layers = {"0": {"config": {"units": 24, "activation": "relu"}, "weights": [[0.09403373301029205, 0.16429796814918518, 0.24153448641300201, 0.23201018571853638, -0.16742779314517975, -0.2551163136959076, 0.31295347213745117, -0.13471809029579163, 0.22594770789146423, -0.22365419566631317, -0.15016449987888336, -0.18022969365119934, 0.249587744474411, 0.192961648106575, 0.3599441349506378, 0.058112431317567825, 0.12562142312526703, -0.07692316174507141, -0.1257777065038681, 0.26389285922050476, -0.08095560222864151, 0.33546513319015503, -0.20416536927223206, -0.30306610465049744], [0.31209245324134827, 0.29788193106651306, -0.10445339232683182, -0.15720443427562714, 0.11115910112857819, 0.40501469373703003, -0.15926891565322876, -0.0854671522974968, -0.17230349779129028, -0.24555668234825134, 0.238507479429245, 0.019708508625626564, 0.14141419529914856, -0.11100147664546967, -0.18554933369159698, -0.3826403021812439, -0.2579549252986908, 0.22963450849056244, -0.12137379497289658, 0.028585966676473618, -0.04520873725414276, -0.28267553448677063, 0.07690685242414474, 0.45245563983917236], [0.34409621357917786, 0.2897724211215973, 0.2396724373102188, 0.06370915472507477, -0.16908833384513855, 0.07302260398864746, 0.22836248576641083, -0.41068729758262634, -0.03863973170518875, -0.2651602029800415, -0.11494168639183044, -0.03397766873240471, 0.02634245529770851, -0.467635840177536, 0.17010754346847534, -0.13934201002120972, 0.05380691960453987, 0.2323233187198639, -0.05970797315239906, 0.17404285073280334, -0.11207452416419983, 0.3099014461040497, 0.2813488841056824, 0.3209865093231201], [0.11307420581579208, 0.09697852283716202, -0.15193790197372437, -0.15633456408977509, 0.10183150321245193, -0.18758830428123474, 0.23413632810115814, -0.29409563541412354, -0.19718728959560394, 0.15420210361480713, 0.2339925765991211, -0.2151864469051361, -0.0796065703034401, -0.19327960908412933, 0.21724149584770203, -0.05620644614100456, 0.42956817150115967, 0.03610162064433098, 0.29840824007987976, -0.012368912808597088, 0.08408841490745544, 0.2814764976501465, -0.04719402641057968, 0.12023915350437164], [0.2811402380466461, -0.013301814906299114, -0.3328816294670105, -0.262083500623703, -0.14102162420749664, 0.01913314312696457, -0.3062722980976105, -0.20126324892044067, 0.3155069351196289, 0.24701207876205444, -0.16260917484760284, 0.220187246799469, 0.08222350478172302, 0.34623396396636963, -0.20800471305847168, 0.0051189386285841465, -0.3192202150821686, -0.31162726879119873, -0.34327173233032227, -0.08539807796478271, 0.34018009901046753, 0.17869845032691956, 0.16212280094623566, -0.42681077122688293], [0.17537660896778107, -0.06384295970201492, -0.21869882941246033, -0.24326191842556, -0.1754869967699051, -0.078400619328022, 0.08685415983200073, 0.21877320110797882, 0.2607687711715698, 0.17649291455745697, 0.17635183036327362, -0.13984492421150208, 0.2536322772502899, 0.32930558919906616, 0.08934278786182404, 0.2030625343322754, -0.017768215388059616, -0.21714094281196594, 0.2072957158088684, 0.16953368484973907, 0.3261423707008362, 0.1541064828634262, 0.10257218778133392, -0.41595640778541565], [-0.28791019320487976, 0.3091689944267273, 0.2981317341327667, 0.30916517972946167, -0.24083812534809113, -0.2693437337875366, -0.1544826477766037, 0.010542954318225384, -0.3707644045352936, -0.04425368830561638, -0.3690660297870636, 0.0473952442407608, -0.24539479613304138, -0.3470101058483124, 0.29054537415504456, 0.08654198050498962, -0.10678311437368393, 0.08190085738897324, -0.09889256209135056, -0.04524267464876175, 0.013394035398960114, -0.04584818333387375, -0.050793059170246124, 0.3769628703594208], [0.040547579526901245, 0.1058482676744461, -0.1618092656135559, 0.30148595571517944, -0.0028609721921384335, 0.34845736622810364, 0.19734437763690948, 0.10949116945266724, 0.007429942954331636, -0.1650371551513672, 0.3684704601764679, -0.12249937653541565, 0.04994970187544823, 0.12337043136358261, -0.30108731985092163, 0.23351013660430908, 0.24680155515670776, 0.3798254132270813, -0.041890595108270645, 0.19119496643543243, 0.19566114246845245, 0.1643381118774414, 0.15245544910430908, 0.09682024270296097], [0.04273208975791931, -0.1355160027742386, 0.06530594080686569, 0.1198946014046669, 0.18681694567203522, 0.18447400629520416, 0.2245614230632782, 0.3000214695930481, -0.2449120283126831, -0.009758436121046543, 0.16263648867607117, -0.07597298175096512, -0.2784733772277832, 0.08168473839759827, 0.1497710645198822, 0.3996905982494354, -0.09261741489171982, 0.15148071944713593, 0.1326354295015335, 0.23406516015529633, -0.4157143533229828, 0.29343950748443604, 0.33078134059906006, -0.08838174492120743], [-0.12836863100528717, 0.031463250517845154, -0.02420378103852272, 0.03793245926499367, -0.1501210331916809, 0.015220306813716888, 0.3182787597179413, 0.23214229941368103, 0.13601823151111603, -0.05868258699774742, -0.12542788684368134, -0.12037983536720276, -0.11232426762580872, 0.10028503090143204, -0.22589260339736938, -0.1298631727695465, -0.10870158672332764, -0.3028828799724579, -0.3537856340408325, -0.41861480474472046, 0.2323930561542511, 0.12276525795459747, 0.08018821477890015, 0.33340325951576233], [0.12040738016366959, -0.06897284835577011, 0.12311102449893951, 0.046985626220703125, 0.19529621303081512, 0.18133196234703064, 0.02581111527979374, -0.44935980439186096, -0.06961101293563843, -0.2315937876701355, 0.2804044783115387, -0.12786290049552917, 0.08542651683092117, 0.17724473774433136, -0.14869073033332825, 0.0887097418308258, -0.2785569131374359, 0.1564602255821228, 0.11127997934818268, 0.339718222618103, -0.19499710202217102, -0.1116693839430809, 0.11714369803667068, -0.8448172807693481], [-0.04758176580071449, -0.15967519581317902, -0.2374860644340515, -0.3462408781051636, -0.18495850265026093, -0.055497657507658005, -0.3290879428386688, 0.14753928780555725, 0.1426793932914734, 0.31118372082710266, 0.3144187331199646, -0.09145071357488632, 0.07901156693696976, -0.2583945691585541, 0.1638873666524887, 0.2865446209907532, 0.3726455569267273, 0.3138497471809387, -0.008388380520045757, -0.07252299040555954, -0.0492098368704319, 0.014128988608717918, -0.12712985277175903, -0.36766284704208374], [-0.13492700457572937, 0.135518416762352, 0.03588065877556801, -0.26966145634651184, 0.2345140129327774, -0.16092504560947418, -0.05565841123461723, -0.07530795782804489, 0.23099128901958466, -0.139118954539299, 0.20422448217868805, -0.3200148344039917, 0.00795383844524622, -0.24099434912204742, 0.09454713016748428, -0.14203329384326935, 0.23975114524364471, -0.06593413650989532, 0.23580220341682434, 0.15265533328056335, -0.40042996406555176, -0.23438243567943573, -0.20196498930454254, 0.7935838103294373], [0.16021674871444702, 0.1957084685564041, 0.08287223428487778, -0.035413727164268494, 0.3662320375442505, 0.027903424575924873, -0.21255111694335938, -0.10225510597229004, 0.33426129817962646, -0.07839703559875488, 0.1273779720067978, 0.09085928648710251, 0.04582955315709114, 0.01158685889095068, -0.2377973347902298, -0.420440137386322, -0.29944223165512085, -0.32011500000953674, -0.06109540909528732, 0.11166241765022278, -0.21223631501197815, -0.19788214564323425, 0.35603567957878113, -0.07247359305620193], [-0.08122407644987106, 0.28137218952178955, -0.2492041289806366, 0.13771633803844452, -0.11513739079236984, 0.189255952835083, -0.01115419715642929, 0.26282912492752075, 0.06873470544815063, 0.20063602924346924, -0.30774807929992676, 0.07260211557149887, -0.20562335848808289, 0.10515125840902328, -0.2098914235830307, 0.0012098685838282108, -0.10599261522293091, 0.08102435618638992, 0.029306136071681976, 0.3334495425224304, 0.19887666404247284, 0.008365347981452942, 0.2992469072341919, 0.6650649309158325], [0.25614669919013977, -0.05960945412516594, 0.3591426610946655, -0.23463310301303864, -0.04572107642889023, -0.19161809980869293, 0.1885182410478592, 0.07510457932949066, 0.009475997649133205, -0.2896527647972107, -0.1267770528793335, 0.14321354031562805, -0.24377605319023132, -0.06150098517537117, 0.330476313829422, 0.08680857717990875, 0.27556660771369934, -0.14076657593250275, -0.25670546293258667, -0.28428810834884644, -0.09869562834501266, -0.17120163142681122, -0.036735206842422485, -0.5853798985481262], [-0.28498706221580505, 0.26675304770469666, -0.09501388669013977, 0.18967090547084808, -0.19738762080669403, -0.2790888249874115, 0.0352218858897686, 0.17019113898277283, 0.24469178915023804, 0.12644262611865997, 0.1664334386587143, -0.3650667667388916, -0.23671573400497437, -0.3698105812072754, -0.3105631470680237, -0.03498847037553787, 0.07162327319383621, 0.40542516112327576, 0.3556530177593231, 0.0847340077161789, 0.27003955841064453, 0.29655829071998596, 0.06189344450831413, -0.5568305850028992], [0.13787023723125458, -0.3510165214538574, -0.2745670676231384, 0.20307815074920654, -0.016449104994535446, -0.1349121481180191, -0.04440009221434593, -0.036375198513269424, 0.24056413769721985, 0.18258807063102722, -0.38086071610450745, -0.01631035842001438, 0.23904703557491302, 0.1300826370716095, -0.1663600504398346, -0.07739317417144775, 0.20399974286556244, -0.04555963724851608, -0.18071165680885315, -0.2866052985191345, 0.08025022596120834, 0.34609517455101013, -0.18250474333763123, -0.051319826394319534], [0.004048880655318499, -0.16522182524204254, 0.22603292763233185, -0.03393016755580902, -0.023625047877430916, -0.19472338259220123, 0.1290777325630188, 0.3048648238182068, -0.13812169432640076, 0.29199448227882385, -0.0879645049571991, -0.26725879311561584, -0.11232175678014755, -0.06228398531675339, 0.3085779547691345, 0.08569467067718506, 0.048083819448947906, -0.29110196232795715, -0.1433497965335846, -0.20220008492469788, 0.1982673704624176, -0.24235384166240692, -0.29726874828338623, -0.4297086000442505], [0.18682457506656647, 0.2324826866388321, -0.2551310956478119, -0.35687342286109924, 0.1090133860707283, 0.13883158564567566, -0.3184073269367218, 0.14234234392642975, 0.3278830647468567, -0.32889440655708313, 0.1684512495994568, -0.27709439396858215, -0.010294177569448948, -0.1845269799232483, -0.13567854464054108, 0.24124827980995178, -0.30193066596984863, 0.2845872938632965, 0.12169352918863297, 0.1913769394159317, 0.18566657602787018, -0.053083788603544235, -0.2620396614074707, -0.551027238368988], [-0.24838291108608246, 0.24840500950813293, 0.0053627993911504745, 0.0718914270401001, -0.15896408259868622, 0.11354908347129822, 0.38138630986213684, 0.262787401676178, -0.23223599791526794, -0.32441332936286926, 0.27169737219810486, 0.08183028548955917, 0.06758788228034973, 0.24666491150856018, 0.09420298784971237, 0.12489775568246841, -0.2352313995361328, -0.2915442883968353, 0.01306773442775011, 0.0028916001319885254, -0.36862698197364807, 0.03080640733242035, -0.03507484123110771, 0.47390812635421753], [-0.16584566235542297, 0.3596918284893036, 0.059440989047288895, 0.4245342016220093, -0.0014397412305697799, -0.046335089951753616, -0.20206505060195923, -0.18312771618366241, 0.11826138943433762, -0.16491539776325226, 0.10235437005758286, 0.10671675205230713, -0.0846237987279892, 0.2301553338766098, 0.2752617299556732, -0.015353018417954445, -0.354226291179657, -0.29997849464416504, -0.395980566740036, -0.404537171125412, 0.23978011310100555, 0.2596210539340973, 0.24066606163978577, 0.20144084095954895], [0.0709339827299118, -0.15884801745414734, 0.11070419102907181, -0.12260140478610992, -0.055928878486156464, -0.3348137438297272, -0.22268064320087433, 0.07093219459056854, 0.3143126666545868, 0.1690281331539154, 0.18985147774219513, -0.2695736587047577, 0.2828647792339325, -0.3169678747653961, -0.09767290949821472, -0.04158538207411766, -0.020590350031852722, 0.22278468310832977, 0.20015263557434082, 0.26238691806793213, -0.09780322015285492, 0.08576378226280212, 0.2369581162929535, 0.4803237020969391], [-0.24207229912281036, -0.38438504934310913, -0.21740072965621948, -0.2149905115365982, 0.050545550882816315, 0.31981760263442993, 0.17611652612686157, 0.21198955178260803, 0.17147701978683472, 0.03338770195841789, -0.14092203974723816, 0.14833086729049683, -0.15268835425376892, 0.07980408519506454, 0.1870787888765335, 0.30837419629096985, 0.12274935841560364, 0.3314943313598633, 0.3041403293609619, -0.24747632443904877, 0.18654027581214905, -0.10039354115724564, 0.1097249835729599, 0.4261436462402344]], "biases": [0.5278680324554443, -0.4522637724876404, -0.4374200999736786, 0.27516618371009827, 0.20468389987945557, 0.3744983971118927, -0.37157195806503296, 0.04055098816752434, -0.16820788383483887, -0.20170347392559052, 0.15468177199363708, 0.16076433658599854, 0.8382712006568909, 0.1600223183631897, -0.18191677331924438, 0.2836803197860718, 0.5562391877174377, -0.9476842284202576, 0.1824902892112732, 0.1040739119052887, 0.30460143089294434, -0.0702870637178421, 0.03938720375299454, 0.005720391403883696]}, "2": {"config": {"units": 18, "activation": "relu"}, "weights": [[0.13015921413898468, -0.1912170648574829, -0.2352769374847412, 0.379307359457016, 0.25943493843078613, -0.06886807829141617, 0.2917636036872864, 0.12860719859600067, 0.4023091495037079, 0.34233543276786804, -0.27535974979400635, -0.16320887207984924, 0.12268602102994919, 0.24449113011360168, 0.2939136326313019, -0.19701163470745087, -0.34619206190109253, -0.0003521174949128181, -0.1919885277748108, -0.05711192265152931, 0.13534407317638397, -0.06624092906713486, 0.2601892054080963, 0.2746783494949341], [0.046973567456007004, -0.1011643037199974, -0.17844447493553162, -0.06424912065267563, 0.23166552186012268, 0.2204078733921051, 0.16566956043243408, -0.1935141384601593, 0.3131103813648224, 0.21796546876430511, 0.4785689115524292, 0.038958217948675156, -0.028450602665543556, 0.280618816614151, 0.012933174148201942, 0.47779256105422974, -0.1495048850774765, 0.19830439984798431, 0.38501378893852234, 0.2217199206352234, -0.3173382878303528, 0.3743751645088196, 0.023958202451467514, 0.26946040987968445], [-0.1464352011680603, -0.2712896168231964, 0.004882079549133778, 0.25778302550315857, 0.3463759124279022, 0.41200685501098633, 0.12967710196971893, -0.03740701451897621, 0.2777054011821747, 0.2420845478773117, 0.383954256772995, -0.1816784143447876, -0.2861584424972534, -0.06122320890426636, -0.11340661346912384, -0.15625977516174316, -0.10072871297597885, -0.03463859483599663, 0.09937021881341934, 0.3624601364135742, -0.1086203083395958, 0.24471673369407654, 0.19289009273052216, 0.41403064131736755], [-0.2849493622779846, 0.008350132964551449, 0.08529453724622726, -0.4215553104877472, -0.12563616037368774, -0.32909515500068665, 0.027475228533148766, -0.691202700138092, -0.5860588550567627, 0.31776872277259827, -0.4038432240486145, -0.23238132894039154, -0.12909406423568726, 0.12850548326969147, 0.2248990833759308, 0.09286564588546753, -0.08035258203744888, 0.2418922781944275, 0.007239782717078924, -0.03545362502336502, 0.17034080624580383, -0.31808939576148987, -0.47886180877685547, 0.6329250931739807], [0.1275106519460678, -0.004124772734940052, 0.32663556933403015, 0.24764083325862885, 0.07878673076629639, -0.20766986906528473, -0.03576810657978058, 0.03104688972234726, -0.3161846995353699, 0.2365402728319168, 0.01716524548828602, 0.1892106831073761, -0.3752554953098297, -0.5345100164413452, -0.05237221717834473, -0.25479656457901, -0.05958782136440277, 0.1364203691482544, 0.30504703521728516, -0.45795759558677673, -0.3959716260433197, 0.3490481674671173, -0.31505489349365234, 0.04512482136487961], [0.08762268722057343, 0.16440241038799286, -0.37868815660476685, -0.053011853247880936, -0.14935950934886932, -0.1478986144065857, -0.39049792289733887, 0.3439870774745941, 0.04926187917590141, 0.23730485141277313, -0.11501151323318481, 0.2945219874382019, -0.3770057260990143, 0.29835444688796997, -0.2792549431324005, 0.333407998085022, 0.39195647835731506, 0.2893854081630707, 0.13599495589733124, 0.13679081201553345, -0.023819131776690483, 0.11724903434515, -0.13697542250156403, 0.3251573145389557], [0.24165569245815277, -0.3648144602775574, -0.0657496303319931, 0.1266540288925171, -0.25759848952293396, 0.24211767315864563, -0.17257249355316162, -0.14378975331783295, 0.19769378006458282, 0.12030397355556488, -0.21957620978355408, 0.09292124956846237, -0.3337193727493286, -0.06228997930884361, -0.2648037374019623, 0.3300677537918091, 0.4735102653503418, 0.03141326829791069, -0.24621982872486115, -0.143207848072052, 0.25460755825042725, 0.4069005846977234, -0.05578618124127388, -0.05231660604476929], [-0.07925764471292496, -0.21769443154335022, 0.033152684569358826, 0.056238021701574326, -0.19673871994018555, 0.24344433844089508, 0.07199127227067947, -0.15564724802970886, -0.08191496878862381, 0.023652445524930954, -0.3007233142852783, -0.17685478925704956, 0.1832767128944397, -0.2606086730957031, 0.10734698921442032, 0.3305738866329193, -0.5296791791915894, -0.3093443512916565, -0.030790548771619797, -0.22373081743717194, 0.227562814950943, 0.38957878947257996, 0.4165721535682678, -0.04851981997489929], [-0.8369054794311523, 0.3598612844944, -0.7144514322280884, -0.9027537703514099, -0.14373303949832916, -0.05675838142633438, -0.13843673467636108, -0.6990491151809692, -0.8724357485771179, 0.16394652426242828, -0.36140742897987366, -0.08663913607597351, -0.2873551547527313, 0.3274003267288208, -0.25145089626312256, -0.0028866720385849476, -0.4616534411907196, 0.07456295192241669, 0.10490074008703232, 0.2855447828769684, -0.09816526621580124, 0.4382229149341583, 0.8393930196762085, -0.578883945941925], [-0.37553685903549194, 0.09002676606178284, 0.04255369305610657, -0.16450217366218567, -0.2849805951118469, -0.4797120988368988, 0.2603468894958496, -0.21365559101104736, 0.0918610617518425, 0.053198691457509995, -0.2790195047855377, 0.23718123137950897, -0.00873018242418766, 0.24520350992679596, 0.4961983561515808, -0.1207629144191742, -0.1012415885925293, -0.24588647484779358, 0.2642972767353058, -0.2522985637187958, 0.24032160639762878, 0.36422622203826904, 0.3139285743236542, 0.35531437397003174], [0.08071029931306839, 0.4695168435573578, -0.02367495745420456, 0.29830506443977356, -0.20361384749412537, -0.25661417841911316, 0.2459905445575714, 0.0434420071542263, -0.0655079185962677, -0.3509133756160736, 0.4039612114429474, -0.2501826286315918, 0.5462146997451782, -0.11254013329744339, 0.3571885824203491, 0.18583030998706818, 0.3157564699649811, 0.032523855566978455, -0.14028960466384888, -0.056894030421972275, -0.25144627690315247, -0.21833115816116333, -0.001007614191621542, 0.15886232256889343], [0.20055809617042542, -0.5407556891441345, -0.5335942506790161, -0.47938981652259827, 0.13712482154369354, -0.3486136496067047, -0.15957841277122498, -0.0683017149567604, -0.028253735974431038, 0.09396649897098541, -0.012012138031423092, -0.40339937806129456, -0.7877328991889954, -0.02281065843999386, 0.1545340120792389, -0.14390742778778076, -0.019707977771759033, -0.7032659649848938, -0.38457924127578735, -0.47936931252479553, 0.39922475814819336, 0.10933061689138412, -0.2342107743024826, 0.08798854053020477], [-0.13120125234127045, 0.21730206906795502, 0.2889237701892853, 0.3079017102718353, -0.25143495202064514, 0.18945840001106262, -0.4172678291797638, -0.09967421740293503, 0.31442445516586304, -0.20057708024978638, -0.1607608199119568, 0.5489704608917236, 0.16296161711215973, 0.4464186728000641, -0.17543870210647583, 0.18730589747428894, 0.0390765480697155, -0.0760880559682846, -0.10378111898899078, 0.16569669544696808, 0.11945497244596481, 0.08111054450273514, -0.2520364820957184, -0.3773840665817261], [0.2974757254123688, -0.31557831168174744, -0.9028834104537964, -1.0231989622116089, -0.12812532484531403, -0.6391727328300476, -0.11331304162740707, 0.40996408462524414, -0.1915484517812729, -0.22423461079597473, 0.355557382106781, 0.10376555472612381, 0.08097174763679504, -0.17543894052505493, -0.08225695043802261, 0.17360389232635498, 0.6895216703414917, -0.17630702257156372, 0.19070634245872498, 0.4742095172405243, -0.030493879690766335, -0.2656781077384949, -0.5645754933357239, -0.02372955158352852], [0.31283485889434814, 0.22359809279441833, -0.7883994579315186, -0.6965765357017517, 0.2089346945285797, 0.01959245465695858, 0.11895360052585602, -0.14442482590675354, -0.19244909286499023, -0.41453903913497925, 0.2878282070159912, 0.24099348485469818, -0.14216715097427368, 0.1081550344824791, -0.3231784701347351, 0.04217948392033577, -0.0510428361594677, 0.004207291640341282, -0.24751031398773193, 0.09626103937625885, -0.4989623725414276, 0.500098705291748, -0.303744375705719, 0.10108084976673126], [-0.026729825884103775, 0.021113000810146332, 0.3016786575317383, 0.18059343099594116, 0.24409382045269012, 0.058658402413129807, -0.3889611065387726, 0.15980488061904907, 0.06481193751096725, 0.01637955754995346, -0.3346906304359436, 0.05254368111491203, 0.42263415455818176, 0.023205120116472244, -0.03851951286196709, 0.02353559620678425, -0.10977080464363098, -0.1559785008430481, -0.03499684855341911, -0.09638982266187668, 0.40486034750938416, -0.003960111178457737, 0.3045536279678345, 0.3920791745185852], [0.35116034746170044, 0.17134922742843628, -0.25580093264579773, -0.39794549345970154, 0.1591111123561859, 0.13394777476787567, -0.4529281556606293, -0.1592060625553131, -0.0664222314953804, 0.17627142369747162, -0.06489532440900803, 0.23298770189285278, -0.02740330994129181, -0.40607020258903503, 0.294913113117218, 0.031802233308553696, -0.24706289172172546, -0.07393516600131989, -0.11244633793830872, -0.1169893741607666, -0.3654361665248871, 0.01480647549033165, 0.049723152071237564, -0.6165021061897278], [0.2837181091308594, -0.14407038688659668, -0.01200594287365675, -0.13588270545005798, -0.19017328321933746, 0.02629757672548294, 0.01932157203555107, 0.34372633695602417, 0.1376098245382309, 0.4606632888317108, 0.2902861535549164, 0.10331174731254578, 0.23842614889144897, 0.11976174265146255, 0.20121139287948608, -0.22149410843849182, -0.48878219723701477, -0.217915341258049, 0.146259605884552, -0.4301092028617859, 0.05406821891665459, 0.5716559290885925, 0.2761014401912689, 0.09734700620174408]], "biases": [0.2106238156557083, 0.16971658170223236, 0.1837121844291687, -0.45016980171203613, -0.35099348425865173, 0.40928807854652405, 0.375678151845932, -0.10024484246969223, -0.7215894460678101, -0.021470777690410614, -0.2117084115743637, 0.4492177367210388, 0.07238361239433289, 0.5459919571876526, -0.028655920177698135, 0.4731387197971344, 0.12648724019527435, 0.03011224791407585]}, "4": {"config": {"units": 18, "activation": "relu"}, "weights": [[0.03133540600538254, 0.49469372630119324, 0.45019182562828064, -0.021587928757071495, 0.15508168935775757, 0.04055619239807129, 0.07267151027917862, 0.34668782353401184, 0.10214640200138092, -0.02170628309249878, 0.12224392592906952, -0.8388268947601318, -0.14181622862815857, 0.3046197295188904, 0.18786117434501648, -0.021604768931865692, -0.3667391240596771, -0.04379808530211449], [-0.3023340404033661, -0.17588169872760773, -0.05792483687400818, 0.3668065369129181, -0.4558512270450592, -0.23580795526504517, 0.2462916523218155, 0.435795396566391, -0.23580889403820038, 0.6174291968345642, 0.18785536289215088, -0.5833160281181335, 0.21945099532604218, 0.06904919445514679, -0.4676128923892975, -0.0008233580738306046, 0.4213505983352661, 0.14429181814193726], [-0.1727900207042694, -0.005429124925285578, 0.1443452686071396, -0.05566111579537392, 0.29512691497802734, -0.141559436917305, -0.6249892711639404, 0.22161583602428436, -0.27881675958633423, 0.2703433036804199, 0.4283340871334076, -0.5189872980117798, 0.270332932472229, 0.6401118040084839, -0.032366979867219925, -0.011700144968926907, -0.09079223871231079, -0.27256056666374207], [0.3131539821624756, -0.037647638469934464, -0.2259545922279358, 0.009570878930389881, 0.257171094417572, 0.14694634079933167, -0.11273803561925888, 0.21858669817447662, -0.07698027789592743, -0.11854176223278046, 0.2636023461818695, 0.7508763670921326, -0.2887578010559082, -0.12800626456737518, 0.13572080433368683, 0.22168654203414917, 0.7382316589355469, -0.2018212378025055], [-0.16806857287883759, 0.022823208943009377, -0.022935815155506134, -0.8418582677841187, 0.2470175325870514, 0.2616814076900482, -0.6266075968742371, -0.2846241295337677, -0.6687809824943542, 0.26881590485572815, -0.5191345810890198, 0.8055365085601807, -0.4752993881702423, -0.29662665724754333, -0.48910608887672424, 0.14042726159095764, 0.46862635016441345, 0.062246400862932205], [-0.334138423204422, 0.20180678367614746, 0.044466640800237656, 0.06278258562088013, -0.46403107047080994, 0.44119060039520264, -0.0658419132232666, 0.8063876032829285, 0.2063523530960083, 0.04941442236304283, -0.1495121717453003, -0.690114438533783, -0.2775075137615204, 0.5297956466674805, 0.3389512300491333, -0.3069460690021515, -0.502410888671875, 0.07692743837833405], [0.2642044425010681, -0.13752174377441406, -0.10586576163768768, -0.0036453071516007185, 0.3327607214450836, -0.3153713047504425, -0.2598669230937958, -0.1110115647315979, 0.14658519625663757, 0.31160998344421387, 0.3041297495365143, 0.7330727577209473, -0.12913185358047485, -0.07635046541690826, -0.15891027450561523, 0.1753585934638977, 0.24745436012744904, 0.08885373920202255], [0.163161039352417, 0.15732033550739288, -0.38770079612731934, 0.05703802406787872, -0.2284485250711441, 0.019850926473736763, 0.12051980942487717, 0.19640375673770905, -0.2364075928926468, 0.45052003860473633, 0.06550673395395279, 0.4682685434818268, 0.33145198225975037, -0.48137661814689636, 0.09089608490467072, 0.26698189973831177, 0.046632010489702225, 0.29511788487434387], [0.33982977271080017, -0.23067162930965424, -0.0868290439248085, -0.2771468758583069, 0.09628487378358841, 0.2699035704135895, -0.1039268746972084, -0.018724726513028145, 0.10792894661426544, 0.22800511121749878, 0.40651148557662964, 0.5183668732643127, -0.06241556629538536, 0.33289843797683716, 0.13428574800491333, 0.4243554174900055, -0.24604041874408722, -0.22731642425060272], [-0.25450074672698975, 0.42879611253738403, 0.02196265012025833, 0.07560160756111145, -0.32625266909599304, 0.3494327962398529, 0.3855665624141693, -0.36108505725860596, -0.3187173902988434, 0.1534431129693985, -0.0916299894452095, -0.918382465839386, 0.32499048113822937, 0.3393467664718628, 0.07744504511356354, 0.18419761955738068, -0.4122701585292816, -0.13143610954284668], [0.2607191205024719, 0.20060765743255615, -0.11583336442708969, 0.37934350967407227, -0.2514570951461792, -0.1322478950023651, -0.36672040820121765, -0.11270103603601456, -0.1038903072476387, -0.07107251137495041, -0.32916274666786194, 0.03833439201116562, 0.11336952447891235, -0.25283515453338623, -0.2513920068740845, 0.28342944383621216, 0.4883030951023102, -0.20737963914871216], [0.285927951335907, 0.28414517641067505, 0.045525163412094116, -0.34254616498947144, -0.4060949683189392, 0.3125151991844177, 0.34429067373275757, 0.1696764975786209, -0.3411098122596741, -0.20054565370082855, -0.262142151594162, -0.917212188243866, 0.0733669176697731, 0.04992150142788887, 0.4148191511631012, -0.23700977861881256, -0.6368720531463623, 0.3164491355419159], [-0.2192910611629486, 0.1462939828634262, 0.31730836629867554, 0.10135183483362198, 0.25375059247016907, 0.18895331025123596, 0.025852903723716736, 0.1463441699743271, -0.2274969071149826, 0.09039418399333954, 0.10799472033977509, 0.04794161766767502, -0.0016383945476263762, -0.005685525480657816, -0.4302503764629364, -0.2926075756549835, 0.4573303461074829, 0.21655116975307465], [0.4029020667076111, 0.09275523573160172, 0.26921525597572327, -0.45318248867988586, 0.267261266708374, -0.36522310972213745, -0.0018876934191212058, 0.10118157416582108, 0.04445960745215416, 0.23151390254497528, 0.020481416955590248, 0.9505103826522827, -0.36871230602264404, -0.15944844484329224, -0.034838516265153885, 0.22904177010059357, 0.23320768773555756, 0.4308324456214905], [0.30868643522262573, -0.13513298332691193, 0.11711043119430542, -0.18627388775348663, 0.3421313762664795, -0.009851858019828796, -0.47757747769355774, 0.09340670704841614, -0.1063765212893486, 0.21317507326602936, 0.1273617148399353, 0.5659571886062622, 0.3174138367176056, 0.21534904837608337, -0.20614539086818695, -0.18262608349323273, 0.4573062062263489, 0.21834206581115723], [-0.0067924754694104195, 0.17728032171726227, -0.3036426901817322, -0.03062177076935768, 0.4856486916542053, -0.53318852186203, 0.29971975088119507, -0.6804139018058777, -0.2647048830986023, -0.0959111750125885, 0.3248765170574188, -0.49713656306266785, 0.1007920503616333, -0.19700103998184204, -0.6781457662582397, -0.6661704778671265, -0.11184282600879669, -0.6324570775032043], [-0.36446383595466614, 0.12073103338479996, 0.14818373322486877, 0.18949101865291595, -0.7935726046562195, -0.07931206375360489, -0.12586461007595062, -0.23158466815948486, 0.3888750374317169, 0.5480811595916748, 0.47362396121025085, -0.7636366486549377, -0.1520346999168396, -0.0899876281619072, 0.6430276036262512, -0.30244794487953186, -0.32929080724716187, 0.3913745582103729], [-0.3574754595756531, -0.09670882672071457, 0.28510817885398865, -0.35977903008461, 0.3665596842765808, -0.0012903953902423382, -0.09571026265621185, -0.11421345919370651, 0.2460668683052063, 0.2781093120574951, 0.035144977271556854, 0.7092881798744202, -0.09042681753635406, -0.33508428931236267, -0.22869041562080383, 0.31741994619369507, 0.3305239677429199, 0.22873279452323914]], "biases": [0.11018501222133636, -0.1912490725517273, 0.416681706905365, 0.35007721185684204, 0.31455594301223755, 0.19676341116428375, -0.05119214951992035, 0.08744747191667557, 0.3201606869697571, 0.3538082540035248, -0.37943777441978455, 0.30987808108329773, -0.10441724956035614, 0.15471266210079193, 0.7907575964927673, -0.1975633054971695, -0.036992091685533524, 0.11036936938762665]}, "6": {"config": {"units": 18, "activation": "relu"}, "weights": [[0.14571107923984528, 0.27472320199012756, 0.02305644378066063, -0.015507156029343605, -1.1201750040054321, 0.04190449044108391, 0.08508564531803131, 0.39274993538856506, 0.11808820068836212, -0.23715345561504364, -0.27195167541503906, -0.09997807443141937, -0.08600631356239319, 0.2425774186849594, 0.18343485891819, -0.7642545700073242, 0.28111761808395386, -0.24394962191581726], [-0.36707887053489685, 0.31653764843940735, -0.10827970504760742, -0.059547796845436096, 0.2685239017009735, 0.3807195723056793, -0.3550211489200592, -0.13092130422592163, 0.3245800733566284, -0.1489766389131546, -0.38747626543045044, -0.034502603113651276, -0.18774783611297607, 0.04255048558115959, -0.10345922410488129, 0.36523571610450745, -0.06665957719087601, -0.03914615511894226], [0.23227651417255402, -0.262703537940979, 0.26864486932754517, -0.29619985818862915, 0.6293734312057495, -0.37235772609710693, -0.031181899830698967, 0.42801785469055176, 0.12634553015232086, -0.40817853808403015, 0.09857939928770065, -0.10467758029699326, -0.2556285858154297, 0.3814770579338074, -0.25994887948036194, 0.31894007325172424, 0.13661056756973267, 0.11482713371515274], [0.5294845700263977, 0.4945688843727112, 0.5480866432189941, -0.2400466948747635, -0.70403653383255, 0.4267267882823944, -0.006868151016533375, -0.02028026431798935, -0.2785568833351135, 0.1031271442770958, -0.11218905448913574, 0.506927490234375, -0.004581974353641272, -0.06156759336590767, -0.4230821430683136, -0.4464525282382965, 0.1364179104566574, -0.2528407573699951], [-0.37682467699050903, -0.3416360318660736, 0.3598954975605011, -0.106021948158741, 0.012171145528554916, 0.18454846739768982, -0.4162517189979553, 0.041898664087057114, -0.05226045846939087, -0.25365158915519714, 0.26958006620407104, -0.18034537136554718, -0.27480801939964294, 0.08923602104187012, 0.27075135707855225, -0.2885696291923523, 0.23095101118087769, -0.061791758984327316], [0.13045714795589447, -0.013166888616979122, 0.49312281608581543, -0.046207722276449203, -0.8754670023918152, -0.035255685448646545, -0.17710013687610626, -0.25910481810569763, -0.13250713050365448, 0.44139283895492554, 0.0958414375782013, 0.36575669050216675, 0.231218159198761, 0.08355236798524857, -0.018954802304506302, -0.44512704014778137, 0.44952937960624695, -0.2654549181461334], [-0.11902511119842529, -0.5016233921051025, 0.20147842168807983, -0.24442434310913086, -0.17983272671699524, -0.29829156398773193, -0.5986024141311646, -0.20737889409065247, 0.0763801857829094, 0.40102970600128174, -0.4915600121021271, 0.21981866657733917, -0.2870500087738037, 0.14159172773361206, -0.7029035091400146, -0.09633417427539825, 0.12078476697206497, 0.3933040499687195], [-0.09550467878580093, 0.0843251645565033, 0.06324337422847748, 0.16671325266361237, 0.08179683238267899, -0.45948514342308044, -0.23800213634967804, -0.38015058636665344, 0.1623045653104782, 0.32619836926460266, 0.4171766936779022, -0.37787553668022156, 0.4645068049430847, -0.2544475197792053, 0.2283117175102234, -0.4176819622516632, -0.2366456538438797, 0.21540911495685577], [0.07936388999223709, 0.009582835249602795, 0.09016119688749313, 0.06049937754869461, 0.21791687607765198, -0.3681407570838928, 0.2749256193637848, -0.15128937363624573, -0.06107843294739723, -0.17977532744407654, -0.18668323755264282, 0.13729870319366455, -0.1381944864988327, 0.0014425099361687899, 0.30357831716537476, -0.23651699721813202, -0.0929352343082428, 0.2980369031429291], [0.21613924205303192, -0.34918349981307983, 0.3402274250984192, 0.35856515169143677, 0.7688118815422058, -0.5762327909469604, -0.02423681877553463, 0.04937420412898064, -0.11526864022016525, -0.2397579550743103, -0.1735953539609909, 0.12799842655658722, 0.20866084098815918, 0.18985462188720703, 0.20234337449073792, 0.5685638785362244, -0.2347114384174347, 0.25705835223197937], [-0.44277653098106384, -0.2634846866130829, -0.3241291046142578, 0.31714439392089844, 0.19349552690982819, 0.19948184490203857, -0.4114108681678772, -0.17231479287147522, -1.000038743019104, 0.32089492678642273, -0.6221596002578735, 0.10946054011583328, 0.2277347445487976, -0.23619882762432098, -0.11168190836906433, -0.3770733177661896, -0.1086011603474617, 0.503375232219696], [-0.24573162198066711, 0.14841000735759735, 0.24664267897605896, 0.3107048273086548, 0.7164263129234314, -0.09985185414552689, 0.4032612144947052, -0.31129026412963867, 0.40844157338142395, -0.3839031755924225, 0.03222842887043953, 0.3009580075740814, 0.3692469000816345, 0.44217413663864136, 0.4389362335205078, 0.42964670062065125, -0.3627554178237915, 0.2820514440536499], [0.2288239598274231, 0.161979079246521, -0.14173810184001923, -0.024965669959783554, -0.4147990643978119, -0.1163107305765152, 0.378635436296463, 0.27237439155578613, 0.05610034242272377, -0.2414027601480484, -0.0566377192735672, 0.11683104187250137, -0.2611846923828125, -0.2522719204425812, -0.11225617676973343, -0.5504184365272522, 0.15256284177303314, 0.2324114590883255], [0.4703744649887085, 0.26880836486816406, -0.01943640410900116, -0.005279329605400562, 0.17724458873271942, 0.17711801826953888, 0.5703524947166443, -0.14725810289382935, -0.35334721207618713, 0.23347534239292145, -0.13468500971794128, 0.03294064849615097, -0.07500164955854416, -0.11242253333330154, -0.3317577838897705, 0.06840754300355911, -0.22838640213012695, 0.0021651661954820156], [0.027559714391827583, -0.3168671727180481, 0.5098596215248108, 0.3188672363758087, 0.8911213874816895, -0.24974790215492249, -0.23763710260391235, -0.05885481461882591, -0.13289961218833923, -0.013451163657009602, 0.0525849275290966, 0.052983738481998444, -0.16037651896476746, -0.023387743160128593, 0.13624440133571625, -0.32574501633644104, -0.6250438690185547, -0.24395795166492462], [-0.30558720231056213, 0.04100874066352844, 0.3827276825904846, 0.26417243480682373, -0.175508052110672, 0.10073559731245041, -0.39789578318595886, 0.02368178404867649, 0.25630444288253784, -0.2636239230632782, 0.3067275881767273, -0.0699923187494278, -0.14870157837867737, 0.06206629425287247, -0.44011884927749634, -0.26610878109931946, -0.3918594717979431, 0.1712988018989563], [-0.40310245752334595, -0.26305463910102844, 0.16016042232513428, -0.018931997939944267, 0.3720283806324005, -0.0028033163398504257, -0.13850505650043488, 0.06370442360639572, 0.38317570090293884, -0.19905446469783783, 0.15650415420532227, 0.002216052496805787, -0.0372653566300869, 0.27756810188293457, -0.08307908475399017, 0.18612486124038696, 0.22797155380249023, 0.19340424239635468], [-0.3539097011089325, -0.012272483669221401, 0.3647972047328949, 0.2570796310901642, 0.01307043805718422, -0.3565128743648529, -0.23738546669483185, -0.25235074758529663, -0.3801117241382599, -0.06485342979431152, -0.3577890396118164, 0.14227044582366943, -0.27755486965179443, -0.3995470404624939, 0.18949031829833984, 0.08215680718421936, 0.2623465657234192, -0.39090555906295776]], "biases": [-0.05573119968175888, -0.05412006378173828, 0.2694912254810333, 0.32496654987335205, 0.038113608956336975, 0.26745790243148804, 0.32589852809906006, -0.09367730468511581, 0.06208201125264168, 0.14118297398090363, 0.34517616033554077, 0.07208341360092163, -0.09271670132875443, -0.368000328540802, 0.3777523338794708, 0.017352696508169174, -0.1408681869506836, 0.0038973703049123287]}, "8": {"config": {"units": 12, "activation": "linear"}, "weights": [[0.16367138922214508, -0.040619079023599625, 0.10019031912088394, 0.10060445219278336, -0.124661386013031, -0.3712345063686371, 0.11581200361251831, -0.07560264319181442, -0.04280046001076698, 0.01165382843464613, -0.16739881038665771, 0.22556142508983612, 0.4333552122116089, -0.5988228917121887, -0.29389718174934387, 0.18616648018360138, -0.24404817819595337, 0.3218836784362793], [0.4252646267414093, -0.02836831845343113, 0.15973420441150665, -0.022877801209688187, 0.21433481574058533, -0.2772933542728424, 0.02667621150612831, -0.20283201336860657, -0.12951897084712982, -0.23127381503582, -0.20663177967071533, 0.32355812191963196, -0.27288129925727844, -0.49788516759872437, -0.30575743317604065, -0.39178362488746643, -0.18934981524944305, 0.45894405245780945], [0.3782237470149994, 0.11608453094959259, 0.04753004387021065, -0.2601539194583893, -0.21197813749313354, -0.08122171461582184, -0.004288529511541128, -0.35038137435913086, 0.2833377420902252, 0.007492924574762583, -0.2742893397808075, 0.10476873815059662, -0.0061937118880450726, -0.3197610676288605, -0.10765466094017029, 0.13254638016223907, -0.12001192569732666, 0.2593555152416229], [0.14035658538341522, -0.390349417924881, 0.3110363185405731, -0.06507575511932373, -0.29780885577201843, -0.2556033432483673, -0.14406855404376984, -0.21459580957889557, 0.5101956725120544, 0.22550484538078308, -0.3215559422969818, -0.32199719548225403, 0.23787344992160797, -0.43926483392715454, 0.21870599687099457, 0.3433311879634857, 0.4267539978027344, -0.08835674077272415], [0.241838276386261, -0.3794715404510498, 0.018707968294620514, -0.5632378458976746, -0.3116130828857422, 0.14650283753871918, -0.015800531953573227, -0.6387761831283569, -0.21752938628196716, 0.20560552179813385, -0.3320534825325012, 0.048902224749326706, 0.09395115077495575, -0.05927744507789612, 0.2105959802865982, 0.3546633720397949, 0.36290132999420166, -0.07006841152906418], [0.17771616578102112, -0.044395435601472855, -0.25010088086128235, -0.17187818884849548, 0.4147229492664337, -0.21871967613697052, -0.06843672692775726, -0.2367512285709381, -0.303891122341156, 0.4168408215045929, -0.3217536509037018, 0.08336742967367172, 0.16212287545204163, -0.2854847311973572, 0.383925199508667, -0.3454367518424988, 0.5509373545646667, 0.009606195613741875], [-0.1823311299085617, 0.4206801950931549, 0.25761857628822327, -0.4546544551849365, 0.3597782552242279, 0.17768070101737976, -0.26013273000717163, -0.3245123028755188, -0.17544932663440704, -0.1843583881855011, -0.19305147230625153, 0.43697571754455566, -0.08495229482650757, -0.2827085256576538, 0.1463494747877121, 0.15895581245422363, 0.15505237877368927, -0.11436060816049576], [-0.39073848724365234, 0.16548031568527222, 0.3660658597946167, -0.5039179921150208, 0.30916714668273926, 0.12976960837841034, -0.28985586762428284, 0.023504432290792465, -0.16841955482959747, 0.11278834939002991, -0.31545060873031616, 0.2327689230442047, 0.36706000566482544, -0.09508232772350311, 0.2401372194290161, 0.35021305084228516, 0.1417810022830963, -0.2652915120124817], [-0.2190331220626831, 0.41396525502204895, 0.08339796960353851, -0.3686072826385498, -0.30963367223739624, -0.05076710134744644, -0.2398664802312851, 0.24500155448913574, 0.4616272747516632, 0.39939385652542114, -0.3514930009841919, 0.011974017135798931, 0.23051173985004425, -0.10300382226705551, 0.3115423917770386, -0.43213537335395813, 0.124017134308815, -0.2807009518146515], [0.133546382188797, -0.14278686046600342, 0.11181452870368958, -0.4198559820652008, 0.35702410340309143, -0.24887226521968842, -0.14342808723449707, 0.2623869776725769, 0.22796371579170227, 0.3963739275932312, -0.2511109411716461, -0.02378384955227375, -0.41637465357780457, 0.28490206599235535, 0.4535403847694397, -0.016076188534498215, 0.16748443245887756, -0.391213983297348], [-0.20149320363998413, -0.14678867161273956, 0.308272123336792, -0.5457613468170166, 0.3550374507904053, -0.014514453709125519, -0.18614031374454498, 0.0024795313365757465, 0.4819716513156891, 0.3044860363006592, -0.38648104667663574, 0.019705360755324364, -0.022986184805631638, 0.20069074630737305, 0.4567134380340576, -0.18751336634159088, -0.07407058030366898, 0.20390471816062927], [-0.20758049190044403, 0.31289705634117126, 0.31386852264404297, -0.0015709412982687354, 0.1378660351037979, -0.6027604937553406, -0.35282716155052185, 0.015488579869270325, -0.3339199721813202, 0.21299760043621063, -0.23852497339248657, 0.3171032667160034, -0.1012544259428978, 0.017996257171034813, 0.6347425580024719, 0.3710628151893616, -0.14441050589084625, -0.14071978628635406]], "biases": [0.21555571258068085, 0.19779281318187714, 0.059389326721429825, 0.055229153484106064, -0.11888357251882553, -0.2529754936695099, -0.2366534322500229, -0.23904743790626526, -0.3238132894039154, -0.29639753699302673, -0.38534095883369446, -0.33171480894088745]}}
# def normalize(arr, mx, mn):
# for i in range(len(arr)):
# for j in range(len(arr[i])):
# arr[i][j] = arr[i][j]*100 / (mx - mn)
# return arr
def relu(x):
return max(0.0, x)
def custom_predict(input):
for key, layer in layers.items():
# print(layer)
config = layer["config"]
weights = layer["weights"]
biases = layer["biases"]
# print(config)
neurons = config["units"]
output = [0]*neurons
for n in range(neurons):
activation = 0
assert len(input) == len(weights[n])
for (i, w) in zip(input, weights[n]):
activation += i * w
activation += biases[n]
# print(activation)
if(config["activation"] == 'relu'):
output[n] = relu(activation)
else:
output[n] = activation
input = output
return input
import sys
import numpy as np
file = open("data.txt", "r")
sys.stdin = file
total_correct = 0
total_incorrect = 0
data = []
days = int(input())
for i in range(days):
temps = [float(x) for x in input().split()]
data.append(temps)
for d in data:
ans = custom_predict(d[:24])
print(" ".join([format(x, ".1f") for x in ans]))
truth = d[24:]
diff = np.abs(np.array(ans) - np.array(truth))
correct = np.count_nonzero(diff < 0.75)
incorrect = np.count_nonzero(diff >= 2.05)
total_correct += correct
total_incorrect += incorrect
score = 25 * (total_correct - total_incorrect) / days
print(total_correct, total_incorrect, score)
file.close()