733304023742676, + "pr_mean": 0.21203935146331787, + "hoyer_mean": 0.5531952381134033, + "topk_energy": { + "1": 0.11893332749605179, + "5": 0.376035213470459, + "10": 0.5429649353027344, + "25": 0.7928071022033691 + } + }, + { + "layer": 1, + "mean_norm": 0.00017575427773408592, + "median_norm": 0.00014246668433770537, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.77734375 + }, + "r_inf_mean": 0.2575938105583191, + "pr_mean": 0.21092239022254944, + "hoyer_mean": 0.5521162152290344, + "topk_energy": { + "1": 0.11935224384069443, + "5": 0.37730705738067627, + "10": 0.5443674325942993, + "25": 0.7936674952507019 + } + }, + { + "layer": 2, + "mean_norm": 0.00017053575720638037, + "median_norm": 0.00013913025031797588, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.73828125 + }, + "r_inf_mean": 0.26289018988609314, + "pr_mean": 0.20421040058135986, + "hoyer_mean": 0.548264741897583, + "topk_energy": { + "1": 0.12429583817720413, + "5": 0.3861568570137024, + "10": 0.5497573614120483, + "25": 0.7960729598999023 + } + }, + { + "layer": 3, + "mean_norm": 0.00016748139751143754, + "median_norm": 0.00013177764776628464, + "support": { + "1e-08": 1.0, + "1e-07": 1.0, + "1e-06": 1.0, + "1e-05": 1.0, + "0.0001": 0.71484375 + }, + "r_inf_mean": 0.269894003868103, + "pr_mean": 0.19402557611465454, + "hoyer_mean": 0.5389708280563354, + "topk_energy": { + "1": 0.13044467568397522, + "5": 0.3994868993759155, + "10": 0.5619409680366516, + "25": 0.8028245568275452 + } + } + ] +}
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