diff options
Diffstat (limited to 'results/synth_ladder_v2_hi/synth_a1.0_L2_s456.json')
| -rw-r--r-- | results/synth_ladder_v2_hi/synth_a1.0_L2_s456.json | 1512 |
1 files changed, 1512 insertions, 0 deletions
diff --git a/results/synth_ladder_v2_hi/synth_a1.0_L2_s456.json b/results/synth_ladder_v2_hi/synth_a1.0_L2_s456.json new file mode 100644 index 0000000..3e9ec33 --- /dev/null +++ b/results/synth_ladder_v2_hi/synth_a1.0_L2_s456.json @@ -0,0 +1,1512 @@ +{ + "bp": { + "log": { + "train_loss": [ + 1.9560056144714355, + 1.1671714973449707, + 0.7729741273880005, + 0.6163077599525452, + 0.5501252895355224, + 0.5102293436050415, + 0.47986490659713743, + 0.4551184079170227, + 0.4281283717632294, + 0.41059817826747896, + 0.3900598440170288, + 0.3775464247703552, + 0.35782486624717713, + 0.34545214071273805, + 0.32954725866317747, + 0.312077562713623, + 0.3001769031524658, + 0.2857774089574814, + 0.268246430015564, + 0.2654800416946411, + 0.24711972908973695, + 0.23591814823150634, + 0.22430862407684327, + 0.21694810314178467, + 0.19728492946624757, + 0.19133227586746215, + 0.18050886018276216, + 0.16754731903076173, + 0.15603712682724, + 0.14723092963695525, + 0.1393954524040222, + 0.13442619478702544, + 0.12217882280349732, + 0.11515008834600449, + 0.10545161597728729, + 0.0976712616443634, + 0.09565990908145905, + 0.08852378897666931, + 0.08450308041572571, + 0.07969852757751941, + 0.07292226366400718, + 0.06799264116883277, + 0.06508905214071274, + 0.061624961662292484, + 0.05785034103393555, + 0.05549244320392609, + 0.053127787148952485, + 0.050860308933258054, + 0.048702414500713345, + 0.04664224576950073, + 0.04522364996671677, + 0.04416376640796661, + 0.04225023184418678, + 0.0404514856338501, + 0.039005454522371294, + 0.03781551446318626, + 0.03683884832262993, + 0.035825042724609374, + 0.034970838397741316, + 0.03423578343987465, + 0.03352795054614544, + 0.03287497969865799, + 0.0322679201349616, + 0.03175261213183403, + 0.03134917322397232, + 0.03098049667477608, + 0.030580134057998656, + 0.03025078364908695, + 0.029965906804800033, + 0.029746233332157136, + 0.029537916985154154, + 0.029368729928135873, + 0.029206447684764863, + 0.029097266083955766, + 0.028998262310028076, + 0.028925995123386384, + 0.028875470691919328, + 0.028838179144263267, + 0.028815924447774886, + 0.028804841729998587 + ], + "train_acc": [ + 0.3249, + 0.6552, + 0.7598, + 0.7934, + 0.8034, + 0.8132, + 0.8258, + 0.8368, + 0.8409, + 0.8468, + 0.8571, + 0.8623, + 0.8682, + 0.8719, + 0.882, + 0.8883, + 0.8916, + 0.9008, + 0.9064, + 0.9096, + 0.9171, + 0.9213, + 0.9265, + 0.9316, + 0.9423, + 0.9439, + 0.9489, + 0.9549, + 0.9613, + 0.9653, + 0.9682, + 0.9692, + 0.9762, + 0.9794, + 0.9845, + 0.9883, + 0.9886, + 0.9905, + 0.9913, + 0.9924, + 0.9951, + 0.9961, + 0.9968, + 0.9974, + 0.9982, + 0.9984, + 0.9985, + 0.9992, + 0.9991, + 0.9992, + 0.9993, + 0.9993, + 0.9994, + 0.9996, + 0.9996, + 0.9998, + 0.9998, + 0.9999, + 0.9999, + 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, + 1.0, + 1.0, + 1.0, + 1.0, + 1.0 + ], + "test_acc": [ + 0.5485, + 0.7015, + 0.7495, + 0.7625, + 0.768, + 0.769, + 0.775, + 0.774, + 0.779, + 0.7795, + 0.782, + 0.7905, + 0.788, + 0.7875, + 0.7895, + 0.7925, + 0.7875, + 0.797, + 0.797, + 0.796, + 0.8025, + 0.799, + 0.7925, + 0.802, + 0.7925, + 0.7925, + 0.7965, + 0.796, + 0.802, + 0.7975, + 0.8, + 0.7925, + 0.799, + 0.7945, + 0.7965, + 0.797, + 0.791, + 0.793, + 0.795, + 0.7905, + 0.7945, + 0.796, + 0.795, + 0.793, + 0.7945, + 0.796, + 0.7925, + 0.794, + 0.7945, + 0.7935, + 0.7905, + 0.7905, + 0.7845, + 0.788, + 0.7885, + 0.789, + 0.7895, + 0.7885, + 0.79, + 0.7905, + 0.791, + 0.791, + 0.79, + 0.7905, + 0.79, + 0.789, + 0.789, + 0.791, + 0.79, + 0.79, + 0.791, + 0.7905, + 0.791, + 0.7905, + 0.791, + 0.79, + 0.7905, + 0.7905, + 0.7905, + 0.7905 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.9291538000106812, + 0.9242061376571655 + ], + "perturbation_rho": [ + 0.9999991059303284, + 0.9999985694885254 + ], + "nudging": { + "0.001": [ + -0.045578956604003906, + -0.02785908617079258 + ], + "0.003": [ + -0.13051706552505493, + -0.0812857374548912 + ], + "0.01": [ + -0.36666756868362427, + -0.24512334167957306 + ] + } + } + }, + "dfa": { + "log": { + "train_loss": [ + 2.2925382926940916, + 1.7889437934875487, + 1.260253756904602, + 0.9539756924629211, + 0.7977886853218079, + 0.7140761584281922, + 0.6654267780303955, + 0.6397091209411621, + 0.6243139269828797, + 0.6154428773880005, + 0.6143751846313477, + 0.6155710045814514, + 0.6156138698577881, + 0.6219459392547607, + 0.6182852596759796, + 0.6140298984527588, + 0.6210012950897217, + 0.6292118134498597, + 0.6216321679115295, + 0.6227944535255432, + 0.6250838468551636, + 0.6302425016403198, + 0.6193829513549804, + 0.6351193978309632, + 0.6367992011070251, + 0.650238129234314, + 0.6344584981918335, + 0.6519463251113892, + 0.6449099941253662, + 0.6615370457649231, + 0.6371989486694336, + 0.6602863219261169, + 0.6565528917312622, + 0.6482889573097229, + 0.6413513114929199, + 0.6494462338447571, + 0.6409127470016479, + 0.6464275256156922, + 0.648155325126648, + 0.6618475336074829, + 0.6339232350826264, + 0.6367729577064514, + 0.6629635499000549, + 0.6310218623638153, + 0.6272157665252686, + 0.6426493437290192, + 0.6343029105186463, + 0.626497606754303, + 0.6296635850906372, + 0.6324865888595581, + 0.625750997543335, + 0.6378193023681641, + 0.6297788947105408, + 0.6210315748214722, + 0.624997318649292, + 0.6212919867515564, + 0.6215335542201996, + 0.6199177579879761, + 0.6204080033302307, + 0.6204842404842377, + 0.6156154773712158, + 0.6164784337997437, + 0.6144172075271607, + 0.61289912109375, + 0.6115792436599732, + 0.6114538358688355, + 0.6116359647274018, + 0.6083082750320434, + 0.6086608262062073, + 0.6079776787757873, + 0.6070331044197083, + 0.6068843227386475, + 0.6061222413063049, + 0.6054628374576568, + 0.604520062637329, + 0.6041548914432525, + 0.6038100759506225, + 0.6035206285476684, + 0.6033140742301941, + 0.6032149271965027 + ], + "train_acc": [ + 0.1535, + 0.405, + 0.5877, + 0.6723, + 0.7129, + 0.7316, + 0.7494, + 0.7562, + 0.7635, + 0.7636, + 0.7659, + 0.7655, + 0.7659, + 0.7638, + 0.7629, + 0.7636, + 0.7632, + 0.761, + 0.7595, + 0.7621, + 0.7619, + 0.7576, + 0.7662, + 0.7592, + 0.7583, + 0.7543, + 0.7593, + 0.7561, + 0.7595, + 0.7512, + 0.7575, + 0.7494, + 0.7525, + 0.7562, + 0.756, + 0.7541, + 0.7569, + 0.7583, + 0.7539, + 0.7511, + 0.7617, + 0.7574, + 0.7493, + 0.7613, + 0.7607, + 0.752, + 0.7581, + 0.7592, + 0.7602, + 0.7593, + 0.7591, + 0.7563, + 0.7569, + 0.7631, + 0.7601, + 0.7629, + 0.763, + 0.7645, + 0.7651, + 0.7623, + 0.7671, + 0.7636, + 0.7652, + 0.7662, + 0.7644, + 0.766, + 0.769, + 0.7658, + 0.7697, + 0.7674, + 0.7685, + 0.7671, + 0.7688, + 0.7701, + 0.7691, + 0.7691, + 0.7701, + 0.7697, + 0.7701, + 0.77 + ], + "test_acc": [ + 0.2575, + 0.5275, + 0.6195, + 0.6685, + 0.6845, + 0.701, + 0.7085, + 0.72, + 0.7235, + 0.7225, + 0.7265, + 0.7345, + 0.7315, + 0.73, + 0.7255, + 0.723, + 0.7285, + 0.729, + 0.726, + 0.728, + 0.73, + 0.718, + 0.717, + 0.725, + 0.7125, + 0.7275, + 0.705, + 0.7205, + 0.7095, + 0.7145, + 0.721, + 0.718, + 0.7235, + 0.7245, + 0.7205, + 0.711, + 0.7185, + 0.7225, + 0.721, + 0.726, + 0.719, + 0.726, + 0.7235, + 0.7175, + 0.707, + 0.7215, + 0.719, + 0.718, + 0.723, + 0.7265, + 0.718, + 0.719, + 0.726, + 0.7185, + 0.7165, + 0.7215, + 0.721, + 0.723, + 0.7265, + 0.7255, + 0.726, + 0.724, + 0.728, + 0.7225, + 0.7245, + 0.7255, + 0.7245, + 0.727, + 0.724, + 0.7245, + 0.7265, + 0.729, + 0.7285, + 0.7305, + 0.73, + 0.73, + 0.729, + 0.731, + 0.73, + 0.73 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.02131858840584755, + 0.03880482539534569 + ], + "perturbation_rho": [ + 0.006325956434011459, + 0.07241131365299225 + ], + "nudging": { + "0.001": [ + -0.0007009014952927828, + -0.00027983251493424177 + ], + "0.003": [ + -0.002087946515530348, + -0.0008400778751820326 + ], + "0.01": [ + -0.006775922141969204, + -0.002794599626213312 + ] + } + } + }, + "state_bridge": { + "log": { + "train_loss": [ + 2.1408685943603514, + 1.3764964288711548, + 0.8937187995910645, + 0.6806521401405334, + 0.6063734632492065, + 0.5921373236656189, + 0.6012698959350586, + 0.6085097344875335, + 0.618865624332428, + 0.6229370524406433, + 0.6271081844329834, + 0.6296928139686584, + 0.6329344481468201, + 0.6373940747737884, + 0.6441978803634644, + 0.6502310201644897, + 0.6577924034118653, + 0.6638825251579284, + 0.6633781417846679, + 0.662655659198761, + 0.671446533203125, + 0.6748080488204956, + 0.6730749175071716, + 0.6885585793495178, + 0.6853348649978638, + 0.6937937314987183, + 0.7025538193225861, + 0.6914417263031006, + 0.6994074465751648, + 0.7016401989936829, + 0.7077653275966644, + 0.7140635179519653, + 0.719589767742157, + 0.7156314441680908, + 0.7186767238616943, + 0.7123939609527588, + 0.7217615343093872, + 0.7193854808807373, + 0.7269024057388306, + 0.7369294118881226, + 0.7207375118255616, + 0.7266824924468994, + 0.731508938407898, + 0.725278225517273, + 0.7310970863819123, + 0.7277004768371582, + 0.7388540773391724, + 0.7262511849403381, + 0.7372460752487182, + 0.7248942784309387, + 0.7235971044540406, + 0.7246456790924072, + 0.7409098614692688, + 0.7274047603607178, + 0.7256083255767822, + 0.7254483180999756, + 0.7276198521614075, + 0.726950217628479, + 0.725731752204895, + 0.7291518458366394, + 0.7226115200996399, + 0.7278635671615601, + 0.7244456878662109, + 0.7224804187774658, + 0.7225179643630981, + 0.7228940364837646, + 0.721614897441864, + 0.7204741502761841, + 0.7193958771705627, + 0.7201352106094361, + 0.7190518887519837, + 0.7184531566619873, + 0.7180235387802124, + 0.7173173397064209, + 0.7167859954833984, + 0.7164597539424896, + 0.7162381525039673, + 0.7160966100692749, + 0.7159361206054687, + 0.7158677879333496 + ], + "train_acc": [ + 0.2242, + 0.5483, + 0.693, + 0.7528, + 0.7704, + 0.7716, + 0.7678, + 0.7698, + 0.7661, + 0.7652, + 0.7631, + 0.7655, + 0.7626, + 0.7634, + 0.7573, + 0.7524, + 0.7496, + 0.7523, + 0.7482, + 0.7508, + 0.7477, + 0.7456, + 0.7467, + 0.7432, + 0.7436, + 0.7385, + 0.7362, + 0.7417, + 0.741, + 0.7403, + 0.7365, + 0.7338, + 0.7302, + 0.7333, + 0.7367, + 0.7347, + 0.7324, + 0.731, + 0.729, + 0.7291, + 0.7328, + 0.7293, + 0.726, + 0.7307, + 0.7315, + 0.7312, + 0.7276, + 0.7278, + 0.7248, + 0.7315, + 0.7328, + 0.7319, + 0.7249, + 0.7287, + 0.7328, + 0.7342, + 0.7285, + 0.7311, + 0.7316, + 0.7284, + 0.7332, + 0.7295, + 0.7326, + 0.7339, + 0.7349, + 0.7327, + 0.7321, + 0.7348, + 0.7331, + 0.7339, + 0.7336, + 0.7336, + 0.7346, + 0.736, + 0.7342, + 0.7352, + 0.7351, + 0.7353, + 0.7355, + 0.7359 + ], + "test_acc": [ + 0.4415, + 0.6245, + 0.6935, + 0.725, + 0.7325, + 0.7305, + 0.7295, + 0.735, + 0.723, + 0.723, + 0.7235, + 0.722, + 0.716, + 0.7185, + 0.708, + 0.708, + 0.712, + 0.7085, + 0.713, + 0.7005, + 0.702, + 0.7055, + 0.7015, + 0.6855, + 0.6955, + 0.695, + 0.687, + 0.692, + 0.6915, + 0.691, + 0.6865, + 0.6765, + 0.685, + 0.686, + 0.6875, + 0.6875, + 0.6865, + 0.678, + 0.675, + 0.6825, + 0.6795, + 0.6825, + 0.6835, + 0.679, + 0.681, + 0.6775, + 0.677, + 0.672, + 0.6755, + 0.6765, + 0.6815, + 0.6765, + 0.672, + 0.6775, + 0.678, + 0.675, + 0.675, + 0.682, + 0.6735, + 0.6745, + 0.6785, + 0.669, + 0.6865, + 0.677, + 0.6775, + 0.6735, + 0.6715, + 0.675, + 0.6725, + 0.6735, + 0.6755, + 0.677, + 0.677, + 0.676, + 0.6765, + 0.676, + 0.675, + 0.675, + 0.675, + 0.6755 + ], + "state_pred_error": [ + 0.8080644834518432, + 0.39239263830184934, + 0.23570088872909545, + 0.18436644830703736, + 0.17015166330337525, + 0.16577841153144837, + 0.15891898512840272, + 0.14670312795639037, + 0.13382397260665893, + 0.1253697662591934, + 0.11607049119472504, + 0.10657218925952912, + 0.09855207993984222, + 0.0928174996972084, + 0.08665878224372864, + 0.08460470433235169, + 0.08135875176787376, + 0.07774004120826722, + 0.07695613958835602, + 0.075308149933815, + 0.07403676271438599, + 0.0740367253780365, + 0.07511613126993179, + 0.06968745267391205, + 0.06773570336103439, + 0.06727046658992768, + 0.06653650290369988, + 0.06482027760744095, + 0.06515331575870514, + 0.0638981928229332, + 0.0620466558098793, + 0.06260543761253357, + 0.06213358806967735, + 0.06028746428489685, + 0.05951403741836548, + 0.05873561415076256, + 0.05801951932907105, + 0.05811610379815101, + 0.05617883744239807, + 0.05539749718904495, + 0.054504805290699, + 0.0535935148537159, + 0.053170457899570464, + 0.05185950981974602, + 0.051334794068336485, + 0.05101199344396591, + 0.050492712152004245, + 0.05117302381396294, + 0.04784535982608795, + 0.04772583312392235, + 0.04679878767132759, + 0.045225712451338766, + 0.04433399237394333, + 0.043538872480392454, + 0.04340486377477646, + 0.04172027028799057, + 0.040727964186668394, + 0.04038996203541756, + 0.04039305700659752, + 0.040595778387784956, + 0.0387884624004364, + 0.03819443533420563, + 0.037498074996471405, + 0.03695043048858643, + 0.036768312060832975, + 0.03635304583311081, + 0.03555620402693749, + 0.034702681583166126, + 0.03439524923563003, + 0.033875951832532884, + 0.032905505937337876, + 0.0324125466644764, + 0.031943915390968323, + 0.03169405475258827, + 0.03094981493651867, + 0.031065510040521622, + 0.03044595140218735, + 0.0299276578605175, + 0.029405312579870224, + 0.02933962969481945 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.669547975063324, + 0.3677923083305359 + ], + "perturbation_rho": [ + 0.6219363808631897, + 0.33943480253219604 + ], + "nudging": { + "0.001": [ + -0.02052037976682186, + -0.002662357408553362 + ], + "0.003": [ + -0.06065082550048828, + -0.007972602732479572 + ], + "0.01": [ + -0.19162335991859436, + -0.026401527225971222 + ] + }, + "state_pred_error_per_layer": [ + 3936.27783203125, + 288.300537109375 + ] + } + }, + "credit_bridge": { + "log": { + "train_loss": [ + 2.2930677429199218, + 1.7906015796661376, + 1.2635988039970398, + 0.9581242958068847, + 0.8003487806320191, + 0.7156089757919312, + 0.6689188489913941, + 0.643795274734497, + 0.6305122444152832, + 0.623988843202591, + 0.6187444662094116, + 0.6178006851196289, + 0.6173453359603882, + 0.6273444614410401, + 0.6134593425750733, + 0.6198339825630188, + 0.6272809553146362, + 0.6293932919502259, + 0.6404480037689209, + 0.6594240272521973, + 0.659067080116272, + 0.6821993915557861, + 0.6791766733169555, + 0.734606586265564, + 0.7313875273704529, + 0.7563578330993652, + 0.7668250580310821, + 0.8190950353622437, + 0.826333743095398, + 0.9198218053817749, + 0.896049147605896, + 0.9007102657318116, + 0.9501289850234985, + 0.9285598526000977, + 0.9668602191925049, + 0.998112233543396, + 0.9962548406600952, + 1.025565596961975, + 1.0426634029388429, + 1.1057414449691771, + 1.06785728225708, + 1.127798579788208, + 1.095726201725006, + 1.1017658351898194, + 1.1498224843978881, + 1.1459971050262452, + 1.1370128602981568, + 1.149132413482666, + 1.1653138580322266, + 1.1741461233139039, + 1.1763445219039916, + 1.1848371679306031, + 1.1794607717514038, + 1.1951260248184203, + 1.1707811889648438, + 1.198930864906311, + 1.2012914625167848, + 1.206768136692047, + 1.204185746574402, + 1.2064070075988769, + 1.2319160966873168, + 1.2115518913269043, + 1.2102981552124024, + 1.221316057395935, + 1.2108774530410766, + 1.216943055343628, + 1.2206229318618775, + 1.2132027009963988, + 1.2105617532730102, + 1.2109660068511963, + 1.2121095266342163, + 1.2105155519485473, + 1.2125362398147583, + 1.2109583696365356, + 1.2117174470901488, + 1.211683067703247, + 1.2104114021301269, + 1.2101064739227294, + 1.209652373123169, + 1.209543790435791 + ], + "train_acc": [ + 0.154, + 0.4077, + 0.5905, + 0.6696, + 0.7103, + 0.7321, + 0.7438, + 0.7522, + 0.7595, + 0.7621, + 0.7628, + 0.7618, + 0.766, + 0.7603, + 0.7657, + 0.7652, + 0.7642, + 0.7582, + 0.7593, + 0.7481, + 0.7532, + 0.7425, + 0.7412, + 0.7202, + 0.7208, + 0.7118, + 0.7112, + 0.6904, + 0.6906, + 0.6662, + 0.6651, + 0.6607, + 0.6499, + 0.6509, + 0.636, + 0.6327, + 0.6251, + 0.6248, + 0.6112, + 0.5911, + 0.6054, + 0.5861, + 0.5939, + 0.597, + 0.574, + 0.574, + 0.5828, + 0.5792, + 0.5716, + 0.571, + 0.5708, + 0.5644, + 0.5659, + 0.564, + 0.5724, + 0.5651, + 0.5621, + 0.5623, + 0.5635, + 0.5608, + 0.5521, + 0.5568, + 0.5596, + 0.553, + 0.559, + 0.5588, + 0.5573, + 0.5606, + 0.5627, + 0.5631, + 0.5594, + 0.5612, + 0.5637, + 0.5609, + 0.5609, + 0.5635, + 0.5612, + 0.5626, + 0.5622, + 0.5622 + ], + "test_acc": [ + 0.2615, + 0.529, + 0.614, + 0.661, + 0.692, + 0.7, + 0.714, + 0.72, + 0.7285, + 0.7265, + 0.731, + 0.7265, + 0.716, + 0.726, + 0.7255, + 0.727, + 0.7255, + 0.718, + 0.7035, + 0.727, + 0.707, + 0.692, + 0.684, + 0.6745, + 0.655, + 0.6735, + 0.6505, + 0.626, + 0.6035, + 0.65, + 0.6145, + 0.626, + 0.624, + 0.5915, + 0.6, + 0.5885, + 0.592, + 0.5785, + 0.547, + 0.5985, + 0.553, + 0.558, + 0.5605, + 0.556, + 0.568, + 0.5725, + 0.5595, + 0.576, + 0.5515, + 0.521, + 0.554, + 0.545, + 0.558, + 0.5545, + 0.539, + 0.555, + 0.5535, + 0.5615, + 0.549, + 0.5325, + 0.55, + 0.546, + 0.544, + 0.5395, + 0.5525, + 0.549, + 0.545, + 0.55, + 0.548, + 0.548, + 0.548, + 0.549, + 0.5445, + 0.5435, + 0.549, + 0.543, + 0.5435, + 0.543, + 0.545, + 0.544 + ], + "value_loss": [ + 3.2248993295669557, + 0.7993324143409729, + 0.6241890686035156, + 0.6834478240966797, + 0.7149497946739197, + 0.7328285658836364, + 0.7252531176567077, + 0.7242275772094726, + 0.6944476741790772, + 0.6577629441261291, + 0.5848735992431641, + 0.5314478209733963, + 0.5021982323169708, + 0.46592460460662843, + 0.43146484746932984, + 0.42146070685386655, + 0.4119085889816284, + 0.39813878288269045, + 0.41772686648368834, + 0.4242308696746826, + 0.4232831803321838, + 0.4443666146278381, + 0.4284376886367798, + 0.48585635566711427, + 0.5515175453186035, + 0.48890927267074585, + 0.5025943306922913, + 0.5741351163864136, + 0.5820644855499267, + 0.6837124898910523, + 0.6473771015167237, + 0.6066724607467652, + 0.6526529814243317, + 0.6264799011230469, + 0.6441321707725525, + 0.6961791508674622, + 0.6708058875083923, + 0.7160791521072387, + 0.7070828273773193, + 0.7737439245223999, + 0.6961604730606079, + 0.759050937461853, + 0.7100138769149781, + 0.7116358661174774, + 0.7559867481231689, + 0.7568133228302002, + 0.7395440124511719, + 0.7170330075263978, + 0.7338975098609924, + 0.7261011720657349, + 0.720359804058075, + 0.7117862114906311, + 0.6998868808746338, + 0.7118762451171875, + 0.6942419066429139, + 0.708058609008789, + 0.6941633409500122, + 0.692590379858017, + 0.6789092469215393, + 0.6850510005950927, + 0.716767284488678, + 0.68156391954422, + 0.6771818018913269, + 0.6850450862884522, + 0.6689441861152648, + 0.7021669523239136, + 0.657691025352478, + 0.6575634796142578, + 0.6773880264282227, + 0.6467782649993896, + 0.6400901229858399, + 0.6624997299194336, + 0.649611467552185, + 0.6397799256324768, + 0.641498973274231, + 0.6482289396286011, + 0.6444473560333251, + 0.630499946641922, + 0.6389780987739563, + 0.6262330022811889 + ], + "term_loss": [ + 1.8183423800468446, + 0.29775885496139526, + 0.3068508393764496, + 0.39105849962234496, + 0.42729952583312986, + 0.4394968143463135, + 0.4197773234128952, + 0.4148836517333984, + 0.3934750539779663, + 0.36719825417995455, + 0.29819075326919553, + 0.24998210138082505, + 0.22208165415525435, + 0.18075168552398682, + 0.14858310407996178, + 0.1344268194437027, + 0.12288439840078354, + 0.10251754094362259, + 0.11906026402711868, + 0.10960771135091782, + 0.10353840012550354, + 0.11309561696052552, + 0.0958007196843624, + 0.1258739206790924, + 0.17593133050203325, + 0.11036868476867676, + 0.11591389536857605, + 0.16073772571086883, + 0.15807414741516113, + 0.21683111358880996, + 0.17209635527133943, + 0.13972420678138733, + 0.15794085698723792, + 0.13904727120399474, + 0.13483572725057602, + 0.1666991223335266, + 0.1425665506362915, + 0.16871983683109285, + 0.14408435807228087, + 0.18444827466011046, + 0.1321460841655731, + 0.16269202904701233, + 0.13014199110269548, + 0.1294034091487527, + 0.1440461580991745, + 0.15523652358055115, + 0.14207189916372298, + 0.12285058436393738, + 0.13586411867141723, + 0.1288945063829422, + 0.12319473965168, + 0.11254922043085099, + 0.10359074312001466, + 0.11389455975294113, + 0.10458315942287445, + 0.1094145234465599, + 0.09637801191806793, + 0.09371047725081444, + 0.08351869256496429, + 0.08925566356182098, + 0.10697866353988647, + 0.08361842547655106, + 0.08154404339790344, + 0.08493596833944321, + 0.0752170923113823, + 0.10030660749673843, + 0.06409129187166691, + 0.06702304346561432, + 0.08525947888493537, + 0.0602948613345623, + 0.056035476887226106, + 0.07380687378048897, + 0.06269274026155472, + 0.05782889631986618, + 0.05753139565885067, + 0.062405730831623075, + 0.06079903078079223, + 0.0512572136759758, + 0.05954945843219757, + 0.049621654653549195 + ], + "bridge_loss": [ + 1.1121261556328157, + 0.18033452768325806, + 0.044868849658966065, + 0.014689313915371895, + 0.01023074924647808, + 0.01922336928844452, + 0.03395731185674667, + 0.03782916660308838, + 0.03113397532105446, + 0.022801124688982963, + 0.02172847282886505, + 0.020213665278255938, + 0.022226871091127396, + 0.025470469930768014, + 0.028755379277467727, + 0.029124588099122047, + 0.02939661954641342, + 0.029101639929413795, + 0.02919348032474518, + 0.03238499325215816, + 0.032242322093248364, + 0.03024594938158989, + 0.026401079308986664, + 0.024576114797592162, + 0.03187911439538002, + 0.02190283774137497, + 0.02207313554286957, + 0.023493554462492464, + 0.027907810562849043, + 0.03462046889662743, + 0.04101263058185577, + 0.03280288675427437, + 0.03566813161671162, + 0.03487102485895157, + 0.03985436806678772, + 0.04859413042068481, + 0.044892528000473976, + 0.05330698952078819, + 0.05985534909963608, + 0.06091915727853775, + 0.05097657561898231, + 0.055695305168628695, + 0.05239534618854523, + 0.053533487647771834, + 0.06308192758560181, + 0.056202594065666196, + 0.052459887611866, + 0.04611912113130093, + 0.04382932303547859, + 0.039009837090969085, + 0.037849784502387046, + 0.035277613407373426, + 0.03421798730790615, + 0.03130286419391632, + 0.030226914799213408, + 0.02961234229207039, + 0.02709128211736679, + 0.025383359724283218, + 0.02319343387782574, + 0.02375578812658787, + 0.025886915796995164, + 0.02316858033835888, + 0.021137660603225233, + 0.02238177977204323, + 0.019515478390455247, + 0.026733190059661866, + 0.016641176676750184, + 0.017249585717916488, + 0.020065816271305083, + 0.015035193768143653, + 0.013222106355428696, + 0.017796086595952512, + 0.016782105472683908, + 0.013273935839533806, + 0.014949301466345787, + 0.01761808745712042, + 0.016150817796587943, + 0.01291478123217821, + 0.013207211822271346, + 0.011661755262315273 + ], + "tgrad_loss": [ + 0.29443079996109006, + 0.32123903341293336, + 0.2724693781852722, + 0.2777000066757202, + 0.27741951839923856, + 0.27410838158130646, + 0.2715184868335724, + 0.27151475338935854, + 0.26983864469528196, + 0.267763564658165, + 0.2649543730735779, + 0.261252060508728, + 0.2578897050380707, + 0.259702449131012, + 0.254126366353035, + 0.257909298157692, + 0.25962757234573364, + 0.2665196026802063, + 0.26947312445640564, + 0.2822381624221802, + 0.2875024567604065, + 0.3010250496864319, + 0.306235889339447, + 0.33540631856918335, + 0.34370709981918335, + 0.3566377507209778, + 0.3646072976827621, + 0.3899038382530212, + 0.39608252487182616, + 0.43226090650558474, + 0.43426811542510985, + 0.43414536876678467, + 0.4590439986228943, + 0.4525616018295288, + 0.4694420761108398, + 0.4808858978271484, + 0.4833468080043793, + 0.4940523235321045, + 0.5031431226730346, + 0.5283764887332916, + 0.5130378133773804, + 0.5406636076927185, + 0.5274765404701233, + 0.5286989701747894, + 0.5488586637496948, + 0.5453742033958435, + 0.5450122264862061, + 0.5480633078575134, + 0.5542040694236755, + 0.5581968259811402, + 0.5593152769088745, + 0.5639593736648559, + 0.5620781542778015, + 0.5666788202285766, + 0.559431838798523, + 0.5690317416191101, + 0.5706940474510193, + 0.5734965413570404, + 0.5721971173286438, + 0.5720395500183105, + 0.5839017023563385, + 0.5747769118309021, + 0.5745000981330871, + 0.5777273398399353, + 0.5742116190910339, + 0.5751271549224853, + 0.5769585556983948, + 0.5732908483505249, + 0.5720627280235291, + 0.5714482112884521, + 0.5708325432777405, + 0.5708967746734619, + 0.5701366203308106, + 0.5686770866394043, + 0.5690182728767395, + 0.5682051241397857, + 0.5674975052833557, + 0.5663279546737671, + 0.5662214254856109, + 0.5649495909690857 + ] + }, + "diagnostics": { + "bp_cosine": [ + 0.35489675402641296, + 0.6773503422737122 + ], + "perturbation_rho": [ + 0.4646533727645874, + 0.7230339646339417 + ], + "nudging": { + "0.001": [ + -0.007704081013798714, + -0.005977225489914417 + ], + "0.003": [ + -0.023026108741760254, + -0.017880568280816078 + ], + "0.01": [ + -0.07572861015796661, + -0.059002168476581573 + ] + } + } + } +}
\ No newline at end of file |
