summaryrefslogtreecommitdiff
path: root/results/synth_ladder_v2_hi/synth_a0.5_L12_s123.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/synth_ladder_v2_hi/synth_a0.5_L12_s123.json')
-rw-r--r--results/synth_ladder_v2_hi/synth_a0.5_L12_s123.json1722
1 files changed, 1722 insertions, 0 deletions
diff --git a/results/synth_ladder_v2_hi/synth_a0.5_L12_s123.json b/results/synth_ladder_v2_hi/synth_a0.5_L12_s123.json
new file mode 100644
index 0000000..5ae584b
--- /dev/null
+++ b/results/synth_ladder_v2_hi/synth_a0.5_L12_s123.json
@@ -0,0 +1,1722 @@
+{
+ "bp": {
+ "log": {
+ "train_loss": [
+ 1.0668871035575866,
+ 0.5437644843578339,
+ 0.4442927023410797,
+ 0.40189131622314456,
+ 0.41018874361515045,
+ 0.3410574321269989,
+ 0.3484022264003754,
+ 0.3299962274551392,
+ 0.3777468213558197,
+ 0.320639072227478,
+ 0.3502114427804947,
+ 0.2625524127006531,
+ 0.31084647080898287,
+ 0.23638844475746154,
+ 0.23954274733066558,
+ 0.21965548858642578,
+ 0.23137761989831923,
+ 0.2215217474937439,
+ 0.21972281413078307,
+ 0.2046865596175194,
+ 0.17405090971589088,
+ 0.16184886281490327,
+ 0.19982717757225035,
+ 0.21438712718486785,
+ 0.18986032649278642,
+ 0.16079453411102296,
+ 0.12543020910024644,
+ 0.10698981108665466,
+ 0.1377583697795868,
+ 0.15657683781385423,
+ 0.11835481392145157,
+ 0.11930964469909668,
+ 0.1372688979268074,
+ 0.10084772405028343,
+ 0.08756917915344238,
+ 0.09215591390132905,
+ 0.10565964897871018,
+ 0.08364779654145241,
+ 0.06760566492080688,
+ 0.06659261006116866,
+ 0.05321097924113274,
+ 0.04292736679315567,
+ 0.038505215954780576,
+ 0.04860781878978014,
+ 0.03835035711228847,
+ 0.03284513468891382,
+ 0.02925829759836197,
+ 0.034927824586629866,
+ 0.02977181176543236,
+ 0.02587605638951063,
+ 0.021584136448800563,
+ 0.021009254217147826,
+ 0.035822143226861954,
+ 0.02755334359407425,
+ 0.022640997081622483,
+ 0.01857010641694069,
+ 0.016963605327904224,
+ 0.016223060864210128,
+ 0.015676903715729714,
+ 0.014825385958701372,
+ 0.014110816264152526,
+ 0.014133429580926895,
+ 0.013563485038280487,
+ 0.01332942191362381,
+ 0.012876193167269229,
+ 0.012466417776048183,
+ 0.012171600410342216,
+ 0.012017940378189087,
+ 0.011746616941690446,
+ 0.011764343333244325,
+ 0.011572992166876793,
+ 0.011454691462218761,
+ 0.011281873452663422,
+ 0.011190583446621894,
+ 0.011105955013632774,
+ 0.011065145464241505,
+ 0.011014660102501512,
+ 0.01097581763714552,
+ 0.01095222277250141,
+ 0.01094091155230999
+ ],
+ "train_acc": [
+ 0.6115,
+ 0.7903,
+ 0.8251,
+ 0.8409,
+ 0.8391,
+ 0.8641,
+ 0.8593,
+ 0.8679,
+ 0.8542,
+ 0.8751,
+ 0.8637,
+ 0.8989,
+ 0.877,
+ 0.9065,
+ 0.9038,
+ 0.9146,
+ 0.9084,
+ 0.9142,
+ 0.914,
+ 0.921,
+ 0.9315,
+ 0.9368,
+ 0.9221,
+ 0.921,
+ 0.9307,
+ 0.938,
+ 0.9533,
+ 0.9631,
+ 0.9481,
+ 0.9406,
+ 0.9552,
+ 0.9537,
+ 0.9495,
+ 0.9637,
+ 0.97,
+ 0.9687,
+ 0.9622,
+ 0.9706,
+ 0.9784,
+ 0.9788,
+ 0.9861,
+ 0.9911,
+ 0.9939,
+ 0.9886,
+ 0.9935,
+ 0.9961,
+ 0.998,
+ 0.9944,
+ 0.9963,
+ 0.998,
+ 0.9992,
+ 0.9989,
+ 0.992,
+ 0.9963,
+ 0.998,
+ 0.9995,
+ 0.9996,
+ 0.9998,
+ 0.9998,
+ 0.9999,
+ 0.9998,
+ 1.0,
+ 0.9999,
+ 1.0,
+ 0.9999,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0
+ ],
+ "test_acc": [
+ 0.775,
+ 0.776,
+ 0.8255,
+ 0.8235,
+ 0.8115,
+ 0.836,
+ 0.838,
+ 0.838,
+ 0.837,
+ 0.8235,
+ 0.827,
+ 0.8475,
+ 0.8465,
+ 0.8435,
+ 0.841,
+ 0.856,
+ 0.847,
+ 0.8495,
+ 0.85,
+ 0.856,
+ 0.8575,
+ 0.857,
+ 0.854,
+ 0.8415,
+ 0.859,
+ 0.851,
+ 0.8635,
+ 0.865,
+ 0.8625,
+ 0.851,
+ 0.868,
+ 0.8505,
+ 0.8565,
+ 0.87,
+ 0.866,
+ 0.861,
+ 0.852,
+ 0.868,
+ 0.869,
+ 0.8655,
+ 0.8675,
+ 0.869,
+ 0.8685,
+ 0.8635,
+ 0.8705,
+ 0.8675,
+ 0.869,
+ 0.867,
+ 0.872,
+ 0.873,
+ 0.8705,
+ 0.8715,
+ 0.864,
+ 0.8715,
+ 0.872,
+ 0.871,
+ 0.878,
+ 0.8745,
+ 0.872,
+ 0.874,
+ 0.8735,
+ 0.8715,
+ 0.872,
+ 0.8715,
+ 0.8725,
+ 0.8735,
+ 0.873,
+ 0.872,
+ 0.872,
+ 0.873,
+ 0.8735,
+ 0.872,
+ 0.8725,
+ 0.872,
+ 0.872,
+ 0.873,
+ 0.8725,
+ 0.873,
+ 0.873,
+ 0.873
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.8060421943664551,
+ 0.7944625616073608,
+ 0.776944637298584,
+ 0.7588614821434021,
+ 0.7418972849845886,
+ 0.7322722673416138,
+ 0.724165678024292,
+ 0.7197043299674988,
+ 0.7152823209762573,
+ 0.7119243144989014,
+ 0.709496021270752,
+ 0.7078304886817932
+ ],
+ "perturbation_rho": [
+ 0.9999996423721313,
+ 0.9999984502792358,
+ 0.9999962449073792,
+ 0.999989926815033,
+ 0.9999754428863525,
+ 0.9999579191207886,
+ 0.999927818775177,
+ 0.999887228012085,
+ 0.9998751878738403,
+ 0.9997915029525757,
+ 0.9997637867927551,
+ 0.9997560381889343
+ ],
+ "nudging": {
+ "0.001": [
+ -0.04387564957141876,
+ -0.026459218934178352,
+ -0.01598835177719593,
+ -0.009950939565896988,
+ -0.0065530999563634396,
+ -0.004664362408220768,
+ -0.003570194821804762,
+ -0.0028879866003990173,
+ -0.0024394416250288486,
+ -0.0021331091411411762,
+ -0.0019131104927510023,
+ -0.0017530664335936308
+ ],
+ "0.003": [
+ -0.12082510441541672,
+ -0.07548783719539642,
+ -0.04654107615351677,
+ -0.029300624504685402,
+ -0.01941942237317562,
+ -0.01387093961238861,
+ -0.010638581588864326,
+ -0.008616363629698753,
+ -0.007284482475370169,
+ -0.006373265758156776,
+ -0.005718273110687733,
+ -0.005241651087999344
+ ],
+ "0.01": [
+ -0.2872876822948456,
+ -0.20931334793567657,
+ -0.13937950134277344,
+ -0.09144100546836853,
+ -0.06199805811047554,
+ -0.04483566805720329,
+ -0.03463221341371536,
+ -0.02817366272211075,
+ -0.023888790979981422,
+ -0.02094285935163498,
+ -0.01881779544055462,
+ -0.01726764440536499
+ ]
+ }
+ }
+ },
+ "dfa": {
+ "log": {
+ "train_loss": [
+ 2.142750821685791,
+ 1.124327583885193,
+ 0.7785231340408325,
+ 0.6528371575355529,
+ 0.597726934146881,
+ 0.5598292840957642,
+ 0.5507024248838425,
+ 0.5393614018440247,
+ 0.5861102363586426,
+ 0.5633430314064026,
+ 0.5583740697860717,
+ 0.5919369807243348,
+ 0.6456176485061645,
+ 0.557507578754425,
+ 0.6100466576099396,
+ 0.5981708965301513,
+ 0.6966950350761414,
+ 0.6483181215286254,
+ 0.6949886666774749,
+ 0.7073626656532288,
+ 0.7537654346466064,
+ 0.84040883102417,
+ 0.6919007718086243,
+ 0.7978002725124359,
+ 0.7179612370491028,
+ 0.799304240322113,
+ 0.8661868356734514,
+ 0.6795031730651856,
+ 0.6878745692253113,
+ 0.6902590084075928,
+ 0.8633141542434692,
+ 0.7126479680061341,
+ 0.7912728582382202,
+ 0.8799988972187043,
+ 0.8774635292053222,
+ 0.7583431783676148,
+ 0.7759649380683898,
+ 0.6964675615310669,
+ 0.7451448738098144,
+ 0.9347431049585342,
+ 0.6569768931627273,
+ 0.6217489993751049,
+ 0.6617763934135437,
+ 0.763850627553463,
+ 0.7051671092033386,
+ 0.6679003673553466,
+ 0.6873064106941223,
+ 0.721931100845337,
+ 0.7477014111042023,
+ 0.6456629550933838,
+ 0.6599196642875671,
+ 0.6208732713699341,
+ 0.6234532192230224,
+ 0.5699338432312012,
+ 0.6139316390037537,
+ 0.5759364881515503,
+ 0.5688060250282287,
+ 0.5778871156692504,
+ 0.5713616683959961,
+ 0.5509775221824647,
+ 0.5339077308654785,
+ 0.5171661471366882,
+ 0.5024198468208313,
+ 0.5114490198850632,
+ 0.4912056381225586,
+ 0.49547468848228454,
+ 0.4774726238250732,
+ 0.4827991735935211,
+ 0.47101506519317626,
+ 0.47335759959220886,
+ 0.47204044761657715,
+ 0.46472445521354677,
+ 0.4678656229496002,
+ 0.4620117915153503,
+ 0.45770361523628234,
+ 0.45486976613998414,
+ 0.4546703920841217,
+ 0.4531755482196808,
+ 0.4513186443388462,
+ 0.4506361876010895
+ ],
+ "train_acc": [
+ 0.2264,
+ 0.5937,
+ 0.7105,
+ 0.7583,
+ 0.775,
+ 0.7885,
+ 0.7948,
+ 0.803,
+ 0.7889,
+ 0.7989,
+ 0.8026,
+ 0.7968,
+ 0.7883,
+ 0.8152,
+ 0.7994,
+ 0.8119,
+ 0.7968,
+ 0.8073,
+ 0.7994,
+ 0.7931,
+ 0.7927,
+ 0.7855,
+ 0.8066,
+ 0.7951,
+ 0.8074,
+ 0.7894,
+ 0.7862,
+ 0.8163,
+ 0.8118,
+ 0.8146,
+ 0.7906,
+ 0.8097,
+ 0.8035,
+ 0.7874,
+ 0.7907,
+ 0.8091,
+ 0.8032,
+ 0.8171,
+ 0.8057,
+ 0.784,
+ 0.8211,
+ 0.8244,
+ 0.8214,
+ 0.8004,
+ 0.8099,
+ 0.8165,
+ 0.8113,
+ 0.8098,
+ 0.8046,
+ 0.8138,
+ 0.8158,
+ 0.8238,
+ 0.8252,
+ 0.8327,
+ 0.8298,
+ 0.8294,
+ 0.8263,
+ 0.8262,
+ 0.8303,
+ 0.8366,
+ 0.8356,
+ 0.842,
+ 0.8421,
+ 0.8435,
+ 0.8451,
+ 0.8433,
+ 0.8497,
+ 0.8496,
+ 0.8532,
+ 0.851,
+ 0.8511,
+ 0.8527,
+ 0.8529,
+ 0.8519,
+ 0.8545,
+ 0.854,
+ 0.8556,
+ 0.8556,
+ 0.8555,
+ 0.8553
+ ],
+ "test_acc": [
+ 0.4685,
+ 0.6425,
+ 0.7055,
+ 0.723,
+ 0.755,
+ 0.755,
+ 0.7485,
+ 0.71,
+ 0.734,
+ 0.746,
+ 0.706,
+ 0.685,
+ 0.7565,
+ 0.7435,
+ 0.7425,
+ 0.7695,
+ 0.7395,
+ 0.74,
+ 0.7145,
+ 0.696,
+ 0.7095,
+ 0.694,
+ 0.6885,
+ 0.7055,
+ 0.7615,
+ 0.7,
+ 0.7625,
+ 0.751,
+ 0.7555,
+ 0.7025,
+ 0.7275,
+ 0.757,
+ 0.6975,
+ 0.683,
+ 0.7535,
+ 0.721,
+ 0.7555,
+ 0.7335,
+ 0.7275,
+ 0.7405,
+ 0.7865,
+ 0.746,
+ 0.724,
+ 0.731,
+ 0.7445,
+ 0.7255,
+ 0.7325,
+ 0.723,
+ 0.772,
+ 0.752,
+ 0.7665,
+ 0.785,
+ 0.7755,
+ 0.7705,
+ 0.76,
+ 0.7715,
+ 0.7895,
+ 0.777,
+ 0.767,
+ 0.7965,
+ 0.7835,
+ 0.7975,
+ 0.7865,
+ 0.786,
+ 0.796,
+ 0.801,
+ 0.7965,
+ 0.791,
+ 0.7925,
+ 0.791,
+ 0.786,
+ 0.7975,
+ 0.7935,
+ 0.7895,
+ 0.796,
+ 0.7965,
+ 0.798,
+ 0.796,
+ 0.797,
+ 0.7975
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.004078918602317572,
+ 0.1059243381023407,
+ 0.07574640959501266,
+ 0.07308551669120789,
+ 0.066571444272995,
+ 0.056897446513175964,
+ 0.12165610492229462,
+ 0.06462406367063522,
+ 0.04925639182329178,
+ 0.04602370783686638,
+ 0.035759277641773224,
+ 0.06015833467245102
+ ],
+ "perturbation_rho": [
+ -0.011486321687698364,
+ 0.04376016557216644,
+ 0.037421341985464096,
+ 0.05220063030719757,
+ 0.09364941716194153,
+ -0.03169674053788185,
+ 0.15961039066314697,
+ 0.10634914040565491,
+ 0.03384825587272644,
+ 0.02390148863196373,
+ -0.010392685420811176,
+ 0.00882963091135025
+ ],
+ "nudging": {
+ "0.001": [
+ -0.0003049457154702395,
+ -0.0003453067038208246,
+ -0.00019223694107495248,
+ -0.00020254506671335548,
+ -0.00016044230142142624,
+ -0.00010334418038837612,
+ -0.00029247987549751997,
+ -0.00015202155918814242,
+ -9.743614646140486e-05,
+ -0.00010192080662818626,
+ -8.19721317384392e-05,
+ -0.0001297243870794773
+ ],
+ "0.003": [
+ -0.0008906631264835596,
+ -0.0010361261665821075,
+ -0.0005767023540101945,
+ -0.0006089159287512302,
+ -0.0004821037291549146,
+ -0.00030989840161055326,
+ -0.0008778797928243876,
+ -0.00045706197852268815,
+ -0.0002917651436291635,
+ -0.0003039806033484638,
+ -0.0002444116398692131,
+ -0.00038952555041760206
+ ],
+ "0.01": [
+ -0.0026711553800851107,
+ -0.003443576628342271,
+ -0.001918894238770008,
+ -0.0020233127288520336,
+ -0.0016027885721996427,
+ -0.0010300527792423964,
+ -0.002917288802564144,
+ -0.001525502186268568,
+ -0.0009703689720481634,
+ -0.0010098961647599936,
+ -0.0008095581433735788,
+ -0.0012933723628520966
+ ]
+ }
+ }
+ },
+ "state_bridge": {
+ "log": {
+ "train_loss": [
+ 1.7463860042572021,
+ 1.1237696697235107,
+ 0.972771835899353,
+ 0.9426122094154358,
+ 0.8994912829399109,
+ 0.9408926801681519,
+ 0.9865427770614624,
+ 1.0485262629508971,
+ 1.0925080902099609,
+ 1.1362103001594543,
+ 1.0678862438201904,
+ 1.0652718430519104,
+ 1.0586652740478515,
+ 1.0178926465988158,
+ 1.0305222831726075,
+ 1.0413858165740968,
+ 1.0357634119033814,
+ 1.047720281791687,
+ 1.0609775308609009,
+ 1.0116510014533997,
+ 0.9950579191207886,
+ 0.9199824966430664,
+ 0.9665196490287781,
+ 0.9476463966369629,
+ 1.0014626719474793,
+ 0.9582755434036255,
+ 1.010899329662323,
+ 1.0397068269729615,
+ 1.0328380886077881,
+ 1.043629725265503,
+ 0.9458726802825927,
+ 0.9873936015129089,
+ 1.0067718154907226,
+ 0.9733795068740845,
+ 0.9494395099639893,
+ 0.9087101627349854,
+ 0.9260237079620361,
+ 0.9596985802650452,
+ 0.8670240854263306,
+ 0.9266280819892884,
+ 0.9033067417144776,
+ 0.8523105756759644,
+ 0.8422792108535767,
+ 0.8166048532485962,
+ 0.8156945413589477,
+ 0.8301033269882202,
+ 0.8141396549224853,
+ 0.8390941219329834,
+ 0.8281017392158508,
+ 0.8349929582595825,
+ 0.8482530313491822,
+ 0.8541515255928039,
+ 0.842770311498642,
+ 0.8406181728363037,
+ 0.8218491198539734,
+ 0.8218080397605896,
+ 0.8124953329086304,
+ 0.7943122324943542,
+ 0.7955346862792969,
+ 0.7875666446685791,
+ 0.7818890949249268,
+ 0.7744473322868347,
+ 0.7751531169891357,
+ 0.7724810953140259,
+ 0.7624368892669677,
+ 0.7628077686309814,
+ 0.7549171347618103,
+ 0.755369038105011,
+ 0.7542786574363709,
+ 0.7511461977005005,
+ 0.7510316205978393,
+ 0.7489814598083496,
+ 0.7467557451248169,
+ 0.7460188133239746,
+ 0.7445521638870239,
+ 0.7435068511009216,
+ 0.7426531793594361,
+ 0.7419929014205933,
+ 0.7417299631118774,
+ 0.7414803896903992
+ ],
+ "train_acc": [
+ 0.3799,
+ 0.5937,
+ 0.6617,
+ 0.6768,
+ 0.6897,
+ 0.6834,
+ 0.6646,
+ 0.6466,
+ 0.6432,
+ 0.6355,
+ 0.643,
+ 0.6389,
+ 0.6358,
+ 0.6479,
+ 0.6424,
+ 0.641,
+ 0.6359,
+ 0.6327,
+ 0.632,
+ 0.6475,
+ 0.6546,
+ 0.6719,
+ 0.6631,
+ 0.6691,
+ 0.6638,
+ 0.6735,
+ 0.6655,
+ 0.6522,
+ 0.6519,
+ 0.6562,
+ 0.6804,
+ 0.6703,
+ 0.6634,
+ 0.6783,
+ 0.6836,
+ 0.6906,
+ 0.6856,
+ 0.685,
+ 0.7038,
+ 0.693,
+ 0.6972,
+ 0.7082,
+ 0.7133,
+ 0.7162,
+ 0.7181,
+ 0.7105,
+ 0.7131,
+ 0.7086,
+ 0.7153,
+ 0.7128,
+ 0.7104,
+ 0.7091,
+ 0.7102,
+ 0.7122,
+ 0.7194,
+ 0.719,
+ 0.7198,
+ 0.7235,
+ 0.7189,
+ 0.7262,
+ 0.7256,
+ 0.7258,
+ 0.7319,
+ 0.7268,
+ 0.7345,
+ 0.7312,
+ 0.7347,
+ 0.7352,
+ 0.7339,
+ 0.736,
+ 0.7356,
+ 0.736,
+ 0.7385,
+ 0.7368,
+ 0.7372,
+ 0.7371,
+ 0.737,
+ 0.7382,
+ 0.738,
+ 0.7379
+ ],
+ "test_acc": [
+ 0.5265,
+ 0.6085,
+ 0.6455,
+ 0.635,
+ 0.656,
+ 0.616,
+ 0.6215,
+ 0.608,
+ 0.5975,
+ 0.6135,
+ 0.605,
+ 0.6015,
+ 0.5845,
+ 0.5955,
+ 0.601,
+ 0.6115,
+ 0.619,
+ 0.6165,
+ 0.609,
+ 0.626,
+ 0.6445,
+ 0.632,
+ 0.6355,
+ 0.6185,
+ 0.6355,
+ 0.602,
+ 0.614,
+ 0.6335,
+ 0.618,
+ 0.628,
+ 0.634,
+ 0.642,
+ 0.607,
+ 0.6585,
+ 0.6435,
+ 0.6575,
+ 0.608,
+ 0.654,
+ 0.6625,
+ 0.652,
+ 0.681,
+ 0.6795,
+ 0.6775,
+ 0.685,
+ 0.6635,
+ 0.6925,
+ 0.665,
+ 0.6675,
+ 0.663,
+ 0.6625,
+ 0.6655,
+ 0.6675,
+ 0.6725,
+ 0.674,
+ 0.684,
+ 0.685,
+ 0.6875,
+ 0.685,
+ 0.693,
+ 0.686,
+ 0.688,
+ 0.683,
+ 0.6925,
+ 0.679,
+ 0.6815,
+ 0.6875,
+ 0.69,
+ 0.6855,
+ 0.683,
+ 0.6885,
+ 0.6895,
+ 0.6905,
+ 0.6875,
+ 0.689,
+ 0.6915,
+ 0.692,
+ 0.6925,
+ 0.6915,
+ 0.6905,
+ 0.69
+ ],
+ "state_pred_error": [
+ 0.657575396156311,
+ 0.22584220933914184,
+ 0.18108190598487853,
+ 0.1738492854833603,
+ 0.1768016979932785,
+ 0.17527156100273134,
+ 0.1744111572265625,
+ 0.18089782931804657,
+ 0.1815103266239166,
+ 0.17203099308013917,
+ 0.16158259053230287,
+ 0.150070090007782,
+ 0.14713554129600526,
+ 0.1392310976266861,
+ 0.13433781069517137,
+ 0.12369427697658539,
+ 0.11368098001480102,
+ 0.10957575480937957,
+ 0.10401724026203156,
+ 0.097935398042202,
+ 0.09728261232376098,
+ 0.09723384432792663,
+ 0.08889269602298737,
+ 0.08045474321842194,
+ 0.0764869434595108,
+ 0.0754717215538025,
+ 0.07573794380426407,
+ 0.07702496689558029,
+ 0.07481489708423615,
+ 0.06833497145175933,
+ 0.06267784029245377,
+ 0.05740301186442375,
+ 0.05463098112940788,
+ 0.05097537848949432,
+ 0.04853306106328964,
+ 0.046815031588077545,
+ 0.04702129671573639,
+ 0.047897269797325136,
+ 0.04525828623175621,
+ 0.04126551170349121,
+ 0.038078772968053815,
+ 0.035508244448900224,
+ 0.033928532779216765,
+ 0.033214526349306106,
+ 0.032263154244422915,
+ 0.03165398389697075,
+ 0.03176654878854752,
+ 0.032726337200403216,
+ 0.03520564076304436,
+ 0.03746888961195946,
+ 0.039616973650455474,
+ 0.040450227236747745,
+ 0.03974002408981323,
+ 0.03915794268846512,
+ 0.038212089216709134,
+ 0.03644757592380047,
+ 0.034951094454526904,
+ 0.033642032438516614,
+ 0.032086009567976,
+ 0.031101924151182174,
+ 0.030201471465826035,
+ 0.029204100465774537,
+ 0.02867460669875145,
+ 0.027740669012069702,
+ 0.027074356430768966,
+ 0.026351269084215163,
+ 0.02568203446865082,
+ 0.024844326972961427,
+ 0.024070368832349778,
+ 0.023772034823894502,
+ 0.023003196692466737,
+ 0.02215852342545986,
+ 0.02170176804959774,
+ 0.021068523544073105,
+ 0.020733746546506882,
+ 0.020220248556137084,
+ 0.019796535715460778,
+ 0.019584159588813783,
+ 0.019099098661541938,
+ 0.018604568365216255
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.7613614797592163,
+ 0.3896995782852173,
+ 0.1309610903263092,
+ 0.10979019105434418,
+ 0.09164053201675415,
+ 0.07316795736551285,
+ 0.09407100081443787,
+ 0.08964815735816956,
+ 0.08292470127344131,
+ 0.08648289740085602,
+ 0.0870373547077179,
+ 0.08205951005220413
+ ],
+ "perturbation_rho": [
+ 0.6734859943389893,
+ 0.37621644139289856,
+ 0.08932416141033173,
+ 0.11710754036903381,
+ 0.07942430675029755,
+ 0.058268360793590546,
+ 0.05698401480913162,
+ 0.12727776169776917,
+ 0.03869014233350754,
+ 0.06775026768445969,
+ 0.0798446387052536,
+ 0.05710796266794205
+ ],
+ "nudging": {
+ "0.001": [
+ -0.02036258764564991,
+ -0.0012726839631795883,
+ -0.00030185317154973745,
+ -0.00024410546757280827,
+ -0.00020778426551260054,
+ -0.00017662602476775646,
+ -0.00021787048899568617,
+ -0.00021810311591252685,
+ -0.00019943300867453218,
+ -0.00021332810865715146,
+ -0.0002083198050968349,
+ -0.00020046724239364266
+ ],
+ "0.003": [
+ -0.05963846668601036,
+ -0.0038126767612993717,
+ -0.0009049437940120697,
+ -0.000732341140974313,
+ -0.0006232722080312669,
+ -0.0005303305806592107,
+ -0.0006538627203553915,
+ -0.0006539188325405121,
+ -0.0005980591522529721,
+ -0.0006397926481440663,
+ -0.0006250399746932089,
+ -0.000601528212428093
+ ],
+ "0.01": [
+ -0.1828688532114029,
+ -0.012644743546843529,
+ -0.003011793363839388,
+ -0.0024378912057727575,
+ -0.0020753229036927223,
+ -0.0017659795703366399,
+ -0.0021767604630440474,
+ -0.0021774054039269686,
+ -0.0019914493896067142,
+ -0.0021301559172570705,
+ -0.0020812181755900383,
+ -0.0020023814868181944
+ ]
+ },
+ "state_pred_error_per_layer": [
+ 12496.853515625,
+ 8106.66162109375,
+ 5059.9169921875,
+ 4050.405517578125,
+ 3454.0888671875,
+ 2936.005859375,
+ 2830.2294921875,
+ 2863.870361328125,
+ 3118.476806640625,
+ 3786.361083984375,
+ 3251.337890625,
+ 3255.708740234375
+ ]
+ }
+ },
+ "credit_bridge": {
+ "log": {
+ "train_loss": [
+ 2.1431375211715697,
+ 1.1314113176345826,
+ 0.763494457435608,
+ 0.6545422078132629,
+ 0.5963865146636963,
+ 0.5926999958992004,
+ 0.5563723385810853,
+ 0.5273848016023636,
+ 0.526389640045166,
+ 0.5737923973083496,
+ 0.6184886278152466,
+ 0.540420817565918,
+ 0.6509309328079224,
+ 0.6382177831172943,
+ 0.7038152565479279,
+ 0.6197104157209397,
+ 0.6280380012512207,
+ 0.7637808742523193,
+ 0.7737348519325257,
+ 0.9252185022354126,
+ 0.8572391531944275,
+ 0.8700120922088623,
+ 0.9276481540679932,
+ 0.9125369520187377,
+ 0.9172161891937256,
+ 0.8759773926734924,
+ 0.9195978992462158,
+ 0.9266179433822632,
+ 0.9306347612380982,
+ 0.9355648864746093,
+ 1.1860807178497315,
+ 1.2574410260200501,
+ 0.9577581795692444,
+ 0.9231017108917237,
+ 0.9289527448654175,
+ 1.1865424547195436,
+ 1.267508578491211,
+ 1.2051992826461793,
+ 1.0714506145477294,
+ 1.0610662315368653,
+ 1.08882954788208,
+ 1.1172235593795776,
+ 1.0685178228378296,
+ 1.072965350151062,
+ 1.0879979553222656,
+ 1.091849722290039,
+ 1.0951012313842774,
+ 1.1118889781951904,
+ 1.1178365121841431,
+ 1.1614880767822267,
+ 1.1315129627227782,
+ 1.1100497497558595,
+ 1.0586509960174562,
+ 1.0336646169662476,
+ 0.9826500085830688,
+ 0.9442742486953736,
+ 0.9249188864707947,
+ 0.9147214357376099,
+ 0.9175932567596435,
+ 0.902301881980896,
+ 0.9019629783630371,
+ 0.9227725395202637,
+ 0.9098626622200012,
+ 0.9148895687103271,
+ 0.9403810447692871,
+ 0.9147419730186462,
+ 0.9180494606018066,
+ 0.9268005172729492,
+ 0.9152821050643921,
+ 0.9107012414932251,
+ 0.9089200870513916,
+ 0.9040866283416749,
+ 0.9004606851577759,
+ 0.8984116611480712,
+ 0.8967930128097534,
+ 0.8934282851934433,
+ 0.8917015773773194,
+ 0.8904676536560059,
+ 0.889515599822998,
+ 0.8890901028633118
+ ],
+ "train_acc": [
+ 0.2244,
+ 0.5835,
+ 0.7155,
+ 0.7573,
+ 0.78,
+ 0.7817,
+ 0.7882,
+ 0.8049,
+ 0.805,
+ 0.798,
+ 0.7902,
+ 0.811,
+ 0.7863,
+ 0.796,
+ 0.7855,
+ 0.8072,
+ 0.8079,
+ 0.7868,
+ 0.7864,
+ 0.7652,
+ 0.7689,
+ 0.7653,
+ 0.7554,
+ 0.7566,
+ 0.7448,
+ 0.7535,
+ 0.7354,
+ 0.7394,
+ 0.7249,
+ 0.7259,
+ 0.6872,
+ 0.6905,
+ 0.7291,
+ 0.7244,
+ 0.7165,
+ 0.6711,
+ 0.6454,
+ 0.6564,
+ 0.6834,
+ 0.6735,
+ 0.6685,
+ 0.6727,
+ 0.6801,
+ 0.6826,
+ 0.6789,
+ 0.6825,
+ 0.6789,
+ 0.6757,
+ 0.6757,
+ 0.6735,
+ 0.6784,
+ 0.6749,
+ 0.6853,
+ 0.6856,
+ 0.6876,
+ 0.694,
+ 0.699,
+ 0.6992,
+ 0.6983,
+ 0.6973,
+ 0.702,
+ 0.6927,
+ 0.695,
+ 0.6934,
+ 0.6853,
+ 0.695,
+ 0.6897,
+ 0.6934,
+ 0.6927,
+ 0.6948,
+ 0.693,
+ 0.695,
+ 0.6974,
+ 0.6947,
+ 0.6957,
+ 0.6963,
+ 0.6997,
+ 0.6972,
+ 0.698,
+ 0.6986
+ ],
+ "test_acc": [
+ 0.4745,
+ 0.6585,
+ 0.71,
+ 0.7365,
+ 0.713,
+ 0.7385,
+ 0.7485,
+ 0.7465,
+ 0.7115,
+ 0.7135,
+ 0.755,
+ 0.718,
+ 0.7445,
+ 0.705,
+ 0.7395,
+ 0.739,
+ 0.696,
+ 0.739,
+ 0.7015,
+ 0.654,
+ 0.693,
+ 0.6895,
+ 0.6715,
+ 0.696,
+ 0.6895,
+ 0.641,
+ 0.642,
+ 0.6835,
+ 0.6535,
+ 0.677,
+ 0.634,
+ 0.6605,
+ 0.67,
+ 0.651,
+ 0.579,
+ 0.5805,
+ 0.57,
+ 0.61,
+ 0.5835,
+ 0.612,
+ 0.5455,
+ 0.639,
+ 0.612,
+ 0.6275,
+ 0.6515,
+ 0.6425,
+ 0.6285,
+ 0.651,
+ 0.6015,
+ 0.647,
+ 0.619,
+ 0.6465,
+ 0.6315,
+ 0.651,
+ 0.6475,
+ 0.6345,
+ 0.655,
+ 0.649,
+ 0.65,
+ 0.653,
+ 0.652,
+ 0.6555,
+ 0.6455,
+ 0.651,
+ 0.6585,
+ 0.6535,
+ 0.6575,
+ 0.65,
+ 0.6545,
+ 0.659,
+ 0.6545,
+ 0.65,
+ 0.6545,
+ 0.6585,
+ 0.653,
+ 0.6555,
+ 0.6515,
+ 0.651,
+ 0.652,
+ 0.6545
+ ],
+ "value_loss": [
+ 2.9568321046829222,
+ 1.0785086713790895,
+ 0.90905224609375,
+ 0.8156556116104126,
+ 0.71209981174469,
+ 0.7162606690883636,
+ 0.6878525162696838,
+ 0.6334588691949844,
+ 0.6678785998344421,
+ 0.8333585778236389,
+ 0.9790375330209732,
+ 0.8892305318832397,
+ 1.190905132675171,
+ 1.22135962972641,
+ 1.4191310731887818,
+ 1.2301843813419342,
+ 1.309260043334961,
+ 1.786697961139679,
+ 1.8390044986248015,
+ 2.7407329641342164,
+ 2.683467747211456,
+ 2.4605039993286133,
+ 2.697446767044067,
+ 2.505884079360962,
+ 2.3811799823760986,
+ 2.1130632976531984,
+ 2.547091405200958,
+ 2.568806095790863,
+ 2.326700057220459,
+ 2.050758037567139,
+ 3.351647375488281,
+ 3.8653842737197874,
+ 2.4262299686431885,
+ 1.973457328939438,
+ 1.9173651649951935,
+ 2.7696605461120605,
+ 3.223868531227112,
+ 2.516205952453613,
+ 2.1309806928634645,
+ 1.581437483215332,
+ 1.520662855911255,
+ 1.7421501956939698,
+ 1.6392579578399658,
+ 1.7828631855010986,
+ 1.503568088912964,
+ 1.5523305910110474,
+ 1.513862213420868,
+ 1.4381744204521179,
+ 1.703464267539978,
+ 1.8939362186431885,
+ 1.997329638671875,
+ 2.3897830280303953,
+ 1.7983587005615234,
+ 1.697597998046875,
+ 1.9598307273864746,
+ 2.306221367645264,
+ 2.709978248977661,
+ 2.6091056289672854,
+ 2.1318489376068115,
+ 2.478940699005127,
+ 4.479023780822754,
+ 2.6361848222732545,
+ 2.3030937707901002,
+ 2.172142697906494,
+ 2.1629171989440916,
+ 2.1354505142211915,
+ 3.6189373970031737,
+ 1.9153299285888672,
+ 1.6933829580307007,
+ 1.5514454183578492,
+ 1.7198340145111084,
+ 2.304251728439331,
+ 2.3330616605758667,
+ 2.141467953872681,
+ 2.1230085525512696,
+ 1.957105325627327,
+ 1.2174413562774657,
+ 1.088514053273201,
+ 1.3677844764709473,
+ 1.470289986038208
+ ],
+ "term_loss": [
+ 1.7106032176971435,
+ 0.8254648140907288,
+ 0.7463485570907593,
+ 0.6676207568168641,
+ 0.5505435749053955,
+ 0.541679301738739,
+ 0.5368218964576721,
+ 0.4944875739812851,
+ 0.5313012260437012,
+ 0.688984687590599,
+ 0.824212459397316,
+ 0.7535633095741272,
+ 1.0329072504997254,
+ 1.0706197033405305,
+ 1.2603799612522126,
+ 1.077820935988426,
+ 1.1586309091567992,
+ 1.6123901631355286,
+ 1.6418114624261857,
+ 2.436177046394348,
+ 2.397401628804207,
+ 2.1149996490478515,
+ 2.31136040019989,
+ 2.1631346977233887,
+ 2.049055897331238,
+ 1.7832660831809044,
+ 2.158650917363167,
+ 2.1838888779640198,
+ 1.8579028195381164,
+ 1.675981715774536,
+ 2.8682561981201173,
+ 3.322650659561157,
+ 2.0634375164031984,
+ 1.6218495529174806,
+ 1.5564533473014832,
+ 2.2553051567077635,
+ 2.749121911621094,
+ 2.076441255569458,
+ 1.7535715727806092,
+ 1.2274940629959106,
+ 1.1482607242584228,
+ 1.3356118202209473,
+ 1.1993759344100952,
+ 1.2911961950302124,
+ 1.048892977809906,
+ 1.0074683206558228,
+ 1.0248507034778596,
+ 0.935506264257431,
+ 1.1044427654266358,
+ 1.1969995346069335,
+ 1.1418621253967285,
+ 1.3484027454376222,
+ 0.962894126367569,
+ 0.9484803367614746,
+ 0.9511542388916016,
+ 0.9807710059165955,
+ 0.9729905309677124,
+ 1.0154107706069946,
+ 0.8337604522705078,
+ 0.9689625096797944,
+ 1.7556117889404297,
+ 0.9268646779537201,
+ 0.828965087556839,
+ 0.6780174582958222,
+ 0.7625543830394745,
+ 0.6682373239994049,
+ 0.9152047227859497,
+ 0.7351679893016815,
+ 0.47258839864730834,
+ 0.5454990069389343,
+ 0.5863055065393448,
+ 0.40333252935409547,
+ 0.3903892815351486,
+ 0.3693857752799988,
+ 0.39749053382873534,
+ 0.3525045004069805,
+ 0.3847132333755493,
+ 0.3305401994973421,
+ 0.33507129402160646,
+ 0.35005189373493195
+ ],
+ "bridge_loss": [
+ 0.9669484859231743,
+ 0.05317885834872722,
+ 0.00808393329679966,
+ 0.008157965920865536,
+ 0.029252383983135222,
+ 0.03924694521427154,
+ 0.021582315093278886,
+ 0.014747861477732658,
+ 0.010850316934287549,
+ 0.01159995011985302,
+ 0.01137650200240314,
+ 0.008062006759643555,
+ 0.010978949210047722,
+ 0.010464786231517791,
+ 0.010793930877745151,
+ 0.014536779739707708,
+ 0.013218280214071274,
+ 0.01831962423026562,
+ 0.04002247373312712,
+ 0.12877036023139954,
+ 0.11417192211151123,
+ 0.17329340472221375,
+ 0.1982671790599823,
+ 0.1537047609090805,
+ 0.13700159553289412,
+ 0.14344184587001801,
+ 0.19639654465913772,
+ 0.18772757058143616,
+ 0.2604771111011505,
+ 0.16612488641738893,
+ 0.24183178367614747,
+ 0.29544510494470594,
+ 0.15411187861561776,
+ 0.14273896975517272,
+ 0.1461831522524357,
+ 0.2598205562591553,
+ 0.20287768486738206,
+ 0.17781711089611055,
+ 0.13225486822128296,
+ 0.1091677051782608,
+ 0.12344816446304321,
+ 0.15784135718345643,
+ 0.19993465332984925,
+ 0.2517854769706726,
+ 0.21548625774383545,
+ 0.303979873418808,
+ 0.24833559863567353,
+ 0.25959504103660586,
+ 0.3560759227275848,
+ 0.4449814043998718,
+ 0.6060321228027343,
+ 0.7924756161689759,
+ 0.5928340180397034,
+ 0.5072291620254517,
+ 0.7738087944030762,
+ 1.0943159332275392,
+ 1.5088457412719727,
+ 1.3652442758560182,
+ 1.0671269865989685,
+ 1.276467441558838,
+ 2.486809080886841,
+ 1.4710026905059814,
+ 1.2389037780284882,
+ 1.261445129776001,
+ 1.164626408290863,
+ 1.2384403867721558,
+ 2.4690226011276244,
+ 0.9487775525093078,
+ 0.9965210990428924,
+ 0.7810107170104981,
+ 0.9109019186019898,
+ 1.6800292533874512,
+ 1.7228944480895996,
+ 1.5527821187973023,
+ 1.5077555236816407,
+ 1.3873976001620292,
+ 0.6169261030197144,
+ 0.542320925283432,
+ 0.817931770324707,
+ 0.9054676934719086
+ ],
+ "tgrad_loss": [
+ 0.2792804120540619,
+ 0.19986500358581544,
+ 0.15461974563598632,
+ 0.13987688381671906,
+ 0.1323038545846939,
+ 0.13533442150354386,
+ 0.1294483060002327,
+ 0.12422343373596668,
+ 0.12572705571651457,
+ 0.1327739451289177,
+ 0.14344856899380684,
+ 0.12760521812438966,
+ 0.14701892898082733,
+ 0.1402751523733139,
+ 0.1479571692466736,
+ 0.13782665922790766,
+ 0.1374108523607254,
+ 0.15598817284107208,
+ 0.15717057017087938,
+ 0.17578555488586425,
+ 0.17189420654773713,
+ 0.17221092910766603,
+ 0.18781920006275177,
+ 0.1890446207523346,
+ 0.1951224928855896,
+ 0.1863553591489792,
+ 0.19204393486976623,
+ 0.19718966495990753,
+ 0.20832013266086577,
+ 0.20865144987106324,
+ 0.24155937967300414,
+ 0.2472884924173355,
+ 0.2086805598974228,
+ 0.2088688009262085,
+ 0.21472869415283202,
+ 0.25453484058380127,
+ 0.271868927192688,
+ 0.26194758088588715,
+ 0.24515422630310058,
+ 0.24477570347785949,
+ 0.24895398588180542,
+ 0.24869702105522157,
+ 0.23994735856056212,
+ 0.2398815236568451,
+ 0.2391888491630554,
+ 0.240882395029068,
+ 0.24067591972351074,
+ 0.2430731174468994,
+ 0.2429455770969391,
+ 0.25195528326034544,
+ 0.24943538155555725,
+ 0.2489046775341034,
+ 0.2426305419921875,
+ 0.24188849420547484,
+ 0.23486768898963928,
+ 0.23113440914154051,
+ 0.22814198708534242,
+ 0.22845054547786714,
+ 0.23096151385307312,
+ 0.23351073865890504,
+ 0.23660291147232054,
+ 0.23831744689941406,
+ 0.2352248964548111,
+ 0.23268011784553527,
+ 0.23573639130592347,
+ 0.22877280921936036,
+ 0.2347100558757782,
+ 0.23138438067436218,
+ 0.22427347674369813,
+ 0.22493569655418397,
+ 0.2226265817642212,
+ 0.22088994021415712,
+ 0.21977790536880493,
+ 0.21930006308555602,
+ 0.21776250076293946,
+ 0.21720322926640512,
+ 0.2158020221233368,
+ 0.21565292925834656,
+ 0.21478140382766725,
+ 0.2147704033613205
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ -0.022733785212039948,
+ -0.008966443128883839,
+ -0.020323125645518303,
+ -0.018136776983737946,
+ -0.01592089980840683,
+ -0.019174236804246902,
+ -0.014491843990981579,
+ -0.016727179288864136,
+ -0.008660020306706429,
+ -0.007111798040568829,
+ 0.0011803526431322098,
+ 0.019812453538179398
+ ],
+ "perturbation_rho": [
+ -0.05155084282159805,
+ 0.03821132332086563,
+ 0.07940525561571121,
+ 0.014752240851521492,
+ 0.016678672283887863,
+ 0.04385560005903244,
+ 0.03276895359158516,
+ -0.0006132312119007111,
+ -0.024450641125440598,
+ -0.029637619853019714,
+ 0.058109357953071594,
+ 0.06492529809474945
+ ],
+ "nudging": {
+ "0.001": [
+ 0.0007101683877408504,
+ 2.878123996197246e-05,
+ 3.59775876859203e-05,
+ 4.22842385887634e-05,
+ 5.514687654795125e-05,
+ 6.889239011798054e-05,
+ 4.4554166379384696e-05,
+ 5.3767391364090145e-05,
+ 2.042827327386476e-05,
+ 1.283050369238481e-05,
+ -4.334753975854255e-05,
+ -0.00014430817100219429
+ ],
+ "0.003": [
+ 0.002175786066800356,
+ 8.923052519094199e-05,
+ 0.00010926096001639962,
+ 0.00012868153862655163,
+ 0.00016585344565100968,
+ 0.00020889895677100867,
+ 0.00013566638517659158,
+ 0.00016381990280933678,
+ 6.132574344519526e-05,
+ 4.1310246160719544e-05,
+ -0.0001288450148422271,
+ -0.00043151958379894495
+ ],
+ "0.01": [
+ 0.00777015183120966,
+ 0.00029987754533067346,
+ 0.00037500812322832644,
+ 0.00043640032527036965,
+ 0.0005594875547103584,
+ 0.0007026067469269037,
+ 0.00045700964983552694,
+ 0.000550219090655446,
+ 0.00020889028382953256,
+ 0.00013992507592774928,
+ -0.0004261335707269609,
+ -0.0014356517931446433
+ ]
+ }
+ }
+ }
+} \ No newline at end of file