#include <bits/stdc++.h>
#include <execution>
using namespace std;
typedef unsigned long long ull;
typedef long long ll;
typedef long double ld;
typedef vector<int> vi;
typedef vector<ll> vl;
vector<int> layerSizes = {24, 40, 30, 12};
vector<vector<vector<double>>> layerWeights =
{
{
{-0.26074487698122739, 0.010388238949392154, 0.11336281725830162, -0.22143985678336869, 0.056824509596800681, -0.02958023820349907, -0.13979274637496469, -0.23511222960694966, -0.022485066578998441, 0.1318191340355945, 0.14929499896436024, 0.15980767634980719, 0.23313051080696134, -0.20577844513162727, 0.053538760693501296, 0.06178726259204944, 0.023309914543877555, 0.072966567527139939, -0.28793649976467683, 0.095238955136336859, -0.20041796346249033, 0.069679408839995668, 0.22562394516074638, -0.06542082331014798, -0.23627218332215441, -0.081508063943674436, 0.21375450599615342, -0.056581747962405865, -0.058091868192854737, -0.029407207437713315, -0.22210855363769907, 0.11364451037440956, -0.075211144422631715, -0.049665665799062279, 0.096210762250704379, 0.016646140187924225, -0.11513037400462656, 0.083035961269601666, 0.081731656818406495, -0.11589514234081465},
{-0.065176232712134144, -0.023189899595310797, -0.052154999540083881, -0.1110422736903289, -0.054848135608475811, 0.14785262734854185, -0.1094184346772416, -0.099786980418895346, -0.10286372964272161, -0.21606082110608613, -0.22033486492933202, -0.11352913097443525, -0.11453644773269131, -0.037097045004759965, -0.13428206704078444, -0.018208936371196662, 0.13703560109048651, -0.15488713205541915, -0.13013662396875686, -0.01512233030556817, 0.098842408228453499, 0.057779411109968981, 0.047693110357794263, -0.093367287284206846, 0.16486850798846672, -0.09464045747237379, -0.034499981296533401, -0.080603070462426527, -0.047554762637815912, -0.034736470122430869, -0.047519704520125931, 0.1363777021740645, 0.11214656479231806, 0.08219777980993942, 0.071984466692138538, -0.11401710107638968, -0.071106823306286399, 0.040601590867434284, -0.19618976512080155, 0.061430398350030418},
{-0.13007779154273313, -0.1088013713666135, -0.024909683871740175, -0.097730254672443118, 0.013445373512745136, -0.081263685958548701, -0.051702180117760038, 0.085411583925336848, 0.17428345631326458, -0.17629049262147586, 0.079545273834747979, 0.18384556167072372, 0.12204263624121953, -0.19690483864153252, 0.17762261817179612, 0.061883121367436636, -0.039521831460093866, 0.16100848204032944, 0.11529324585108172, 0.18189414552609717, 0.037544705667256061, 0.1199388788518496, -0.15341167206617939, 0.16804331079697696, -0.040839215751600148, 0.02808355884450198, -0.077750040050008379, -0.12535898725666952, -0.3041002468129157, 0.072731295091925108, -0.15979931163617039, -0.05254280162803595, -0.0031784803455018463, 0.14032747136055745, 0.3022821691869596, -0.075195293224388629, 0.25783380805599765, 0.14093401368451866, -0.072273941124886817, 0.11003305348364079},
{0.01641656580947784, -0.13633182260261675, -0.13708853001075069, 0.062538711895968907, 0.1495103779130626, -0.15584702356848457, -0.17501901682441795, 0.039202942543455327, 0.1409813322233183, -0.041685247748086171, -0.11014378809718106, -0.049085346559612296, -0.072742408197098235, -0.015628238994083235, -0.12348760241208004, -0.020065909296579941, 0.26328818534389986, -0.18916542011848311, -0.22750095352770494, 0.093941948421908505, -0.22944865164691181, -0.14886010348531106, 0.030309640668212273, -0.086588958745832584, 0.010103299799456915, -0.13214072682927586, 0.21965362273752712, -0.060452581644388104, -0.14922241819680848, -0.10835614915043661, -0.23976503097474872, -0.033461556266002938, 0.093193996363105838, -0.12624110735822416, 0.33985265373695245, 0.16323410772536348, -0.068463220552647669, -0.041706226296634057, 0.045581649237293707, -0.03369112320869605},
{0.13060049143188224, 0.15606354456831251, 0.0094195497707839429, -0.23412101698261348, 0.10618534934505711, 0.040988083100609897, 0.0034801537367328303, 0.051415683722659838, -0.22587480043064143, 0.038285236382582549, 0.13892744845020627, -0.088200032602307132, -0.13075712973731102, 0.019449711963600111, 0.20135041135838977, 0.078891726752543759, -0.0095606363765973739, -0.080211058127632545, -0.23384601184950532, -0.015060172526111139, -0.1021181396675363, 0.1145036970627616, 0.047781639817005894, 0.13922537006119251, 0.077306649778537517, 0.23463493378221256, 0.26371467620922762, -0.22612359699230655, -0.21305227099616533, 0.24294991499552571, 0.17242844056322046, -0.26236414543904396, 0.0052372691529179675, -0.0349116203426693, 0.36860005878145807, -0.0061709109304299127, 0.12102851001683756, 0.029371822713096716, -0.099379705126563536, 0.13274681336152105},
{0.066199375724277559, -0.21447488681471566, -0.15279411904150511, 0.10165977677609973, 0.19613541311774577, -0.14502040658096713, 0.15341520775062953, 0.13147081836154076, -0.12058016167392117, -0.022904568518513153, 0.19783147409299706, -0.1766987400157437, 0.11474842886848835, 0.14075186773914, -0.012276045991394818, -0.052581865896262785, 0.061741266558488078, 0.091481995281061476, 0.036633724465369243, -0.14435623183536031, 0.0085116466573866099, -0.056852387881665821, -0.16972076757667268, 0.031605682705566039, 0.11930430302576486, -0.17198032188691514, 0.11273351245670321, 0.1298412173782463, -0.13605694134879051, -0.11183197239449699, 0.03260640027237878, -0.033070959600567121, 0.13660563787902683, 0.044627041085713977, 0.036082351025853325, 0.24520965492791616, -0.036993616192667098, 0.01314892446227882, 0.012789862879143308, -0.058007580122357086},
{-0.115308129129857, -0.031245501029148318, 0.023582992163842333, 0.10714461489041499, -0.11042279770897222, 0.13743226400180789, 0.1373249219847629, -0.091502293208815755, -0.15565006561138039, -0.16116284843214751, 0.17703670930258131, -0.19473137008894159, -0.021098488374164587, 0.13897599013792936, 0.14529447838765167, -0.047372260279179235, -0.24215086433601785, 0.12883563813301294, 0.053512417594976949, 0.039490843945520451, 0.12834216162056264, -0.1921880383112699, 0.077982787950298019, 0.21236165757418618, -0.040182513233619571, 0.23100115530070928, -0.064936797791480344, 0.20584273538490427, -0.0081699560548850417, -0.047622157132696984, 0.040752795074672124, -0.27450576648640312, -0.10842598482633643, -0.14711440108517188, 0.14697698962858002, 0.094485815622125879, 0.18275392465654475, -0.020028072453868232, 0.047503300468303054, 0.023110624735247349},
{0.086112474309190307, -0.11725748504724927, 0.13263973593171838, 0.15061031370758193, 0.030251389623485888, -0.01889003286443287, 0.086080005130659623, 0.046836281458742191, -0.27271582961195306, -0.096949912476388136, -0.12286251113924528, -0.078812653589012599, -0.099953179500307576, -0.18080124399991446, 0.080730793231690398, 0.074865648926306594, -0.17183265269201448, 0.12796828929550358, -0.029271890912947386, 0.12772605587655581, 0.13521796507020248, 0.14147940990568009, -0.019065317089747878, -0.056427203725270922, -0.044286200888217692, 0.075829404664905342, 0.034681710627496615, 0.23047577680528139, -0.067419558303382379, -0.13793189565169195, 0.16913938540663825, -0.22056178680099656, 0.095825622404909869, -0.087929484532714416, 0.068945442523594011, -0.094069515422887745, -0.046996821046601016, 0.008142497045405506, -0.12072202176434801, 0.16105986949608886},
{-0.17875742155773824, -0.00037066166077660866, 0.12736838531105418, -0.078288355008070923, -0.074179578730393048, 0.085095413395993871, 0.014785230015540371, -0.053568509154799694, -0.088628068254775927, 0.13503516819520681, -0.089619992930108403, -0.0029784888147133832, -0.007521670561946899, 0.10038701244432677, 0.048228438736718116, -0.10349513459821531, -0.090747401153347146, 0.10761542679111417, 0.025224530997648542, -0.11199225517816641, 0.14601681493432578, 0.12996188552933213, 0.18794495675135559, 0.10619674716498641, 0.13803019923943474, -0.025268219867679083, -0.018798646499633188, -0.08215059604962717, -0.16269924856521864, 0.12993348753817946, 0.051837328790036177, -0.12715526424947976, 0.11245857069464305, 0.12808279533746045, -0.13485796985753246, 0.012264151469706518, -0.263001686239133, -0.12521677614664742, -0.16690578338912213, -0.19974801731084474},
{-0.11511796856178931, -0.17302016192864139, 0.16519053021848881, -0.091950466268672204, 0.093443787396026934, 0.18151758953281005, -0.010669023286768631, -0.12027955051468765, -0.019189364182862614, -0.051721722281649479, 0.10525556171477886, 0.0099391499979999895, 0.11044698786464434, 0.076229863284493049, -0.10160069657120273, 0.051507689780365101, -0.04165257500163097, -0.0002281315066054662, -0.085297096487874216, -0.060991037169979959, 0.047647452387723138, -0.1920228720932792, -0.15556462144402405, -0.083968777720775933, 0.11711701639617607, -0.0019506420858312399, -0.09467244613778758, -0.092811417694671841, -0.0059044952505674974, 0.058397286194570887, 0.097143171694801592, 0.12190910088847787, 0.073835042064435655, -0.021244685950387508, -0.19716112382753107, -0.13659571641532151, 0.083401734746944525, -0.075289061564874957, 0.10917428169425498, -0.17676764373409437},
{0.074403589872921921, -0.13059506742150109, -0.10422135365372752, 0.16025717814907231, -0.0030731089844699203, 0.17156991716099532, -0.11636916226498799, -0.074450200410953057, -0.10176621665740497, 0.26791680639992904, -0.012456223371547859, 0.11169174357242638, -0.074472390473313194, 0.045554499283304399, 0.039400251149824983, 0.1332875323499772, 0.062818421168307673, -0.062875425161445522, 0.23245342065889921, 0.096009499809231721, -0.00081105091469668093, -0.08950755879246286, 0.054506816638278791, -0.033284844136769409, 0.084400631441487975, -0.11754075944418566, -0.030016155265280078, 0.00084632318173547211, -0.039887861700918653, 0.10548919305583099, -0.12193987545007946, -0.023709328610300624, -0.17790324432019658, 0.146586060337283, -0.060256226385282323, -0.11013362339321961, -0.12027692511691837, -0.069198500032346316, -0.21317131084279548, 0.10003055145752569},
{0.19048544146523555, -0.021701841835005533, -0.12972977338207622, -0.1062539174388298, 0.012352727185749575, -0.10387092469513548, 0.081082125392835228, 0.039036658967114432, -0.079460519935691851, 0.22968289160388353, -0.058334886503320554, 0.040427487091193176, 0.035383451730645027, -0.082892498974686327, 0.028895546487880033, 0.11637980252814135, -0.15472765621045664, 0.10466013246343142, 0.0033082178894615838, -0.089358455573860296, -0.10848468024709859, -0.16796479561899727, 0.11181189576629058, 0.20766403327183697, 0.03497208601394354, -0.061953773155964252, -0.0076718859630488358, -0.12643492724212216, 0.08619635698308438, -0.13698293041907456, -0.038398243304955004, 0.0057101360749252043, 0.16667771056462957, 0.036420865955509557, -0.065608674040930071, -0.026931812683126222, -0.10531872437544816, -0.2227176051686704, 0.11238411468623566, -0.10864956932501636},
{0.021219846919023896, 0.17451324920203787, -0.07422451106188302, -0.032797996499077865, 0.032666636649272579, 0.10230065779859152, 0.09212848506815538, -0.17982247505516175, -0.085311731425348633, -0.010490137459229091, -0.099365335320803563, 0.1440068187413063, -0.18640738047666092, 0.13166282211846725, 0.096612880911237459, -0.10607815221815044, 0.20674228152807611, -0.1372864096985075, 0.15702697676120966, -0.0035484933828545742, -0.048852675187093325, 0.14803860839553859, -0.17162368923114743, 0.092244128655662269, -0.088995391451780481, 0.16225406229844974, 0.14909128874034194, -0.012699095186001689, 0.10771456573021122, 0.16982277469869797, 0.1898190033855556, 0.14226675054209864, 0.19914904371123912, -0.071519043370024932, 0.026149082465701422, -0.10146145087862007, -0.10234261414957603, -0.35165827975085207, 0.14498476464107599, 0.066355232684038298},
{0.037857313438237637, 0.0158323052216362, -0.050611917073921313, 0.087978452259902765, -0.26071982510275343, -0.076757166670851223, 0.087493675222024184, -0.00099055230307970414, -0.14989383610245882, 0.074733241149228358, -0.12511908261021051, -0.02382730036839056, 0.12088581507751628, -0.091194868032395432, 0.045729877294589973, 0.14051071329596035, 0.19979838590916638, -0.029321210789265976, -0.051326585590071958, -0.14967929439391506, -0.049491077454930581, 0.072696368858005886, -0.043028225836602298, -0.045365169442260489, -0.20257470295153063, 0.064574361481893147, -0.1225961404537781, -0.014594672122024688, -0.076672520386979082, -0.1752318698450582, -0.059245202001438318, 0.041338715475922667, -0.064750733490018239, -0.12416722086895166, 0.089423898047032782, -0.092687928762809471, 0.081205295890167742, -0.37329326438848004, 0.13390093313755064, -0.11958413915546158},
{0.10523634436851768, -0.17061777065894401, 0.06685698476476179, -0.18778253337748413, -0.042839800598081713, 0.01025789042341781, -0.1081110599243944, 0.114812248156676, 0.029874717388868575, 0.31206089583790164, 0.088241616050872634, -0.0080381686493558261, -0.0062865330159263917, -0.0037242339605627027, 0.11433510325654393, 0.062686367304352342, -0.1044310692838878, -0.11624654160727493, 0.0065445015888176382, 0.035288395760138078, -0.079716594249675268, 0.097018556555120053, 0.08226828027300348, -0.10389023523243021, -0.15702400438911451, 0.20308941639801467, 0.064655372500729863, 0.097257298833990383, -0.067265220398350048, -0.13384238084419289, 0.18782729314629446, 0.15313543288934092, 0.26315555759505493, -0.04232197918831989, -0.23231224286324634, 0.12596925050129418, -0.27630338225568551, -0.34466242387261381, -0.070290672857441769, 0.010026703355759265},
{0.16472694868918181, 0.11256876052106103, -0.11818596875827751, -0.076677342358431932, -0.25443754103114996, 0.23930316000206825, 0.18511966053982426, 0.11381601001429474, -0.32919640867729383, 0.2593162553325446, 0.23414506760897866, -0.1003524406286171, -0.14614891897720661, -0.084129295817311447, 0.064723350762291104, 0.19585493708261353, -0.23094482187150911, 0.16068584660368537, 0.1144276889592289, -0.055069397850325913, 0.25435606853439852, 0.062428066076656255, 0.046220745918714598, 0.11964542328813697, -0.14039787559254596, 0.10239259589667675, -0.088418386644214017, -0.14890358388778208, 0.037901137822922461, 0.058225504124453258, -0.055561103466707729, -0.18499093344722503, 0.19254311451406547, 0.012801805996153931, -0.12560554906393681, -0.075588106673003724, -0.26355506255457117, -0.33101868436892867, 0.10841476137564486, -0.20784303474426263},
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{0.11328004253812927, -0.079540351931305472, -0.32705668624980727, -0.091278821987606909, -0.0061653300812594932, -0.27443705575282068, 0.24583894679768153, -0.0013477680902009891, -0.33987679231552509, 0.21483951974610413, -0.15681985625227821, 0.30273346971653031, 0.22610834662488352, -0.014170757610194942, 0.18960058790786033, 0.24566714359687045, -0.085883015768932008, 0.18686912356340768, 0.066779682805523294, -0.37532035452094098, 0.080703899978106217, -0.032447959345828878, 0.058382861460863342, -0.023319062247951237, -0.40956432904935602, -0.01608528454508823, -0.095384059874965579, -0.20885085467872386, -0.43552356374756879, -0.14024027321132718},
{0.0013180804277551706, -0.079326904334723669, 0.11909553502610844, 0.10954543661551872, 0.27221257759423301, -0.052271882213695289, 0.0067226284667136378, 0.3557277742641044, -0.33815173172080804, 0.24933528293712962, -0.08638252511442715, -0.14156501945459604, 0.14747095039235819, -0.052585442501762988, -0.14502127752066371, 0.05444158352242072, 0.036071717488713032, 0.23848438748336312, -0.11502141134643604, -0.11511239408488715, 0.024694674905580413, 0.20202722252166874, 0.13031512100196069, -0.057695944026434992, -0.11599409365037572, 0.20067100959838077, 0.0096694033860478361, -0.126609838893875, -0.28096202066575121, 0.099980204706508299},
{-0.19777089180028654, 0.18952472804883594, -0.15296692277676424, -0.26442043526122994, -0.064200785279210665, -0.029600839666396494, 0.055186936826236779, 0.0035117662349160466, -0.068798154794258312, -0.041964767217257941, 0.16167015148051891, 0.14324224634895363, -0.023853852628542022, 0.052036068358180677, 0.26747812955101041, 0.088649391003309264, -0.018259858089948941, -0.12660341009676021, 0.085328765498672771, -0.26188269170123457, 0.035801335194685334, -0.13713470567881791, 0.13288931778541374, 0.15789649354688515, -0.2301609470531871, 0.082014223557802968, 0.0050732195769704821, -0.02423952151953114, -0.2133734570697006, -0.036490088845689377},
{0.14151664978117917, 0.020615352648326504, 0.14311026330067897, 0.18262918947020773, -0.021860694616307037, 0.16593961234762022, -0.16722178754790668, -0.013988479261012036, 0.24592014112039676, -0.16836199891723311, -0.12961063825911112, 0.0055918991601463476, 0.094647566951348072, -0.09409269181850767, -0.25974776360876006, -0.13344442402692669, 0.064903661235810747, -0.20665284418889074, -0.30013624360773683, 0.088195320491353479, -0.21111403880407628, 0.062006357922876995, -0.097659985430741753, -0.1547866294264095, -0.016411607091077134, -0.051160710500618017, -0.097426733598166074, 0.17275291963157552, 0.047469469228532346, 0.10196746140494307}
},
{
{-0.13454337682915826, 0.0016515277206081579, -0.082308770904138226, -0.017417515560949507, -0.022009112590050058, 0.092360779998791998, -0.17711501001061639, -0.0081047174537116802, 0.17284159531012977, -0.1441661134970241, -0.16744958020433193, 0.063727421829131936},
{-0.015098836960495346, -0.066079826888575818, -0.031295675446077378, 0.15762520449177614, 0.11197271797801975, 0.048721713188078913, 0.052208507383306582, 0.0072987632279308537, -0.15323338903421313, -0.047994320443122379, 0.097518355871162796, 0.07246746713678888},
{-0.10262159552735611, -0.0021994035888361608, 0.076615282634745874, -0.10397658888159408, -0.10533838304305565, 0.035863644788155027, 0.15257641427972646, -0.12768817422780263, 0.098384620288938088, -0.063087576359147954, 0.007048537786084056, -0.11247162999297892},
{0.065312160067096905, -0.14944321712202258, -0.094971146093961109, 0.14931716064366504, -0.12648576020989494, -0.066172961991119841, 0.17165138366528479, 0.12184348815051843, -0.091230395539479911, 0.028034580425119627, -0.10205329801127945, -0.056279684118283185},
{0.15872740323375809, -0.1556448311054133, -0.066625141211129849, 0.13176738150666134, 0.042485146592795044, -0.13969228018619947, 0.12560204583267559, 0.028399778334256307, 0.098266559714474747, 0.094298021241146154, -0.15007865988435309, -0.13119398158006909},
{0.0070898566278473386, -0.04230530601466187, 0.055523981671069332, 0.0021747781110259086, -0.18225322060751784, 0.0095388719954982212, -0.016157232049715756, -0.061646190133693532, 0.091013821616672666, 0.072953395854334011, 0.075388998056947723, -0.1016366905589814},
{-0.16995023599361714, 0.15110476514092572, 0.066218274635239605, 0.11595705846653047, 0.083011001521573966, 0.032129008452709544, -0.1745103587015279, 0.17778453057015867, 0.066334963939510827, 0.15892776225937894, -0.086986185872424598, 0.031408524135849568},
{0.010844977163744831, -0.012982549126152284, -0.040996910367718166, -0.01378618428617453, -0.030043051186998595, 0.074121253215311031, 0.075567437598970902, -0.18196898311756127, -0.16929460902494373, -0.050359939344078092, -0.04441438570829305, -0.17295629200071247},
{-0.17976320572984889, -0.16428610073706845, -0.1287027499689575, 0.048469320249336839, 0.06593191443516358, -0.12353418229258176, -0.023136366958959209, -0.17185508017540266, -0.10163272595955523, -0.016405242908755398, -0.097637896011137357, 0.095794442939806754},
{-0.15816685173984163, 0.098664750355619946, 0.12618638941565846, 0.11856272214143083, 0.12284317133116052, 0.13153582623569382, 0.091911530648296866, -0.0037786638077802795, 0.055729645627229929, -0.094777737479666196, -0.011137575291985608, -0.15433933713387524},
{0.068199751808572753, -0.13679722307903636, 0.16629179151502871, 0.073835428597547451, 0.1200271735092244, 0.020753493498258769, 0.071451923928056341, 0.087255390277155773, -0.046934073376384326, -0.028635428136741109, 0.17426279721778298, 0.1553717445544831},
{0.15717318524557314, 0.068814146312535934, -0.12847688420496631, 0.16592886194340659, -0.15272783091881523, -0.067184620865975611, 0.092697568485331561, 0.013242751707056058, -0.097242115856909159, -0.076766433192386185, -0.17007037393413219, -0.025397528747505501},
{0.0098329993500960045, 0.047302568188561808, -0.033313693197896337, -0.076930845346200358, 0.047312945094948974, 0.010424353486413797, -0.18102087276184481, -0.13784099337245942, -0.12198601613516886, -0.10356113572159378, -0.17102133260349917, 0.1209575813316746},
{0.056203258409371223, 0.082308824265893338, 0.023697647528703441, 0.0052707948478970318, -0.10459791978484642, 0.032176553896993053, -0.15339266559217837, -0.11382558513931305, -0.12423892238425124, 0.010019339843981036, 0.033443282448991835, 0.037112819290710586},
{0.073464417976715893, 0.14188651124291068, -0.0041938936554658532, -0.031392359462496744, -0.040596013732360409, -0.025250816100494195, 0.14726477047900569, 0.041672747719201444, 0.059151666833681942, 0.13278355923214161, -0.062228997874405258, 0.007060740663557297},
{0.095741187360595809, -0.070721268081261238, 0.16836813990694646, 0.13750235918424544, 0.16342035071636263, -0.047386664135202435, 0.090074488986564477, -0.13659002266473574, 0.16400900109902686, 0.077252413365502634, 0.013338237934716789, -0.12363214918449804},
{-0.16524259605992939, 0.0048468707366513515, -0.10963316987334969, 0.083891991405730323, -0.084270861218111115, -0.019401814589972345, -0.18025852807944115, 0.1657877659339449, 0.044199617351537608, -0.042787537334508748, -0.035207209205431612, 0.027152535798969892},
{-0.062719992626329699, 0.12633460337641136, 0.047202421969695221, 0.078741447500549802, -0.078859254603828366, -0.04095824785932152, 0.0067473659654906934, 0.12345726309604514, -0.17602177363128518, -0.014692559275791254, 0.17049129951175607, 0.011475625803154295},
{0.093627871490455331, 0.12470205394708951, 0.055230057393787481, 0.075416092204618868, 0.10365291659244584, -0.15399650286949018, 0.016074821772365432, -0.087995575289486441, 0.08101606656646318, 0.10784752519739646, 0.1341972215029075, 0.06099777663133131},
{-0.049171365050873619, -0.030893518410780512, 0.1106666110150477, -0.17560262570709767, -0.07954542374054778, -0.08985487830069662, -0.10376571281782568, -0.027628632160371695, -0.16296776640342325, -0.18139520186391231, -0.12838966982794239, 0.017795974954801636},
{0.17620245129907142, -0.011714920650403325, -0.0086058887796767909, 0.0091241104677913243, -0.17844208418050195, 0.064352624901830857, 0.046323222853649419, 0.14529773593359879, 0.0070016704664676004, 0.06013585864444948, 0.050946705296914384, 0.061332306422733823},
{0.092512470678439512, -0.11745811521166784, -0.10835765714986394, -0.15876874937226779, 0.17645276474266125, 0.083475971777220298, 0.076432801195633268, 0.09516398045067144, -0.15870945115313301, -0.11435543477287022, 0.15771295837493837, 0.026138272662187732},
{-0.15603305407984353, 0.026164637452537165, 0.1466704240849093, -0.0040373873275835002, 0.11674746246504693, 0.16240076925287286, -0.080227141963422399, -0.017581444989795983, 0.17424157570089896, -0.13363001146262835, 0.11517026750630135, -0.021429383707086646},
{0.14047518165698805, -0.17050466127410319, -0.1307154372882158, 0.066474939680793765, -0.037192665553215501, 0.16072484665428149, -0.046771969355636316, 0.060433317149123818, -0.062419885524482285, 0.16287245001486381, 0.026585182993419304, 0.00083061339048706609},
{-0.023219271732755221, -0.00055498205088918065, -0.032749048967188041, 0.15213318856589414, -0.11798660730557593, -0.014447397346271058, -0.069316503039912922, -0.10605285117795257, 0.08883108812747946, 0.038706201063991599, 0.16258241208910079, -0.17101484860596802},
{-0.0081312097069808267, 0.090663657297171948, 0.14081887475925661, 0.14241468591125736, -0.12497890241308224, 0.058918696907519691, -0.14467277657824895, 0.017152785050031451, -0.11999530003657342, -0.055688169110795577, -0.12582506076096353, 0.0080564379423760796},
{-0.082192400820153777, 0.14267715514640852, -0.12334764880959175, -0.13174735867589879, -0.088669469858162459, 0.038574165847205459, 0.10073725286601652, -0.11831747209870919, 0.1605650150063323, 0.0035266861616368409, -0.057104321013748516, -0.16977226387420991},
{-0.12177435281262874, 0.12489520763554503, -0.049171234450032311, 0.17868991998629946, -0.14546146290099832, -0.12765810200442529, -0.16238922555538282, -0.024863579708361058, -0.089476877807362451, 0.12208314319246266, -0.14732339236819886, -0.14343739426865132},
{0.14520354558465076, -0.10488831672644798, -0.1332392201036933, -0.0197094579092916, 0.049191853679562129, -0.057029764097937592, -0.12405042526758621, 0.068434095304063122, -0.13735100795988361, -0.06228179186101003, -0.17439302255173914, 0.01892543062180831},
{-0.16045922025489762, -0.1349488835662635, -0.016319472389856524, 0.0053528770484874569, 0.10763471722493602, 0.0083281994116633749, -0.074117046018815302, 0.12276527760529858, -0.1241200798766154, 0.048113144903437037, 0.13031273329208082, 0.040571841606552146}
}
};
vector<vector<double>> layerBiases =
{
{-0.0097332032966729095, 0.13885795523219305, 0.083981510394558936, 0.098428976715001226, -0.39949632550050818, -0.084466226991477211, 0.18563090098847163, 0.17191074682104687, 0.54742876075632141, -0.088611795207560809, 0.11036177506778717, 0.021760340070861754, 0.035850431461568022, -0.55400770684229583, -0.041686352261313425, 0.083822411655995105, -0.11238768175158889, -0.035808927982887304, 0.26434143269134436, -0.097783864042077923, -0.22115758170120439, -0.091824924938661803, 0.060302360168878147, 0.014760117135130186, -0.039450322070333228, -0.12995291607888934, -0.15934390688028821, 0.0076632218892728581, 0.29780248309025609, 0.11901779248939055, -0.08990186692602721, 2.1216667593768079, -0.092555214236932568, -0.1043590716042026, -0.26382283060648465, 0.065849423203076296, 0.10720185346590376, 0.50397610497857348, -0.12013681467151305, -0.039786536488485506},
{0.1615370182337425, 0.36209151471768214, -0.32198803438702978, 0.23131926249700349, 0.10622330923532418, -0.28829403607511678, 0.18164300378024201, 0.31672364799597524, -0.13504102595081285, 0.028837677217985459, -0.14281956607132235, -0.13182196549761183, 0.15427200849888781, -0.12885057596729424, -0.17285719913834338, 0.15373468026692222, -0.17343593268657842, 0.21313369554146502, 0.11772845806028456, -0.3263971649359082, 0.3035701175975134, 0.089261385084562786, 0.19223585631938955, -0.05457062854242517, -0.43415553484003855, 0.13424508018047968, -0.013855907247874853, -0.17960247309856731, -0.3430267090741973, -0.23395981797208998},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}
};
double activation_function(double weightedInput){
return ((double)2 / ((double)1+exp(-2*weightedInput))) - 1;
}
class Layer{
public:
int nodesIn;
int nodesOut;
vector<vector<double>> weights;
vector<double> biases;
Layer(){}
Layer(int _nodesIn, int _nodesOut){
nodesIn = _nodesIn;
nodesOut = _nodesOut;
weights = vector<vector<double>>(nodesIn, vector<double>(nodesOut));
biases = vector<double>(nodesOut);
set_random_weights();
}
vector<double> calculate_outputs(vector<double> inputs){
vector<double> outputs(nodesOut);
for(int outI = 0; outI < nodesOut; outI++){
double weight = biases[outI];
for(int inI = 0; inI < nodesIn; inI++){
weight += inputs[inI] * weights[inI][outI];
}
outputs[outI] = activation_function(weight);
}
return outputs;
}
private:
void set_random_weights(){
uniform_real_distribution<double> unif(-1, 1);
default_random_engine re;
for(int outI = 0; outI < nodesOut; outI++){
for(int inI = 0; inI < nodesIn; inI++){
double randomVal = unif(re);
weights[inI][outI] = randomVal / sqrt((double)nodesIn);
}
}
}
};
class Network{
public:
vector<Layer> layers;
Network(){}
Network(vector<int> layerSizes){
layers = vector<Layer>((int)layerSizes.size()-1);
for(int i = 0; i < (int)layers.size(); i++) layers[i] = Layer(layerSizes[i], layerSizes[i+1]);
}
vector<double> calculate_outputs(vector<double> inputs){
for(Layer& layer : layers){
inputs = layer.calculate_outputs(inputs);
}
return inputs;
}
};
double to_celcius(double val){
return val * 40;
}
double from_celcius(double val){
return val / double(40);
}
int main()
{
ios_base::sync_with_stdio(false);
cin.tie(NULL);
Network network = Network(layerSizes);
for(int i = 0; i < (int)network.layers.size(); i++){
Layer& layer = network.layers[i];
layer.weights = layerWeights[i];
layer.biases = layerBiases[i];
}
int n; cin >> n;
for(int i = 0; i < n; i++){
vector<double> inputs(24);
for(int i = 0; i < 24; i++){
double x; cin >> x;
inputs[i] = from_celcius(x);
}
vector<double> res = network.calculate_outputs(inputs);
for(int i = 0; i < 12; i++){
cout << to_celcius(res[i]) << " ";
}
cout << "\n";
}
return 0;
}
