summaryrefslogtreecommitdiff
path: root/results/synth_ladder_v2_hi/synth_a0.5_L12_s456.json
diff options
context:
space:
mode:
Diffstat (limited to 'results/synth_ladder_v2_hi/synth_a0.5_L12_s456.json')
-rw-r--r--results/synth_ladder_v2_hi/synth_a0.5_L12_s456.json1722
1 files changed, 1722 insertions, 0 deletions
diff --git a/results/synth_ladder_v2_hi/synth_a0.5_L12_s456.json b/results/synth_ladder_v2_hi/synth_a0.5_L12_s456.json
new file mode 100644
index 0000000..2eac31c
--- /dev/null
+++ b/results/synth_ladder_v2_hi/synth_a0.5_L12_s456.json
@@ -0,0 +1,1722 @@
+{
+ "bp": {
+ "log": {
+ "train_loss": [
+ 1.0399647656440736,
+ 0.5801911403656006,
+ 0.44912500467300415,
+ 0.4777579921722412,
+ 0.39411258869171145,
+ 0.3850814968109131,
+ 0.366568944978714,
+ 0.3459391833782196,
+ 0.3640839920282364,
+ 0.2808071050643921,
+ 0.27807387437820436,
+ 0.28600655393600466,
+ 0.28525742359161377,
+ 0.41426767587661745,
+ 0.32584802840948107,
+ 0.2218840173482895,
+ 0.23068335400819778,
+ 0.20809108746051788,
+ 0.22863631756305694,
+ 0.20474828234910966,
+ 0.1990956850528717,
+ 0.2024397686958313,
+ 0.2252926200389862,
+ 0.18378393414020538,
+ 0.18460674629211427,
+ 0.20635630996227264,
+ 0.1624528563261032,
+ 0.14138628933429717,
+ 0.15325817773342132,
+ 0.1448709319114685,
+ 0.20757121787071228,
+ 0.14481499516963958,
+ 0.11939099235534668,
+ 0.11831074991226197,
+ 0.10753689811229705,
+ 0.14279772633314133,
+ 0.10776034088134766,
+ 0.1341373483777046,
+ 0.09477192969322204,
+ 0.10186409213542938,
+ 0.11290034632086754,
+ 0.07553712728023529,
+ 0.07299047479629517,
+ 0.07112597908973693,
+ 0.07655592976808548,
+ 0.06261439298391343,
+ 0.06049537926912308,
+ 0.04479087981581688,
+ 0.038241669833660126,
+ 0.03606927845478058,
+ 0.04739076436012983,
+ 0.03390505993962288,
+ 0.03161321499347687,
+ 0.030190881507098675,
+ 0.026108801245689393,
+ 0.032475268816947934,
+ 0.026346699427068233,
+ 0.022964472925662994,
+ 0.02266303038597107,
+ 0.021826831635832787,
+ 0.020797414591908456,
+ 0.02012179616689682,
+ 0.02016616339087486,
+ 0.019080601900815963,
+ 0.0190194882273674,
+ 0.019803267088532448,
+ 0.018120336823165415,
+ 0.01736899336576462,
+ 0.017093995988368988,
+ 0.017035954880714417,
+ 0.016762651598453523,
+ 0.016471507793664932,
+ 0.016212560105323792,
+ 0.016106035402417184,
+ 0.01601193640232086,
+ 0.015896790677309036,
+ 0.015815340642631053,
+ 0.015758654138445856,
+ 0.015722464257478714,
+ 0.01570532155185938
+ ],
+ "train_acc": [
+ 0.6193,
+ 0.7754,
+ 0.8227,
+ 0.8164,
+ 0.8453,
+ 0.8489,
+ 0.8571,
+ 0.8603,
+ 0.8547,
+ 0.8868,
+ 0.8888,
+ 0.8858,
+ 0.8865,
+ 0.8483,
+ 0.8728,
+ 0.9135,
+ 0.9089,
+ 0.9205,
+ 0.9081,
+ 0.9167,
+ 0.9215,
+ 0.9221,
+ 0.9121,
+ 0.9259,
+ 0.927,
+ 0.9208,
+ 0.9376,
+ 0.9462,
+ 0.9427,
+ 0.9467,
+ 0.9245,
+ 0.9457,
+ 0.9547,
+ 0.9557,
+ 0.9617,
+ 0.9532,
+ 0.9629,
+ 0.9514,
+ 0.9685,
+ 0.9634,
+ 0.9591,
+ 0.9769,
+ 0.9773,
+ 0.9791,
+ 0.9767,
+ 0.9812,
+ 0.9834,
+ 0.9908,
+ 0.9944,
+ 0.9957,
+ 0.9885,
+ 0.9968,
+ 0.9973,
+ 0.9967,
+ 0.9987,
+ 0.9955,
+ 0.998,
+ 0.9994,
+ 0.9993,
+ 0.9994,
+ 0.9995,
+ 0.9993,
+ 0.9994,
+ 0.9999,
+ 0.9998,
+ 0.9993,
+ 0.9997,
+ 0.9999,
+ 0.9999,
+ 0.9998,
+ 0.9999,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0,
+ 1.0
+ ],
+ "test_acc": [
+ 0.767,
+ 0.7795,
+ 0.807,
+ 0.8175,
+ 0.8155,
+ 0.828,
+ 0.8305,
+ 0.8315,
+ 0.817,
+ 0.848,
+ 0.843,
+ 0.843,
+ 0.842,
+ 0.82,
+ 0.8395,
+ 0.8475,
+ 0.85,
+ 0.8465,
+ 0.8455,
+ 0.8455,
+ 0.846,
+ 0.847,
+ 0.844,
+ 0.846,
+ 0.854,
+ 0.845,
+ 0.8535,
+ 0.857,
+ 0.8495,
+ 0.8515,
+ 0.85,
+ 0.857,
+ 0.862,
+ 0.8465,
+ 0.8665,
+ 0.848,
+ 0.861,
+ 0.8595,
+ 0.857,
+ 0.856,
+ 0.856,
+ 0.8595,
+ 0.861,
+ 0.8585,
+ 0.864,
+ 0.8635,
+ 0.8625,
+ 0.864,
+ 0.8675,
+ 0.869,
+ 0.871,
+ 0.8665,
+ 0.8685,
+ 0.8675,
+ 0.868,
+ 0.861,
+ 0.868,
+ 0.868,
+ 0.863,
+ 0.8705,
+ 0.8705,
+ 0.8655,
+ 0.868,
+ 0.8685,
+ 0.868,
+ 0.87,
+ 0.869,
+ 0.869,
+ 0.87,
+ 0.8685,
+ 0.868,
+ 0.869,
+ 0.869,
+ 0.869,
+ 0.869,
+ 0.869,
+ 0.8685,
+ 0.8685,
+ 0.869,
+ 0.869
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.802544355392456,
+ 0.7848162055015564,
+ 0.7700465321540833,
+ 0.7570744752883911,
+ 0.7440193891525269,
+ 0.733696699142456,
+ 0.7256457805633545,
+ 0.7199540734291077,
+ 0.7157886028289795,
+ 0.7124584913253784,
+ 0.7102035284042358,
+ 0.7086857557296753
+ ],
+ "perturbation_rho": [
+ 0.9999985694885254,
+ 0.9999974966049194,
+ 0.9999951720237732,
+ 0.9999867677688599,
+ 0.9999691843986511,
+ 0.9999383687973022,
+ 0.9999032020568848,
+ 0.9998719692230225,
+ 0.9998380541801453,
+ 0.9998047351837158,
+ 0.9996931552886963,
+ 0.9996466040611267
+ ],
+ "nudging": {
+ "0.001": [
+ -0.03132425993680954,
+ -0.019242331385612488,
+ -0.011778481304645538,
+ -0.007423160132020712,
+ -0.0049812826327979565,
+ -0.0036035804077982903,
+ -0.002788721350952983,
+ -0.002277323277667165,
+ -0.001938710454851389,
+ -0.001707348506897688,
+ -0.0015431708889082074,
+ -0.0014260823372751474
+ ],
+ "0.003": [
+ -0.0852988138794899,
+ -0.05447565019130707,
+ -0.03411520645022392,
+ -0.02178676798939705,
+ -0.01472880132496357,
+ -0.010699238628149033,
+ -0.008299889042973518,
+ -0.006788033060729504,
+ -0.005784356966614723,
+ -0.005097454413771629,
+ -0.004609576426446438,
+ -0.004260959103703499
+ ],
+ "0.01": [
+ -0.20057430863380432,
+ -0.1480334997177124,
+ -0.10051561146974564,
+ -0.0672251284122467,
+ -0.04664912819862366,
+ -0.03438428044319153,
+ -0.026901239529252052,
+ -0.02211749367415905,
+ -0.018912356346845627,
+ -0.01670587807893753,
+ -0.015132123604416847,
+ -0.01400449313223362
+ ]
+ }
+ }
+ },
+ "dfa": {
+ "log": {
+ "train_loss": [
+ 2.149601824569702,
+ 1.1820548335075378,
+ 0.8234183177947998,
+ 0.7200943376541138,
+ 0.6561116080284118,
+ 0.620822652053833,
+ 0.5853398329257965,
+ 0.5778777595520019,
+ 0.7235412719726563,
+ 0.6490978884458541,
+ 0.6030288267135621,
+ 0.6537958155632019,
+ 0.612600318145752,
+ 0.7587651762008667,
+ 0.6095341785430908,
+ 0.607348887681961,
+ 0.6443412380218506,
+ 0.7816055872917175,
+ 0.6487067770004272,
+ 0.5616429460525513,
+ 0.7008121586799622,
+ 0.9083496631622314,
+ 0.7033928192138672,
+ 0.8647868811607361,
+ 0.7038018920898438,
+ 0.8607533900737763,
+ 1.1982451632499695,
+ 0.716190754699707,
+ 0.796311668586731,
+ 0.7249050006866455,
+ 1.0628387544631959,
+ 0.9199559782981872,
+ 0.6391925012588501,
+ 0.7518097076416016,
+ 0.9904849645614624,
+ 0.8506406380176544,
+ 0.6844657245635987,
+ 0.7756393531799316,
+ 0.6564820529937744,
+ 0.6705869068145752,
+ 0.8701811204910278,
+ 0.6173303858757019,
+ 0.6615938651561737,
+ 0.7780586873054505,
+ 0.7907266628265381,
+ 0.7058374786376953,
+ 0.73820833568573,
+ 0.6771799244880676,
+ 0.6215859540939331,
+ 0.6903766424179077,
+ 0.5457969979286194,
+ 0.5275934984207153,
+ 0.5418724191665649,
+ 0.6481596652507782,
+ 0.5005363792419434,
+ 0.5815837169647217,
+ 0.6330155878543854,
+ 0.47478886585235597,
+ 0.6646243638038635,
+ 0.50522829580307,
+ 0.4747637662887573,
+ 0.5031630943536758,
+ 0.4689687178134918,
+ 0.45459979906082154,
+ 0.4733929946899414,
+ 0.4546206594467163,
+ 0.4687062328338623,
+ 0.44810478954315186,
+ 0.46362107830047605,
+ 0.45515496921539306,
+ 0.4470784990310669,
+ 0.44082560133934023,
+ 0.436901840877533,
+ 0.4296060552597046,
+ 0.42962351865768433,
+ 0.427029859828949,
+ 0.42571502952575685,
+ 0.42384919719696046,
+ 0.4223989706993103,
+ 0.42166884746551514
+ ],
+ "train_acc": [
+ 0.2223,
+ 0.5787,
+ 0.6929,
+ 0.7332,
+ 0.7588,
+ 0.7712,
+ 0.7889,
+ 0.785,
+ 0.7456,
+ 0.767,
+ 0.7725,
+ 0.7687,
+ 0.7774,
+ 0.736,
+ 0.78,
+ 0.7792,
+ 0.7658,
+ 0.7313,
+ 0.765,
+ 0.7913,
+ 0.7498,
+ 0.7208,
+ 0.7511,
+ 0.7212,
+ 0.7568,
+ 0.7148,
+ 0.6906,
+ 0.7532,
+ 0.7328,
+ 0.7448,
+ 0.6827,
+ 0.6978,
+ 0.7627,
+ 0.7378,
+ 0.7077,
+ 0.7215,
+ 0.7553,
+ 0.7385,
+ 0.7615,
+ 0.765,
+ 0.7164,
+ 0.7733,
+ 0.7629,
+ 0.7301,
+ 0.7281,
+ 0.7514,
+ 0.7471,
+ 0.7564,
+ 0.7725,
+ 0.7726,
+ 0.7939,
+ 0.8034,
+ 0.7971,
+ 0.7687,
+ 0.809,
+ 0.7824,
+ 0.774,
+ 0.818,
+ 0.7646,
+ 0.8096,
+ 0.8157,
+ 0.8114,
+ 0.8225,
+ 0.8258,
+ 0.8217,
+ 0.8254,
+ 0.819,
+ 0.8251,
+ 0.8233,
+ 0.8234,
+ 0.8285,
+ 0.8311,
+ 0.8341,
+ 0.8354,
+ 0.8332,
+ 0.8357,
+ 0.8338,
+ 0.8378,
+ 0.8381,
+ 0.8381
+ ],
+ "test_acc": [
+ 0.4755,
+ 0.659,
+ 0.6965,
+ 0.696,
+ 0.691,
+ 0.7085,
+ 0.7325,
+ 0.632,
+ 0.7105,
+ 0.702,
+ 0.6305,
+ 0.694,
+ 0.6055,
+ 0.7155,
+ 0.733,
+ 0.659,
+ 0.6925,
+ 0.705,
+ 0.685,
+ 0.7295,
+ 0.4795,
+ 0.653,
+ 0.6625,
+ 0.6745,
+ 0.6525,
+ 0.5535,
+ 0.6245,
+ 0.6075,
+ 0.667,
+ 0.5685,
+ 0.548,
+ 0.727,
+ 0.67,
+ 0.543,
+ 0.574,
+ 0.679,
+ 0.6475,
+ 0.674,
+ 0.545,
+ 0.5625,
+ 0.6385,
+ 0.5985,
+ 0.5905,
+ 0.6415,
+ 0.6215,
+ 0.545,
+ 0.6555,
+ 0.6855,
+ 0.6105,
+ 0.699,
+ 0.7005,
+ 0.6905,
+ 0.68,
+ 0.755,
+ 0.6995,
+ 0.6885,
+ 0.765,
+ 0.674,
+ 0.763,
+ 0.7675,
+ 0.729,
+ 0.7535,
+ 0.7645,
+ 0.7775,
+ 0.7695,
+ 0.7725,
+ 0.7805,
+ 0.7835,
+ 0.7825,
+ 0.794,
+ 0.7905,
+ 0.797,
+ 0.795,
+ 0.7925,
+ 0.7995,
+ 0.7975,
+ 0.801,
+ 0.7995,
+ 0.802,
+ 0.8
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.04262668639421463,
+ 0.2711353898048401,
+ 0.1898173838853836,
+ 0.1387583613395691,
+ 0.09531620889902115,
+ 0.1376194804906845,
+ 0.07653278112411499,
+ 0.08707999438047409,
+ 0.09030534327030182,
+ 0.10221391171216965,
+ 0.06503984332084656,
+ 0.09489849209785461
+ ],
+ "perturbation_rho": [
+ 0.0572824701666832,
+ 0.20349135994911194,
+ 0.20036441087722778,
+ 0.17148703336715698,
+ 0.0623050183057785,
+ 0.14095279574394226,
+ 0.05262026563286781,
+ 0.12087561190128326,
+ 0.10731191188097,
+ 0.061124786734580994,
+ 0.07995927333831787,
+ 0.10992658138275146
+ ],
+ "nudging": {
+ "0.001": [
+ -0.0009717136854305863,
+ -0.0008302950882352889,
+ -0.0005646379431709647,
+ -0.00043579499470070004,
+ -0.0003014454268850386,
+ -0.00036783237010240555,
+ -0.00023612093355040997,
+ -0.0002637406578287482,
+ -0.00028259685495868325,
+ -0.00030849844915792346,
+ -0.0002243968192487955,
+ -0.0002889384631998837
+ ],
+ "0.003": [
+ -0.002888135612010956,
+ -0.0024814684875309467,
+ -0.0016913014696910977,
+ -0.0013047860702499747,
+ -0.0009024770115502179,
+ -0.001099176937714219,
+ -0.0007079166825860739,
+ -0.000786340911872685,
+ -0.0008432960603386164,
+ -0.0009207193506881595,
+ -0.0006701031234115362,
+ -0.0008658755104988813
+ ],
+ "0.01": [
+ -0.009360449388623238,
+ -0.00823313370347023,
+ -0.005617598537355661,
+ -0.004333253484219313,
+ -0.0029935596976429224,
+ -0.0036506117321550846,
+ -0.002341690007597208,
+ -0.002613792195916176,
+ -0.0027945097535848618,
+ -0.003059752518311143,
+ -0.002222315641120076,
+ -0.002874229568988085
+ ]
+ }
+ }
+ },
+ "state_bridge": {
+ "log": {
+ "train_loss": [
+ 1.805193168258667,
+ 1.141331272315979,
+ 0.9508048683166503,
+ 0.9720903642654419,
+ 1.0046518413543701,
+ 0.9624762474060059,
+ 0.9729494636535645,
+ 1.0329874326705932,
+ 1.0622312829971314,
+ 1.0902450609207153,
+ 1.0945431290626526,
+ 1.069749507522583,
+ 1.1206140889167786,
+ 1.1198603658676147,
+ 1.1902899974822998,
+ 1.129691632080078,
+ 1.1558469427108764,
+ 1.1596178537368775,
+ 1.1152971502304077,
+ 1.064276761817932,
+ 1.0659262399673461,
+ 1.003252516078949,
+ 1.006612749671936,
+ 0.995271017742157,
+ 1.0372564929962158,
+ 1.038958420085907,
+ 0.9995165836334229,
+ 1.0195529424667358,
+ 1.0122160236358642,
+ 1.0052064245224,
+ 0.9874209686279297,
+ 0.9727250333786011,
+ 0.9502078426361084,
+ 0.9627310655593873,
+ 0.9769992012023926,
+ 0.957837372303009,
+ 0.9192021017074585,
+ 0.9082319145202636,
+ 0.8588509743690491,
+ 0.8644218370437622,
+ 0.9094936531066895,
+ 0.8525595251083374,
+ 0.8475208776473999,
+ 0.8696963483810425,
+ 0.8863502472877502,
+ 0.8889586301803589,
+ 0.87190883436203,
+ 0.881449456501007,
+ 0.8687530401229858,
+ 0.8472485889434814,
+ 0.8228015476226807,
+ 0.8475295688629151,
+ 0.80593205909729,
+ 0.826126581954956,
+ 0.803306018447876,
+ 0.7851613706588745,
+ 0.789908846282959,
+ 0.8011346731185913,
+ 0.7741047975540161,
+ 0.7727820636749267,
+ 0.7508127551078796,
+ 0.7668908029556274,
+ 0.7510881311416626,
+ 0.749227946472168,
+ 0.7397995502471924,
+ 0.7420588563919067,
+ 0.7414700748443603,
+ 0.7316560808181762,
+ 0.7311081711769104,
+ 0.7289228174209594,
+ 0.718748868560791,
+ 0.719284348487854,
+ 0.7172070171356201,
+ 0.715237936592102,
+ 0.7131600219726563,
+ 0.7131189462661743,
+ 0.7111798879623413,
+ 0.7104117455482483,
+ 0.7099139176368713,
+ 0.7095409453392029
+ ],
+ "train_acc": [
+ 0.3709,
+ 0.5803,
+ 0.6538,
+ 0.6647,
+ 0.6778,
+ 0.6794,
+ 0.6696,
+ 0.6516,
+ 0.6416,
+ 0.6217,
+ 0.6176,
+ 0.6296,
+ 0.6117,
+ 0.6034,
+ 0.5943,
+ 0.6069,
+ 0.6078,
+ 0.6125,
+ 0.6227,
+ 0.6395,
+ 0.6313,
+ 0.6501,
+ 0.6486,
+ 0.6505,
+ 0.6382,
+ 0.6416,
+ 0.6519,
+ 0.6507,
+ 0.6519,
+ 0.6583,
+ 0.664,
+ 0.6627,
+ 0.674,
+ 0.6597,
+ 0.6604,
+ 0.6646,
+ 0.6778,
+ 0.68,
+ 0.6945,
+ 0.6937,
+ 0.688,
+ 0.6978,
+ 0.7007,
+ 0.6932,
+ 0.6887,
+ 0.6921,
+ 0.692,
+ 0.6911,
+ 0.6934,
+ 0.7005,
+ 0.708,
+ 0.6977,
+ 0.7073,
+ 0.6989,
+ 0.7051,
+ 0.7132,
+ 0.7119,
+ 0.7087,
+ 0.7146,
+ 0.7158,
+ 0.7208,
+ 0.7171,
+ 0.718,
+ 0.7186,
+ 0.7237,
+ 0.7212,
+ 0.7217,
+ 0.7247,
+ 0.7269,
+ 0.7235,
+ 0.7261,
+ 0.7261,
+ 0.7309,
+ 0.7315,
+ 0.7304,
+ 0.7293,
+ 0.7312,
+ 0.7309,
+ 0.7309,
+ 0.7318
+ ],
+ "test_acc": [
+ 0.557,
+ 0.6055,
+ 0.6535,
+ 0.6415,
+ 0.664,
+ 0.6595,
+ 0.6375,
+ 0.6035,
+ 0.5975,
+ 0.595,
+ 0.601,
+ 0.5835,
+ 0.5835,
+ 0.5645,
+ 0.584,
+ 0.5695,
+ 0.5745,
+ 0.609,
+ 0.574,
+ 0.598,
+ 0.626,
+ 0.63,
+ 0.6245,
+ 0.621,
+ 0.6155,
+ 0.6145,
+ 0.634,
+ 0.633,
+ 0.6315,
+ 0.628,
+ 0.6495,
+ 0.6495,
+ 0.643,
+ 0.645,
+ 0.6315,
+ 0.658,
+ 0.6415,
+ 0.66,
+ 0.673,
+ 0.626,
+ 0.658,
+ 0.6685,
+ 0.6695,
+ 0.6535,
+ 0.6545,
+ 0.6515,
+ 0.652,
+ 0.665,
+ 0.67,
+ 0.673,
+ 0.634,
+ 0.676,
+ 0.6375,
+ 0.659,
+ 0.6855,
+ 0.672,
+ 0.6405,
+ 0.674,
+ 0.671,
+ 0.682,
+ 0.679,
+ 0.6815,
+ 0.678,
+ 0.682,
+ 0.7015,
+ 0.695,
+ 0.6895,
+ 0.6945,
+ 0.6905,
+ 0.701,
+ 0.6995,
+ 0.6985,
+ 0.697,
+ 0.7025,
+ 0.7035,
+ 0.701,
+ 0.701,
+ 0.703,
+ 0.701,
+ 0.702
+ ],
+ "state_pred_error": [
+ 0.6440004120349884,
+ 0.22280715556144715,
+ 0.19949485445022583,
+ 0.20333513226509095,
+ 0.1995665676832199,
+ 0.17360950779914855,
+ 0.1714025309562683,
+ 0.17567809512615204,
+ 0.1685861314535141,
+ 0.16071651792526245,
+ 0.1619973666191101,
+ 0.15727631628513336,
+ 0.14492446608543397,
+ 0.12553655084371568,
+ 0.1107056671500206,
+ 0.11173754686117172,
+ 0.09973258945941925,
+ 0.08481347136497498,
+ 0.07910840909481048,
+ 0.07374589838981628,
+ 0.061310838890075686,
+ 0.06086507865786552,
+ 0.06732999970912934,
+ 0.07213088345527649,
+ 0.0809302486538887,
+ 0.08693374264240265,
+ 0.07419926369190216,
+ 0.06476001297235488,
+ 0.059982232785224916,
+ 0.05517140857577324,
+ 0.054124026930332185,
+ 0.05320052717924118,
+ 0.052594351238012316,
+ 0.05146298713684082,
+ 0.051765013629198074,
+ 0.05068567814826965,
+ 0.04570020427107811,
+ 0.04117140547633171,
+ 0.03618445234298706,
+ 0.03204310758709907,
+ 0.030476485627889634,
+ 0.030838667666912078,
+ 0.03160947210788727,
+ 0.033142930656671524,
+ 0.03333787830770016,
+ 0.032523459002375604,
+ 0.0311232088804245,
+ 0.02853037500679493,
+ 0.02451359252333641,
+ 0.02123837867975235,
+ 0.018589539101719857,
+ 0.016551195853948594,
+ 0.015129762995243072,
+ 0.013792664562165737,
+ 0.012773465797305107,
+ 0.011814959405362606,
+ 0.011233214758336545,
+ 0.010517877446115017,
+ 0.009914308138936758,
+ 0.009384106412529946,
+ 0.008977115654200316,
+ 0.00859420112669468,
+ 0.008317897130548955,
+ 0.008036257766187192,
+ 0.0078045787990093235,
+ 0.007604624762386084,
+ 0.007382925689220428,
+ 0.007202555446326733,
+ 0.007032391829788685,
+ 0.006897161689400673,
+ 0.006739879739284515,
+ 0.00660956681072712,
+ 0.0065333484672009945,
+ 0.006379267732799053,
+ 0.006277855364978314,
+ 0.00618511489033699,
+ 0.006059934399276972,
+ 0.0059683645233511926,
+ 0.005828300928324461,
+ 0.0057282065466046335
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ 0.7615377902984619,
+ 0.3628881573677063,
+ 0.1397334486246109,
+ 0.13061293959617615,
+ 0.11024273186922073,
+ 0.09393852204084396,
+ 0.10003305226564407,
+ 0.10794281214475632,
+ 0.10362739115953445,
+ 0.10100233554840088,
+ 0.1030983105301857,
+ 0.12448301911354065
+ ],
+ "perturbation_rho": [
+ 0.7019654512405396,
+ 0.3051794767379761,
+ 0.12004730850458145,
+ 0.11974964290857315,
+ 0.1315283179283142,
+ 0.11543487757444382,
+ 0.08415813744068146,
+ 0.14185138046741486,
+ 0.12905646860599518,
+ 0.0691840872168541,
+ 0.12997986376285553,
+ 0.09520171582698822
+ ],
+ "nudging": {
+ "0.001": [
+ -0.020074496045708656,
+ -0.0011415289482101798,
+ -0.0003986226802226156,
+ -0.00038571454933844507,
+ -0.0003159685875289142,
+ -0.000282247900031507,
+ -0.0002976277028210461,
+ -0.0003108965465798974,
+ -0.00029459979850798845,
+ -0.0002931723720394075,
+ -0.00029093120247125626,
+ -0.00034520530607551336
+ ],
+ "0.003": [
+ -0.05917724594473839,
+ -0.0034206160344183445,
+ -0.0011960607953369617,
+ -0.0011569153284654021,
+ -0.0009477420244365931,
+ -0.0008460878161713481,
+ -0.0008919922402128577,
+ -0.0009325277060270309,
+ -0.0008838848443701863,
+ -0.0008802718948572874,
+ -0.0008727886597625911,
+ -0.0010357015999034047
+ ],
+ "0.01": [
+ -0.1852446049451828,
+ -0.011355580762028694,
+ -0.003981029614806175,
+ -0.0038526845164597034,
+ -0.0031567115802317858,
+ -0.0028176922351121902,
+ -0.0029711187817156315,
+ -0.0031051787082105875,
+ -0.0029434349853545427,
+ -0.002931142458692193,
+ -0.002905802335590124,
+ -0.0034490139223635197
+ ]
+ },
+ "state_pred_error_per_layer": [
+ 8110.80078125,
+ 4497.13623046875,
+ 2448.651123046875,
+ 2213.206298828125,
+ 2038.592041015625,
+ 2361.478515625,
+ 2122.5341796875,
+ 2178.11474609375,
+ 2310.2265625,
+ 2081.50390625,
+ 2114.170654296875,
+ 2407.947998046875
+ ]
+ }
+ },
+ "credit_bridge": {
+ "log": {
+ "train_loss": [
+ 2.148776465988159,
+ 1.1814707509994506,
+ 0.8142018517971039,
+ 0.7088346358299256,
+ 0.6350752319335937,
+ 0.6011627590179444,
+ 0.5896312768936157,
+ 0.6038155675411224,
+ 0.6367639873504639,
+ 0.611630228805542,
+ 0.6156754608631134,
+ 0.5475868948936462,
+ 0.7217369768142701,
+ 0.6653201589584351,
+ 0.6549628901481629,
+ 0.5913608861923217,
+ 0.6288921371459961,
+ 0.6264215920448303,
+ 0.6552036820411682,
+ 0.7734859038352966,
+ 0.620717143535614,
+ 0.6559980722427368,
+ 0.7568615766525268,
+ 0.7035983097076416,
+ 0.7369053153991699,
+ 0.7277791313171387,
+ 0.7967849886417389,
+ 0.9040812728881836,
+ 1.0086228225708007,
+ 0.8652441547393799,
+ 0.8433989980697632,
+ 1.068234407043457,
+ 1.4739661707878113,
+ 1.8162412731170654,
+ 1.680437289237976,
+ 1.391745728302002,
+ 1.656255067062378,
+ 1.4110714862823486,
+ 1.1851400486946106,
+ 1.0099994808197021,
+ 1.028020666885376,
+ 1.008147621154785,
+ 1.0491145919799805,
+ 1.1494903202056885,
+ 1.1833931898117065,
+ 1.189606708717346,
+ 1.184402177619934,
+ 1.1652568649291992,
+ 1.1241227840423584,
+ 1.0456886117458344,
+ 1.0670725841522217,
+ 1.0937847711563111,
+ 1.0900941519737244,
+ 1.091909122467041,
+ 1.0541937410354614,
+ 1.0984298721313477,
+ 1.0692434198379517,
+ 1.0763300409317016,
+ 1.0832363823890685,
+ 1.0875951803207398,
+ 1.1035369068145753,
+ 1.1004417110443114,
+ 1.0955762950897217,
+ 1.1328410696029663,
+ 1.121702961540222,
+ 1.0941922254562377,
+ 1.105709262084961,
+ 1.0955168069839478,
+ 1.0915766580581665,
+ 1.0790838848114013,
+ 1.0844950397491455,
+ 1.073964795780182,
+ 1.0757515462875367,
+ 1.0671116413116455,
+ 1.0617354885101318,
+ 1.0602436627388,
+ 1.0596875606536866,
+ 1.0585092328071595,
+ 1.0569489337921143,
+ 1.0562909119606019
+ ],
+ "train_acc": [
+ 0.2285,
+ 0.5769,
+ 0.6984,
+ 0.7352,
+ 0.7623,
+ 0.7801,
+ 0.7797,
+ 0.7776,
+ 0.7734,
+ 0.7791,
+ 0.7788,
+ 0.7976,
+ 0.744,
+ 0.7694,
+ 0.7669,
+ 0.7867,
+ 0.7689,
+ 0.773,
+ 0.7709,
+ 0.7432,
+ 0.7765,
+ 0.7624,
+ 0.7403,
+ 0.7537,
+ 0.741,
+ 0.751,
+ 0.7441,
+ 0.7342,
+ 0.7249,
+ 0.7502,
+ 0.7602,
+ 0.7391,
+ 0.7015,
+ 0.6897,
+ 0.6865,
+ 0.7091,
+ 0.6805,
+ 0.686,
+ 0.6956,
+ 0.7113,
+ 0.7053,
+ 0.7082,
+ 0.6983,
+ 0.6802,
+ 0.6718,
+ 0.6675,
+ 0.6669,
+ 0.6705,
+ 0.6697,
+ 0.6817,
+ 0.6679,
+ 0.6617,
+ 0.6593,
+ 0.6606,
+ 0.6628,
+ 0.654,
+ 0.6602,
+ 0.6538,
+ 0.6552,
+ 0.6518,
+ 0.6501,
+ 0.6485,
+ 0.6555,
+ 0.642,
+ 0.6462,
+ 0.652,
+ 0.653,
+ 0.6516,
+ 0.6506,
+ 0.6531,
+ 0.6546,
+ 0.6555,
+ 0.6554,
+ 0.6555,
+ 0.6585,
+ 0.6578,
+ 0.6573,
+ 0.6583,
+ 0.6578,
+ 0.6575
+ ],
+ "test_acc": [
+ 0.4705,
+ 0.6455,
+ 0.697,
+ 0.7195,
+ 0.7395,
+ 0.7235,
+ 0.721,
+ 0.654,
+ 0.7045,
+ 0.733,
+ 0.733,
+ 0.7205,
+ 0.6075,
+ 0.6015,
+ 0.667,
+ 0.695,
+ 0.692,
+ 0.717,
+ 0.65,
+ 0.7155,
+ 0.721,
+ 0.7095,
+ 0.6685,
+ 0.6755,
+ 0.6915,
+ 0.65,
+ 0.6675,
+ 0.694,
+ 0.6315,
+ 0.704,
+ 0.6575,
+ 0.655,
+ 0.6615,
+ 0.6415,
+ 0.656,
+ 0.6295,
+ 0.597,
+ 0.619,
+ 0.652,
+ 0.629,
+ 0.6645,
+ 0.677,
+ 0.6305,
+ 0.594,
+ 0.6205,
+ 0.6565,
+ 0.614,
+ 0.578,
+ 0.6325,
+ 0.6345,
+ 0.617,
+ 0.604,
+ 0.6015,
+ 0.5935,
+ 0.595,
+ 0.5985,
+ 0.612,
+ 0.614,
+ 0.612,
+ 0.624,
+ 0.623,
+ 0.619,
+ 0.607,
+ 0.6145,
+ 0.6235,
+ 0.6355,
+ 0.624,
+ 0.625,
+ 0.6245,
+ 0.621,
+ 0.6325,
+ 0.6165,
+ 0.6335,
+ 0.6355,
+ 0.633,
+ 0.6335,
+ 0.636,
+ 0.635,
+ 0.637,
+ 0.6375
+ ],
+ "value_loss": [
+ 2.8110924012184144,
+ 1.0558870765686035,
+ 0.8168890055179596,
+ 0.7087526061058045,
+ 0.6747339898109436,
+ 0.7047410857200622,
+ 0.6946773962974548,
+ 0.7863340533733368,
+ 0.9412341720581054,
+ 0.831102158164978,
+ 0.8582201668739319,
+ 0.662950705909729,
+ 1.1160548944473268,
+ 0.9702559132099151,
+ 0.9050511346578598,
+ 0.7823492926597595,
+ 0.7541343150138855,
+ 0.7990150864124298,
+ 1.004567841720581,
+ 1.4750306210517883,
+ 0.9225585294723511,
+ 0.9900291267395019,
+ 1.4712504830360413,
+ 1.0571229331970216,
+ 1.0176424533843995,
+ 1.2388241514205933,
+ 1.5617137315750123,
+ 2.2647137912750246,
+ 2.398833445739746,
+ 2.148024677848816,
+ 2.2395449771881104,
+ 3.704381360244751,
+ 6.6345307513237,
+ 8.889485812377929,
+ 7.216513509845734,
+ 4.78957142868042,
+ 5.98610913848877,
+ 4.262736887645722,
+ 2.9974183382034303,
+ 2.16633946557045,
+ 2.0203945972442625,
+ 2.078467296600342,
+ 2.2245993151664734,
+ 2.3508366590499876,
+ 1.990233847808838,
+ 2.1123542598724363,
+ 1.7581531209945678,
+ 1.6216532674789428,
+ 1.6240478748321534,
+ 1.1111126909255982,
+ 1.1907436922073364,
+ 1.2514173234939576,
+ 1.0694399843215943,
+ 1.0288991886138916,
+ 0.924325085067749,
+ 0.9715163703918457,
+ 1.034997721195221,
+ 1.0296417493820191,
+ 0.9379981343746185,
+ 0.929289114189148,
+ 0.9188536177635193,
+ 0.8787575536727905,
+ 0.8616826787948608,
+ 0.9979259113311768,
+ 0.9289968961715698,
+ 0.8151037572860718,
+ 0.8430522988319397,
+ 0.7192770887374877,
+ 0.7140207627296448,
+ 0.7555822341918945,
+ 0.8249447187423706,
+ 0.7111081220149994,
+ 0.7195552299499511,
+ 0.696260218334198,
+ 0.6993004722595215,
+ 0.6393350621223449,
+ 0.6692558577537536,
+ 0.6552567146778107,
+ 0.6035549112319947,
+ 0.6376882638454437
+ ],
+ "term_loss": [
+ 1.6429537870407105,
+ 0.7799642414569855,
+ 0.6450700888633728,
+ 0.544001949596405,
+ 0.5029326514720917,
+ 0.5384751222610473,
+ 0.5338305097579956,
+ 0.6271685851097107,
+ 0.7759458763122559,
+ 0.670561255645752,
+ 0.6930260807037354,
+ 0.5142842155456543,
+ 0.9223114760398865,
+ 0.7909464566707611,
+ 0.7283711557388306,
+ 0.6134422359228134,
+ 0.5745167485713959,
+ 0.6179891448736191,
+ 0.8072999868392944,
+ 1.1685954872608184,
+ 0.6874509717941284,
+ 0.6915433479309082,
+ 1.0379761940956116,
+ 0.7678791676044464,
+ 0.7365385051727295,
+ 0.888452003288269,
+ 1.1689853934288026,
+ 1.8738205919265747,
+ 1.9812078285217285,
+ 1.755995346546173,
+ 1.9156217575073242,
+ 3.2754078594207763,
+ 5.931076295042038,
+ 7.799770739746093,
+ 6.220347383117676,
+ 4.235098806762696,
+ 5.208815985870362,
+ 3.6477620443344114,
+ 2.481362159538269,
+ 1.721485794878006,
+ 1.6364931385040282,
+ 1.7316909828186036,
+ 1.7622679103374481,
+ 1.8701237350463866,
+ 1.5614522430419921,
+ 1.6687043725967408,
+ 1.3664477088928222,
+ 1.2542131168365478,
+ 1.2503349880218506,
+ 0.7934518660068512,
+ 0.8526655314445496,
+ 0.8882325883865356,
+ 0.7314094313621521,
+ 0.7021425265312194,
+ 0.6122970679283142,
+ 0.6549327205717563,
+ 0.7135983491659165,
+ 0.707961343383789,
+ 0.618238576579094,
+ 0.6056517326354981,
+ 0.5986014746427536,
+ 0.5598198036670685,
+ 0.5442600372314453,
+ 0.6618821332931518,
+ 0.5999844347953797,
+ 0.5050875579357147,
+ 0.5238150319099426,
+ 0.4168266535282135,
+ 0.4121341013431549,
+ 0.44742312049865723,
+ 0.508048579788208,
+ 0.41021962761878966,
+ 0.41673866806030274,
+ 0.39615153601169584,
+ 0.3979441471099853,
+ 0.3492745657533407,
+ 0.3673823845863342,
+ 0.3611060200572014,
+ 0.31359378118515013,
+ 0.3444120800256729
+ ],
+ "bridge_loss": [
+ 0.8798169805285463,
+ 0.06988263263404369,
+ 0.007221714366972446,
+ 0.009977325683832168,
+ 0.026867762994766235,
+ 0.02428093141168356,
+ 0.017750029611587524,
+ 0.01041710512638092,
+ 0.008498724353313445,
+ 0.007494112598896026,
+ 0.009115628288686275,
+ 0.006687443786859512,
+ 0.009187254488468171,
+ 0.0071553698055446145,
+ 0.0083095718793571,
+ 0.0106832455098629,
+ 0.009414582189917564,
+ 0.011997878777980805,
+ 0.025829354831576348,
+ 0.1085723452091217,
+ 0.06851940405368805,
+ 0.1190645812034607,
+ 0.23382153396606445,
+ 0.09718898033499718,
+ 0.08073521366119385,
+ 0.15449185333251952,
+ 0.19037553939819335,
+ 0.17207214410305025,
+ 0.1772028945326805,
+ 0.18125318269729615,
+ 0.12484188132286071,
+ 0.20437312326431276,
+ 0.44104156914949416,
+ 0.8135768440246582,
+ 0.7194256249904633,
+ 0.3012491428375244,
+ 0.4917928521633148,
+ 0.3458102744579315,
+ 0.2624234221935272,
+ 0.2108467219054699,
+ 0.14520962963104248,
+ 0.1109061488866806,
+ 0.22237445271611214,
+ 0.22470301866531373,
+ 0.16589241380691527,
+ 0.17665138913393022,
+ 0.12355085052251816,
+ 0.10024731488227845,
+ 0.1102370167851448,
+ 0.0632073667794466,
+ 0.07717509996891021,
+ 0.09432626271247864,
+ 0.07223957173526287,
+ 0.05831001040935516,
+ 0.04691112922430039,
+ 0.04399191717505455,
+ 0.054682890085875985,
+ 0.05131758269071579,
+ 0.04948833506703377,
+ 0.05090191900730133,
+ 0.04628677634000778,
+ 0.04592856809794903,
+ 0.04618706555068493,
+ 0.05831435605287552,
+ 0.05219041556119919,
+ 0.038912322914600374,
+ 0.04784802967309952,
+ 0.029901893815398217,
+ 0.03067267468571663,
+ 0.039136952781677246,
+ 0.047098509496450426,
+ 0.03316549341678619,
+ 0.034926051980257035,
+ 0.03337522785365581,
+ 0.036731080013513565,
+ 0.026030787551403044,
+ 0.037166545414924625,
+ 0.029469560922682287,
+ 0.02593328186273575,
+ 0.029638116455078124
+ ],
+ "tgrad_loss": [
+ 0.28832164726257326,
+ 0.2060401952266693,
+ 0.16459719829559327,
+ 0.15477333117723466,
+ 0.14493357677459717,
+ 0.14198503303527832,
+ 0.14309685859680177,
+ 0.14874836663007737,
+ 0.15678957319259643,
+ 0.15304679074287414,
+ 0.15607846132516862,
+ 0.14197904839515685,
+ 0.18455617270469665,
+ 0.17215408868789672,
+ 0.16837040560245514,
+ 0.15822381327152252,
+ 0.17020298886299134,
+ 0.16902806978225707,
+ 0.17143850438594818,
+ 0.19786279382705688,
+ 0.16658815627098084,
+ 0.1794211902618408,
+ 0.19945275497436524,
+ 0.19205478763580322,
+ 0.20036873846054076,
+ 0.19588031902313233,
+ 0.20235279903411865,
+ 0.21882107915878296,
+ 0.24042275769710542,
+ 0.21077616119384765,
+ 0.19908131561279296,
+ 0.22460036993026733,
+ 0.26241290621757507,
+ 0.2761381866455078,
+ 0.27674061311483383,
+ 0.25322344913482664,
+ 0.28550028896331786,
+ 0.26916457452774045,
+ 0.25363275275230407,
+ 0.23400697290897368,
+ 0.2386918211221695,
+ 0.23587018747329713,
+ 0.2399569533109665,
+ 0.2560098692417145,
+ 0.26288919100761415,
+ 0.266998498249054,
+ 0.2681545648574829,
+ 0.26719284348487854,
+ 0.2634758550167084,
+ 0.2544534649372101,
+ 0.2609030704975128,
+ 0.26885847454071043,
+ 0.26579098694324493,
+ 0.2684466419219971,
+ 0.2651168885231018,
+ 0.2725917413234711,
+ 0.26671648054122926,
+ 0.2703628271102905,
+ 0.27027122049331664,
+ 0.27273546109199526,
+ 0.27396536240577696,
+ 0.27300917959213256,
+ 0.2712355743408203,
+ 0.2777294144630432,
+ 0.27682205362319945,
+ 0.27110387902259825,
+ 0.2713892430782318,
+ 0.2725485424041748,
+ 0.27121399002075197,
+ 0.2690221670150757,
+ 0.2697976267337799,
+ 0.2677230007648468,
+ 0.2678905071258545,
+ 0.26673345193862913,
+ 0.26462524137496946,
+ 0.2640297092437744,
+ 0.26470692901611326,
+ 0.2646811327219009,
+ 0.2640278464794159,
+ 0.2636380691766739
+ ]
+ },
+ "diagnostics": {
+ "bp_cosine": [
+ -0.0012992812553420663,
+ 0.028360359370708466,
+ 0.07222752273082733,
+ 0.06384990364313126,
+ 0.0745362713932991,
+ 0.10235601663589478,
+ 0.11958298832178116,
+ 0.12767711281776428,
+ 0.12978672981262207,
+ 0.13033980131149292,
+ 0.131376713514328,
+ 0.13925974071025848
+ ],
+ "perturbation_rho": [
+ -0.036700520664453506,
+ 0.08258875459432602,
+ 0.18529893457889557,
+ 0.1350553333759308,
+ 0.14971259236335754,
+ 0.23370781540870667,
+ 0.15428856015205383,
+ 0.2475280910730362,
+ 0.20684200525283813,
+ 0.26022571325302124,
+ 0.23770767450332642,
+ 0.24039392173290253
+ ],
+ "nudging": {
+ "0.001": [
+ 1.9588624127209187e-05,
+ -0.00022895228175912052,
+ -0.0007079594652168453,
+ -0.0005056310910731554,
+ -0.0005876067443750799,
+ -0.0007552369497716427,
+ -0.0008725673542357981,
+ -0.0009411656064912677,
+ -0.0009967443766072392,
+ -0.0010289904894307256,
+ -0.001046083401888609,
+ -0.001075628912076354
+ ],
+ "0.003": [
+ 7.772856042720377e-05,
+ -0.0006833757506683469,
+ -0.002122018486261368,
+ -0.001515379874035716,
+ -0.001759801642037928,
+ -0.002262262161821127,
+ -0.002616232493892312,
+ -0.0028189788572490215,
+ -0.002985659521073103,
+ -0.003085652831941843,
+ -0.0031352993100881577,
+ -0.003224627347663045
+ ],
+ "0.01": [
+ 0.0004691533395089209,
+ -0.002260619541630149,
+ -0.007056917063891888,
+ -0.005040735937654972,
+ -0.005857650190591812,
+ -0.007526098750531673,
+ -0.008702869527041912,
+ -0.009377602487802505,
+ -0.009931675158441067,
+ -0.01026402972638607,
+ -0.010433407500386238,
+ -0.010728873312473297
+ ]
+ }
+ }
+ }
+} \ No newline at end of file