layers={"0": {"config": {"units": 24, "activation": "relu"}, "weights": [[0.2904772460460663, 0.057405900210142136, -0.3149612843990326, -0.37218713760375977, -0.07562178373336792, -0.07095889002084732, -0.05956941470503807, 0.0059425318613648415, 0.18795360624790192, -0.5048753023147583, 0.07329188287258148, -0.028826819732785225, -0.2168208211660385, 0.32246366143226624, 0.027317587286233902, 0.05865507572889328, -0.10972530394792557, 0.09744472056627274, 0.1098613440990448, 0.19835907220840454, -0.08498972654342651, -0.12349038571119308, 0.20795977115631104, 0.9637756943702698], [0.10964583605527878, 0.13012434542179108, 0.24828952550888062, -0.027636386454105377, -0.08915314078330994, -0.0701441615819931, -0.004566559102386236, 0.2125200629234314, 0.2798205614089966, -0.03308038413524628, 0.28366413712501526, -0.029669301584362984, 0.03425907343626022, 0.4036206007003784, -0.21051709353923798, -0.11619395762681961, 0.2727193534374237, -0.07566407322883606, -0.27751025557518005, 0.15879736840724945, 0.1454259604215622, -0.14010660350322723, -0.20773759484291077, 0.5148306488990784], [-0.3073204755783081, -0.21438246965408325, -0.06669408082962036, -0.20177263021469116, 0.04814165458083153, -0.04964200407266617, -0.17928116023540497, -0.16302959620952606, 0.21782009303569794, 0.36890724301338196, -0.1555589735507965, -0.137532576918602, 0.020533710718154907, 0.021427012979984283, 0.08445342630147934, 0.3304103910923004, 0.18725493550300598, -0.018075525760650635, 0.3649393618106842, 0.0896230936050415, -0.0048887417651712894, 0.3919634222984314, 0.23610162734985352, 0.7139566540718079], [0.11673936247825623, -0.07492407411336899, 0.2706920802593231, 0.02966732531785965, 0.30462130904197693, 0.23653988540172577, 0.25492867827415466, -0.32869216799736023, -0.4182705283164978, -0.5236200094223022, -0.4278905391693115, -0.0648149773478508, -0.05160997807979584, -0.11274252831935883, 0.1713964343070984, 0.45135536789894104, -0.1846529245376587, 0.05092977359890938, 0.3795539438724518, 0.0723465234041214, 0.2822047173976898, -0.05533403903245926, 0.011374137364327908, 0.2865528464317322], [-0.08183996379375458, 0.10772175341844559, 0.015915948897600174, 0.12496960163116455, -0.0050896587781608105, 0.4290011525154114, 0.29978227615356445, -0.13986709713935852, -0.18513347208499908, -0.29716429114341736, 0.03461924195289612, -0.2117798924446106, -0.08187812566757202, 0.027342766523361206, -0.5073264837265015, 0.5169574618339539, 0.31196731328964233, 0.4678596556186676, 0.1683744192123413, -0.08071604371070862, -0.2303677499294281, -0.20311737060546875, 0.12862537801265717, -0.02823389694094658], [-0.1576128900051117, -0.015463427640497684, -0.3136821389198303, 0.31017619371414185, 0.09975302964448929, -0.3254157602787018, -0.12059739232063293, 0.008113513700664043, 0.4845319390296936, -0.009954895824193954, 0.17637604475021362, 0.22362734377384186, 0.12337711453437805, -0.298112690448761, 0.0460854135453701, -0.21966829895973206, 0.5307433605194092, 0.02267390303313732, 0.6255384087562561, 0.3999609351158142, -0.1579311639070511, -0.0886436477303505, -0.36927419900894165, -1.0772901773452759], [-0.07910457253456116, -0.06314579397439957, 0.40414366126060486, -0.09095026552677155, 0.5004820227622986, -0.009831421077251434, -0.006044965703040361, 0.11855979263782501, 0.08405359834432602, 0.26389747858047485, 0.1523042619228363, -0.09048160165548325, 0.08097506314516068, 0.5170919895172119, 0.17575480043888092, -0.5696927905082703, -0.08055968582630157, -0.46113911271095276, -0.28125086426734924, -0.6086819171905518, -0.04799221083521843, 0.08152412623167038, 0.3142381012439728, -0.04046912118792534], [0.44916194677352905, 0.023641493171453476, 0.29613542556762695, 0.014513448812067509, 0.11410296708345413, 0.025986235588788986, 0.024309607222676277, -0.07810988277196884, 0.3003480136394501, -0.2633422315120697, -0.15660463273525238, -0.38861361145973206, 0.3895206153392792, -0.264148473739624, -0.15180246531963348, 0.26064351201057434, -0.05272141844034195, -0.6128433346748352, 0.11684899777173996, 0.014913062565028667, 0.5474343299865723, 0.20406664907932281, 0.21032331883907318, -0.8938719630241394], [-0.23951637744903564, 0.33229324221611023, -0.16076494753360748, 0.39437973499298096, 0.15548808872699738, -0.021524155512452126, -0.34067243337631226, 0.23922429978847504, -0.17578822374343872, 0.40452322363853455, 0.0818319246172905, 0.14648768305778503, -0.278909295797348, -0.356697678565979, -0.38714393973350525, 0.2513575851917267, 0.3714425563812256, -0.006686354987323284, 0.22492936253547668, -0.20324388146400452, -0.5613155961036682, -0.15364794433116913, -0.4470365345478058, -0.4312640428543091], [-0.1320805847644806, 0.13026881217956543, 0.2041747123003006, 0.5919833183288574, -0.1962922215461731, -0.2338045835494995, -0.5228593349456787, 0.14025567471981049, -0.2604166865348816, 0.03015783429145813, -0.21153457462787628, 0.3558391034603119, 0.048762813210487366, -0.20469099283218384, -0.02020406909286976, 0.11499927192926407, -0.14031444489955902, -0.20999570190906525, -0.03264405578374863, 0.14572852849960327, 0.25161242485046387, -0.05743710696697235, 0.06422191858291626, 0.7913082242012024], [0.3445686101913452, -0.21424230933189392, -0.2852354347705841, 0.04092714935541153, 0.1514136642217636, -0.16149507462978363, -0.41754356026649475, 4.24692225351464e-05, -0.08257004618644714, -0.13393491506576538, 0.17860102653503418, -0.48636117577552795, -0.016236739233136177, 0.507568895816803, 0.09130177646875381, -0.47083792090415955, -0.2963949739933014, 0.36404526233673096, -0.08797113597393036, 0.02177869901061058, 0.15136581659317017, 0.22651807963848114, 0.5811976790428162, -0.4048633873462677], [-0.071652352809906, -0.3236967623233795, -0.12314771860837936, 0.018230628222227097, 0.06338069587945938, -0.2816418707370758, -0.0045103351585567, -0.223271906375885, 0.07363691926002502, 0.10945241898298264, -0.2497595250606537, 0.17487624287605286, -0.07035727798938751, 0.16003869473934174, -0.372244268655777, -0.2201664298772812, 0.16134656965732574, -0.07556083798408508, -0.22729423642158508, 0.23006126284599304, -0.3819459080696106, 0.2685028910636902, 0.3163788616657257, -0.9279163479804993], [0.055627625435590744, -0.260729044675827, -0.06637497246265411, -0.10635217279195786, 0.091753751039505, -0.15733647346496582, -0.005223837681114674, 0.3074534833431244, 0.3516558110713959, -0.12198098003864288, 0.3284575045108795, 0.366783082485199, 0.20308999717235565, 0.35888174176216125, 0.2973346412181854, 0.2575110197067261, 0.025745932012796402, -0.3306626081466675, -0.06037193909287453, -0.38583701848983765, -0.2858670651912689, -0.4654330611228943, -0.26720374822616577, 0.4222644865512848], [0.008170723915100098, 0.2839004695415497, -0.08949814736843109, -0.2414085566997528, -0.22139690816402435, 0.1901668906211853, -0.3350844979286194, -0.18910585343837738, 0.3886761963367462, 0.09130322933197021, -0.23745600879192352, 0.11374107003211975, -0.1216290295124054, 0.47584864497184753, 0.35889196395874023, -0.00530985789373517, 0.2195318639278412, 0.29483744502067566, 0.08693066984415054, -0.018087230622768402, -0.2891790568828583, 0.13110904395580292, 0.05103844776749611, -1.1698132753372192], [-0.16793552041053772, 0.19202420115470886, -0.3160363435745239, -0.31391745805740356, -0.10874208062887192, 0.40341466665267944, 0.3477916419506073, 0.545921266078949, -0.11214398592710495, 0.22598958015441895, 0.1857376992702484, -0.09834015369415283, 0.16618582606315613, -0.5278394818305969, -0.3045940697193146, -0.13204270601272583, -0.20978683233261108, -0.016568593680858612, 0.04313048720359802, -0.0319678969681263, 0.0630272701382637, 0.01636747643351555, 0.42004165053367615, -0.9098694324493408], [0.2907874584197998, 0.014173156581819057, 0.021965401247143745, 0.18545672297477722, -0.12861113250255585, 0.33608749508857727, 0.2009996771812439, -0.4787765443325043, 0.27762216329574585, -0.5295525193214417, 0.00671273423358798, 0.1267043799161911, -0.21638916432857513, 0.2833235263824463, 0.3709770143032074, -0.019982043653726578, -0.15880462527275085, 0.16242706775665283, -0.18561354279518127, -0.3733851909637451, 0.35676100850105286, 0.1166541799902916, 0.10851241648197174, -0.6859075427055359], [-0.3168964982032776, -0.3659690022468567, -0.1624007225036621, -0.2205357402563095, -0.18066193163394928, 0.1905834823846817, -0.082381471991539, 0.35386326909065247, -0.2492775171995163, 0.31446295976638794, -0.08759906142950058, 0.08075638115406036, -0.013406351208686829, 0.03757438808679581, 0.028299842029809952, 0.2742637097835541, -0.11768416315317154, -0.3486974835395813, 0.2091759294271469, -0.12394783645868301, -0.06915054470300674, -0.06789913773536682, -0.3520127832889557, 1.2117153406143188], [-0.18783259391784668, -0.5913434624671936, -0.12699508666992188, 0.22658762335777283, 0.6252708435058594, 0.5535483956336975, -0.057832688093185425, 0.5258703231811523, -0.37657415866851807, -0.4744953215122223, -0.2492903769016266, 0.13287538290023804, -0.1656448096036911, 0.09786742180585861, 0.07619974762201309, -0.11203084141016006, -0.04528307169675827, 0.2128106653690338, 0.3932197690010071, 0.4479822516441345, -0.043136969208717346, -0.38200607895851135, 0.20447972416877747, -0.05312434583902359], [-0.2777985632419586, 0.26167696714401245, 0.2724686861038208, -0.176605224609375, 0.32721132040023804, 0.39804407954216003, -0.09267845004796982, -0.2958184778690338, -0.049121469259262085, -0.6380124688148499, 0.07816620916128159, -0.11943832039833069, 0.3878670632839203, 0.43943169713020325, -0.0005290722474455833, 0.35223013162612915, -0.06168094277381897, -0.37381625175476074, -0.5739197731018066, -0.41463521122932434, -0.2250855267047882, -0.07426875084638596, 0.5106687545776367, 0.5963404178619385], [0.40748459100723267, -0.29477009177207947, 0.1881977915763855, 0.1370970904827118, 0.18449538946151733, -0.46595704555511475, 0.16822108626365662, -0.20959119498729706, -0.26658353209495544, 0.14972993731498718, 0.005676415283232927, -0.3302893042564392, -0.3185936212539673, -0.058734163641929626, -0.2725425660610199, -0.07390134781599045, -0.06581269949674606, 0.09203031659126282, -0.1469886600971222, 0.2470158189535141, 0.051560405641794205, -0.17082194983959198, 0.10604098439216614, -0.8330791592597961], [0.13382472097873688, -0.19583871960639954, 0.22757785022258759, 0.022195277735590935, 0.1727142632007599, 0.4351397752761841, 0.1261909157037735, 0.33977240324020386, 0.15114666521549225, 0.1080564558506012, -0.00616058986634016, 0.03580421954393387, 0.33599185943603516, -0.32221075892448425, 0.1296989917755127, 0.21052104234695435, -0.13661114871501923, -0.14926695823669434, 0.07484986633062363, -0.042315129190683365, -0.016976311802864075, 0.3064799904823303, 0.05106709897518158, 0.5351688265800476], [0.15969368815422058, 0.1641661673784256, -0.12547755241394043, 0.2512633800506592, 0.0678497776389122, -0.11877208948135376, 0.10290636867284775, 0.08213906735181808, -0.279360830783844, 0.18847686052322388, -0.006230605766177177, -0.13224683701992035, -0.16406966745853424, -0.1507416069507599, -0.26961180567741394, -0.4960685074329376, -0.23802238702774048, 0.043108608573675156, 0.11134707927703857, -0.08537158370018005, 0.042776741087436676, -0.19285041093826294, 0.10983598232269287, 1.1022717952728271], [-0.2727634012699127, -0.2645242214202881, -0.00972792599350214, -0.06486444175243378, 0.24837152659893036, 0.34943100810050964, 0.6126448512077332, 0.24483995139598846, 0.09655890613794327, 0.1364392191171646, -0.28379377722740173, -0.2211683839559555, -0.0180172398686409, -0.2969927191734314, 0.23885904252529144, 0.43510717153549194, 0.05558361858129501, 0.17254045605659485, -0.11010484397411346, -0.10712496936321259, -0.42148739099502563, -0.28474000096321106, 0.0265969168394804, 0.4203014373779297], [0.3330606520175934, -0.24466881155967712, -0.17231547832489014, 0.13669517636299133, 0.03807133436203003, -0.5478924512863159, 0.02052275836467743, -0.6201058030128479, 0.21574261784553528, -0.4694339334964752, -0.3091864287853241, -0.20241111516952515, 0.009699443355202675, 0.20138636231422424, 0.39494338631629944, 0.4899264872074127, 0.18133719265460968, 0.11780844628810883, 0.5312323570251465, 0.11755051463842392, 0.18826881051063538, -0.02212711051106453, -0.2506568431854248, -0.1870058923959732]], "biases": [-0.7031118869781494, 0.10605263710021973, 0.15123312175273895, -0.8630990386009216, -0.4215339720249176, 0.543088436126709, -0.32212987542152405, 0.4354725182056427, 0.0843958854675293, -0.522132933139801, -0.20633715391159058, 0.2751523554325104, 0.06396710127592087, -0.11776817589998245, 0.48611873388290405, 0.6136055588722229, 0.03941544517874718, 0.13184423744678497, -0.2901270091533661, 0.1908857524394989, -0.11238028854131699, 0.35901227593421936, -0.36118897795677185, 0.19091495871543884]}, "1": {"config": {"units": 20, "activation": "relu"}, "weights": [[0.3046070337295532, 0.2689736783504486, -0.10986123979091644, 0.07497396320104599, 0.6010185480117798, -0.1883859485387802, -0.4449717402458191, 0.297486811876297, -0.0672607570886612, -0.028152979910373688, 0.09514293819665909, 0.1712011843919754, 0.23277732729911804, -0.13421887159347534, -0.05271071940660477, -0.1691564917564392, 0.12617580592632294, -0.8799936771392822, -0.2540746033191681, -0.06135490536689758, -0.3222000300884247, 0.009508125483989716, -1.4165393114089966, 0.024507883936166763], [0.496042937040329, -0.5932042598724365, 0.17472517490386963, -0.033926818519830704, 0.27410441637039185, 0.29169967770576477, -0.07616841793060303, -0.3668442666530609, -0.03434183448553085, -0.17571042478084564, 0.010970552451908588, 0.17412622272968292, 0.03666225075721741, -1.111533522605896, -0.712497889995575, 0.17736294865608215, -0.18935450911521912, -0.03877578303217888, -0.7206390500068665, 0.053982701152563095, -0.1907457709312439, 0.33944883942604065, 0.42671146988868713, -0.3683452904224396], [0.32922035455703735, 0.1337529420852661, -0.007010181900113821, 0.09064656496047974, -0.16220569610595703, -0.6125639081001282, 0.008833306841552258, -0.4611695110797882, 0.5018506646156311, -0.004186461679637432, -0.8467033505439758, 0.03742016851902008, 0.38803595304489136, 0.14484494924545288, 0.3733515441417694, -0.020114105194807053, 0.4542349874973297, -0.49588772654533386, 0.07131116092205048, -0.504837155342102, 0.11986719071865082, 0.2711666226387024, -0.2049705982208252, 0.2060587853193283], [-0.12557540833950043, 0.17984795570373535, -0.3898090720176697, 0.6373446583747864, -0.08798251301050186, 0.8212079405784607, -0.18725702166557312, -0.38995978236198425, 0.09951350837945938, -0.037600815296173096, 0.08670815080404282, 0.2232714295387268, -0.05825577676296234, -0.3461032211780548, 0.21229414641857147, -0.3042259216308594, 0.4720236361026764, 0.18122661113739014, -0.45860394835472107, -0.23619955778121948, 0.04973426088690758, 0.6280169486999512, 0.25394079089164734, -0.2725900113582611], [-0.02399134635925293, 0.10247879475355148, 0.2554475665092468, 0.370249480009079, 0.1598048359155655, -0.2839612662792206, -0.26189157366752625, 0.17120535671710968, -1.392632007598877, -0.0028558955527842045, -0.2323089838027954, -0.2195262461900711, 0.27859559655189514, 0.46049031615257263, -0.06745952367782593, 0.4152165949344635, -0.40213873982429504, 0.08687501400709152, -0.054724209010601044, -0.5879563689231873, 0.26812905073165894, -0.01943618804216385, -0.0970824658870697, 0.5781734585762024], [-0.04472719505429268, 0.25450223684310913, 0.2818600535392761, 0.25316181778907776, -0.180023193359375, -0.4765511751174927, 0.0700112134218216, -0.4291274845600128, 0.003462578170001507, 0.07182051241397858, -0.6177961826324463, 0.11391816288232803, 0.27424895763397217, 0.2558232247829437, 0.08408014476299286, -0.4611952602863312, 0.21290218830108643, 0.024237750098109245, -0.44942232966423035, 0.20324817299842834, 0.31578704714775085, -0.2625128924846649, -0.07737922668457031, 0.04689105972647667], [0.3687160611152649, 0.08216078579425812, 0.1912747621536255, 0.37234771251678467, -0.2629089653491974, 0.606541097164154, -0.09268835186958313, -0.10688045620918274, -0.06282507628202438, 0.2475329041481018, -0.21666984260082245, -0.10034079104661942, -0.0016967259580269456, -0.6088390946388245, -0.05371205881237984, -0.05818961560726166, 0.08742767572402954, -0.24096940457820892, 0.23090897500514984, 0.16764813661575317, -0.3230997622013092, 0.2430391013622284, 0.12433652579784393, -0.31977543234825134], [-0.20330993831157684, -0.1290571540594101, 0.3820486068725586, 0.12338868528604507, -0.2138146609067917, 0.281624972820282, -0.1833680421113968, 0.5221133828163147, -0.27375882863998413, -0.43989840149879456, 0.340612530708313, 0.22703981399536133, 0.2173587828874588, 0.48668578267097473, 0.28677600622177124, 0.5154922604560852, 0.3510551154613495, 0.14128388464450836, -0.17278818786144257, 0.2701048254966736, -0.19483408331871033, -0.20973937213420868, 0.30322885513305664, -0.03311658650636673], [0.416610985994339, 0.30168774724006653, 0.39228665828704834, 0.0035238848067820072, 0.006505993660539389, 0.26751455664634705, -0.1613263040781021, 0.19637899100780487, -0.8830809593200684, 0.10900964587926865, 0.25910741090774536, -0.6978965401649475, -0.1389218121767044, -0.14098195731639862, -0.07633917778730392, 0.05462014675140381, 0.43556883931159973, 0.0721597969532013, 0.10079966485500336, -0.06760139763355255, 0.1749037653207779, 0.5502609610557556, -0.08170957118272781, -0.061340007930994034], [0.3012218177318573, -0.20691868662834167, 0.09681595116853714, -0.35244297981262207, -0.20126524567604065, -0.20339594781398773, 0.2883266806602478, -0.31002509593963623, -0.3000788986682892, -0.2917979657649994, -0.3756200969219208, -0.2665098011493683, 0.1990010142326355, -0.36680546402931213, 0.2878546714782715, -0.2201509177684784, 0.24044618010520935, 0.11275806277990341, -0.08511631935834885, -1.1520525217056274, 0.2608978748321533, 0.2810686230659485, 0.4011773467063904, 0.6655741930007935], [0.41860175132751465, 0.38820818066596985, -0.3672874867916107, 0.10779328644275665, -0.14719854295253754, -0.45582064986228943, -0.35671815276145935, -0.5240530371665955, 0.200888991355896, -0.4910670816898346, 0.14154492318630219, -0.6778545379638672, -0.13440580666065216, -0.8903650641441345, 0.3735398054122925, 0.5803424119949341, -0.053163569420576096, -0.2614184617996216, -0.7334200739860535, 0.07103917747735977, 0.11991113424301147, 0.08538709580898285, 0.2254873514175415, 0.25302794575691223], [-0.32364821434020996, -0.10848088562488556, 0.29294273257255554, 0.24290543794631958, -0.44360360503196716, -0.16608206927776337, -0.04634283855557442, 0.5051137208938599, -0.016669878736138344, -0.01358498353511095, 0.5810846090316772, -0.30160096287727356, 0.5149033069610596, 0.32198333740234375, -0.06587903201580048, 0.09430663287639618, -0.5912423133850098, -0.9163129329681396, -0.22164848446846008, -0.2462213784456253, -0.15709781646728516, -0.037722911685705185, -0.9080675840377808, -0.4986599385738373], [0.052353423088788986, 0.2597598135471344, -0.05349377542734146, -0.3396090269088745, -0.3166542053222656, 0.003665735712274909, 0.12911821901798248, -0.30700311064720154, 0.3198081851005554, 0.5767285227775574, -0.030518680810928345, 0.22598840296268463, -0.42702552676200867, -0.23226787149906158, -0.014449190348386765, -0.022551026195287704, -0.1607467532157898, -0.3135894536972046, -0.15523287653923035, 0.24382898211479187, 0.2998287081718445, -0.21572168171405792, 0.022734159603714943, -0.050946515053510666], [-0.02884991466999054, -0.03897252678871155, 0.34023770689964294, 0.07852251827716827, 0.29458558559417725, -0.5464619398117065, 0.1851838380098343, -0.4599495530128479, 0.019464049488306046, 0.2372080534696579, -0.057255759835243225, -0.2973893880844116, 0.04928455501794815, -0.16927789151668549, -0.026178795844316483, -0.12962865829467773, -0.5401168465614319, 0.1350892186164856, 0.46677741408348083, 0.00047129805898293853, 0.24658145010471344, 0.39753636717796326, 0.5087212324142456, -0.27514106035232544], [-0.11160718649625778, -0.1238323450088501, -0.10145176202058792, -0.4055229127407074, -0.2641768753528595, 0.08079583942890167, 0.7031726837158203, -0.282645046710968, -0.40023118257522583, 0.2597772777080536, 0.39139556884765625, -0.0034673975314944983, 0.04689490422606468, -0.0814005583524704, -0.15034937858581543, 0.18133452534675598, 0.3177199959754944, -0.023639632388949394, 0.41372427344322205, 0.12299356609582901, 0.14537595212459564, 0.5999577641487122, -0.17646244168281555, 0.17797070741653442], [0.0018091610400006175, -0.6510300040245056, 0.3350391387939453, 0.13989317417144775, -0.5302658677101135, 0.6241136193275452, -0.1024048700928688, 0.2101307362318039, 0.12096695601940155, -0.29231148958206177, -0.35510993003845215, -0.08393115550279617, -0.46200311183929443, 0.14726053178310394, 0.17763087153434753, 0.12509040534496307, -0.3671402037143707, -0.12373214960098267, 0.16404569149017334, -0.1408040076494217, -1.3353062868118286, -0.12965315580368042, -0.4371865391731262, -0.10723958909511566], [-0.502214789390564, 0.08331432193517685, 0.3554970324039459, -0.4046536087989807, -0.22554849088191986, 0.038098834455013275, 0.30527055263519287, 0.0370137020945549, 0.22235144674777985, -0.526145339012146, -0.07583940029144287, 0.4154428243637085, -0.1469469964504242, 0.37068799138069153, 0.4868057072162628, 0.15389187633991241, -0.497091144323349, 0.22865881025791168, 0.06619241833686829, 0.36305034160614014, -0.030666643753647804, -0.38575294613838196, 0.07280418276786804, 0.03230489417910576], [0.08115008473396301, 0.3595433831214905, 0.24848437309265137, 0.16476647555828094, -0.7576259970664978, 0.6079757809638977, -0.033547043800354004, 0.03547928109765053, 0.1693103164434433, -0.46515750885009766, -0.4542505741119385, 0.22425208985805511, 0.16884198784828186, 0.44869792461395264, -0.38291794061660767, 0.1412825733423233, -0.298026978969574, -0.23739364743232727, 0.8332915902137756, -0.07001588493585587, -0.32907024025917053, -0.09129893779754639, 0.2725684642791748, 0.1724228858947754], [-0.5407261252403259, 0.22276020050048828, 0.1210135817527771, 0.3386176824569702, -0.3463037610054016, 0.20612351596355438, 0.180670827627182, 0.11246504634618759, -0.024917172268033028, -0.028775786980986595, -0.315283864736557, -0.42641890048980713, 0.2456842064857483, 0.3052217364311218, 0.18652048707008362, 0.5477507710456848, -0.5237383842468262, 0.0832875519990921, -0.22290094196796417, 0.007695048116147518, 0.11787191033363342, -0.24223856627941132, -0.4998692274093628, -0.20109954476356506], [-0.06166975572705269, 0.18116694688796997, -0.04391840845346451, -0.014973015524446964, -0.08220712095499039, 0.2718370258808136, 0.11156638711690903, 0.14763423800468445, -0.6586589217185974, -0.14522719383239746, -1.1121538877487183, -0.7525407075881958, -0.05783525109291077, -0.21771302819252014, 0.23113353550434113, 0.0822032019495964, 0.3182072937488556, 0.4095795452594757, -0.22223855555057526, -1.0340321063995361, -0.030909983441233635, -0.12210860103368759, -0.11336090415716171, -0.24685053527355194]], "biases": [-0.3178761303424835, 0.7713345289230347, 0.117021344602108, -0.37765371799468994, 0.37504062056541443, 0.20734304189682007, 0.4195602536201477, 0.09337791055440903, -0.3533586859703064, -0.22541122138500214, 0.2603845000267029, -0.21694791316986084, -0.14184004068374634, 0.10781800746917725, -0.07178251445293427, -0.5800819396972656, 0.16391223669052124, -0.5775163173675537, 0.7734874486923218, 0.34339210391044617]}, "2": {"config": {"units": 16, "activation": "relu"}, "weights": [[0.576770544052124, 0.1136312261223793, 0.387448787689209, 0.07598184794187546, 0.24627821147441864, 0.2624354064464569, 0.17268118262290955, 0.07653170824050903, -0.33771637082099915, -0.3120415508747101, -0.48939451575279236, -0.01383248995989561, -0.12600696086883545, -0.38734883069992065, 0.3522196412086487, 0.8730854392051697, -0.1651000678539276, -0.3943137228488922, -0.18820659816265106, 1.1999624967575073], [-0.3821288049221039, 0.28310567140579224, -0.20073935389518738, -0.17409676313400269, 0.07802660018205643, -0.07255453616380692, -0.3662808835506439, -0.055975064635276794, -0.351834774017334, -0.154339998960495, -0.42707714438438416, -0.2465626299381256, -0.03149724006652832, -0.38381344079971313, -0.06651630997657776, -0.13104760646820068, -0.3500978648662567, -0.21836692094802856, -0.13689571619033813, -0.07538169622421265], [-0.6142776608467102, 0.2703505754470825, 0.46276482939720154, 0.24344292283058167, -0.30156514048576355, 0.023509684950113297, 0.46676668524742126, -0.0338386707007885, -0.09348688274621964, -0.4647049605846405, 0.5476897954940796, -0.31087589263916016, -0.43712401390075684, -0.326988160610199, 0.18009527027606964, 0.1817752569913864, -0.25372228026390076, 0.5089665055274963, 0.16882231831550598, -1.2629337310791016], [-0.07424508035182953, 0.16340085864067078, 0.0801914632320404, 0.061662472784519196, -0.06873202323913574, 0.0742839053273201, -0.31493017077445984, 0.2524796724319458, -0.19692230224609375, -0.3664208650588989, -1.8283631801605225, -0.11290591210126877, 0.018965687602758408, 0.017862243577837944, -0.2590474784374237, 0.12540282309055328, 0.40689313411712646, 0.041779883205890656, -0.029569784179329872, -0.06264586746692657], [0.09534592926502228, 0.28594639897346497, 0.2536366581916809, -0.2088867425918579, 0.1978285014629364, 0.25436821579933167, 0.07930099219083786, 0.22735656797885895, -0.2439095675945282, 0.32608866691589355, 0.5555942058563232, -0.47805801033973694, -0.042625002562999725, -0.05469942092895508, -0.16275843977928162, -0.09841057658195496, -0.013627218082547188, -0.47904083132743835, 0.07140956073999405, -0.135313019156456], [0.5708993673324585, 0.4555809497833252, -0.34132349491119385, 0.24810990691184998, 0.17326658964157104, -0.24985256791114807, 0.370545893907547, 0.34029263257980347, -0.37473738193511963, 0.3024160861968994, -0.46547242999076843, 0.3992122709751129, -0.01417918037623167, 0.03197256848216057, 0.006731575354933739, 0.37925344705581665, -0.41387835144996643, -0.11597560346126556, -0.9488084316253662, -0.1662851721048355], [0.7184914350509644, 0.39632827043533325, 0.0011933438945561647, -0.4644325077533722, 0.2347971796989441, 0.18811734020709991, 0.1315603107213974, -0.09620609879493713, -0.16531990468502045, 0.156057208776474, -1.014032006263733, -0.6765079498291016, 0.17977000772953033, 0.16937807202339172, -0.3049277067184448, 1.0461173057556152, -0.23118287324905396, -0.21366101503372192, 0.12426798045635223, 0.08080056309700012], [0.348816454410553, 0.610483705997467, 0.38035687804222107, 0.1912100464105606, 0.20100721716880798, 0.21250854432582855, 0.0805123969912529, -0.05595896765589714, 0.34377989172935486, 0.18298934400081635, 0.07482343912124634, 0.027432255446910858, 0.20933066308498383, 0.4464203119277954, -0.0858522579073906, 0.8544467687606812, -0.17672492563724518, -0.32766827940940857, 0.07933807373046875, -0.2665597200393677], [-1.2458686828613281, 0.42306801676750183, 0.5032191872596741, -0.2815578281879425, -0.35941213369369507, -0.03719472512602806, 0.2591772675514221, -0.07171005010604858, 0.2805163562297821, -0.436693012714386, 0.40926265716552734, -0.975155770778656, 0.05545198544859886, 0.15836882591247559, -0.15484614670276642, 0.37650537490844727, -0.21229363977909088, 0.3169892132282257, 0.07064478099346161, -0.02763923816382885], [1.0240886211395264, 0.4940758943557739, -0.18793566524982452, -0.20327770709991455, 0.3429573178291321, 0.18935565650463104, -0.32379549741744995, -0.5725085735321045, 0.19575633108615875, 0.05487646162509918, -0.9925034046173096, 0.7270797491073608, -0.1674218475818634, 0.134497731924057, -0.009004054591059685, 0.22640998661518097, -0.4288475513458252, 0.17115460336208344, -0.0699034184217453, 0.3531801998615265], [-0.1152719035744667, 0.12858515977859497, 0.12228299677371979, 0.03943987190723419, -0.8859504461288452, -0.552188515663147, -0.20443077385425568, 0.12419160455465317, -0.3474045693874359, -0.495501846075058, -0.4327261447906494, -0.8660426735877991, -0.35255667567253113, -0.9993983507156372, 0.12804220616817474, -0.31006503105163574, -0.07504567503929138, 0.27894145250320435, -0.02828286960721016, 0.38756442070007324], [0.12571822106838226, 0.26685500144958496, 0.08492273837327957, -0.01701139472424984, 0.049345288425683975, -0.08563434332609177, 0.13149181008338928, -0.1719912439584732, -0.03863593935966492, 0.13120834529399872, -1.362046718597412, 0.18872563540935516, -0.2668759524822235, 0.04105148836970329, 0.23494349420070648, -0.14039598405361176, -0.06282489746809006, -0.08397278934717178, -1.0718483924865723, -0.7947773933410645], [0.030238274484872818, 0.4445139169692993, 0.09297668188810349, -0.35076797008514404, -0.20500673353672028, -0.12077492475509644, 0.05959070101380348, 0.31522777676582336, -0.23952598869800568, -0.08339333534240723, 0.853864312171936, -0.5551544427871704, 0.38831618428230286, 0.1545509248971939, 0.19538100063800812, 0.4540095031261444, 0.23083151876926422, 0.3778466582298279, 0.261054664850235, -0.4873628616333008], [0.13703814148902893, -0.6583082675933838, -0.5131321549415588, -0.12281105667352676, 0.15484607219696045, -0.0810948833823204, 0.25693464279174805, 0.209911048412323, 0.36611416935920715, -0.1020713597536087, 0.42208054661750793, -0.04391709715127945, -0.06246747449040413, -0.2556453049182892, 0.5448611378669739, -0.15027974545955658, 0.39731258153915405, 0.13781878352165222, -0.22238905727863312, 0.13526469469070435], [-1.4227895736694336, -0.30463144183158875, -0.47144097089767456, 0.32787442207336426, -0.29010629653930664, -0.2699306905269623, -0.1317088007926941, 0.09690452367067337, -0.008909761905670166, -0.33192721009254456, -0.13378964364528656, -0.9511888027191162, 0.0674128383398056, 0.3327591121196747, 0.05799690634012222, -0.15935683250427246, -0.21453934907913208, 0.14458425343036652, -0.12456171214580536, -0.3116011619567871], [-0.06552162766456604, -0.011406450532376766, 0.10270822048187256, 0.050057169049978256, -0.6213434934616089, -0.46587780117988586, 0.3063185513019562, 0.20784465968608856, 0.31431299448013306, 0.5856420397758484, 0.5428094863891602, 0.15625908970832825, -0.02301333099603653, 0.22845585644245148, -0.515152633190155, 0.13957032561302185, -0.04493097588419914, -0.511062741279602, -0.019088121131062508, -0.2924165725708008]], "biases": [0.9230759739875793, -0.031614940613508224, -0.2767379879951477, -0.14329731464385986, 0.11157312989234924, 0.21485422551631927, 0.7626403570175171, -0.1403309404850006, -0.07499562203884125, 0.19797982275485992, 0.2072869837284088, -0.021341998130083084, -0.41302043199539185, 0.25340718030929565, 0.10099585354328156, -0.24271856248378754]}, "3": {"config": {"units": 14, "activation": "relu"}, "weights": [[0.25476765632629395, 0.20434600114822388, 0.05417990684509277, -1.0398832559585571, -0.2631477117538452, -0.0157142486423254, -0.4396621584892273, 0.19790759682655334, -0.3692632019519806, 0.06772853434085846, 1.1116883754730225, -0.3118603825569153, 0.0030799584928900003, -0.052349843084812164, 0.959584653377533, 0.3182074725627899], [0.11485762894153595, 0.3573063910007477, -0.03927876055240631, 0.35583361983299255, 0.025820400565862656, -0.31009870767593384, -0.09446822106838226, -0.04683990404009819, -0.07276815176010132, -0.14242038130760193, -0.6870496869087219, 0.3426975905895233, 0.2944963872432709, 0.0791490375995636, -0.15388578176498413, -0.28169670701026917], [0.5096562504768372, 0.11022944748401642, -0.37684786319732666, -0.6878532767295837, -0.061034951359033585, 0.05200474336743355, 0.2345864474773407, 0.19722965359687805, -0.17520533502101898, 0.21819740533828735, 1.368391752243042, 0.1719091385602951, -0.8141434192657471, -0.1570507138967514, -0.451993852853775, 0.296041876077652], [-0.4618523418903351, -0.1296265870332718, 0.6082184314727783, 0.47801101207733154, 0.41581422090530396, 0.14497007429599762, 0.1111127957701683, -0.33239468932151794, -0.487937331199646, 0.2910013496875763, -1.4441064596176147, -0.47325047850608826, 0.15481840074062347, 0.42736369371414185, 0.07108524441719055, -0.10392752289772034], [-0.2047569751739502, -0.02533787488937378, 0.1716603934764862, -0.19492042064666748, 0.11511218547821045, -0.06288151443004608, -0.22593194246292114, 0.17877884209156036, 0.16214273869991302, 0.13991263508796692, -0.8298097252845764, -0.09763607382774353, 0.014681109227240086, 0.14220866560935974, 0.12008517980575562, -0.05171554163098335], [-0.25057098269462585, -0.07188473641872406, 0.7316398620605469, -0.0631939172744751, -0.18028655648231506, -0.024389294907450676, 0.16843335330486298, -0.437911719083786, -0.6019631028175354, 0.4975765645503998, -1.331073522567749, -0.33686375617980957, 0.11987151205539703, 0.022939322516322136, 0.7572341561317444, -0.23345394432544708], [-0.3721458613872528, 0.20250172913074493, 0.4108116626739502, 0.007437905762344599, 0.12618869543075562, 0.20586737990379333, -0.8453072309494019, -0.22553300857543945, 0.26687121391296387, -0.12393714487552643, -1.484472632408142, -0.5218274593353271, 0.0510476678609848, 0.26530441641807556, 0.06071777269244194, 0.4344449043273926], [-0.03482429310679436, 0.17887425422668457, 0.06612153351306915, -0.20928481221199036, -0.03691849112510681, -0.46763354539871216, 0.06341099739074707, 0.20762388408184052, 0.09006825089454651, 0.07747282087802887, -0.9858853220939636, -0.0976400375366211, -0.036349184811115265, 0.24376939237117767, 0.035441700369119644, 0.0983629897236824], [0.0958961546421051, -0.02687930501997471, 0.3627603352069855, 0.25772273540496826, 0.16594348847866058, -0.5375771522521973, 0.3418286144733429, -0.0415891595184803, -0.04850761592388153, -0.5723814368247986, -1.2091890573501587, 0.020603755488991737, -0.06651990115642548, -0.3755744993686676, -1.087613821029663, -0.4858412444591522], [-0.2984984219074249, -0.2614505887031555, 0.17055949568748474, 0.06797334551811218, -0.12683549523353577, 0.13555872440338135, -0.7936128973960876, -0.3144558370113373, 0.25057297945022583, 0.031536441296339035, -1.4530564546585083, -0.445810467004776, -0.04791945591568947, 0.3852689564228058, 0.5720934867858887, 0.3001077473163605], [-0.2094261795282364, -0.21808163821697235, 0.20190030336380005, 0.013026892207562923, 0.07466580718755722, -0.08105982840061188, -0.255511999130249, 0.15354329347610474, 0.020423801615834236, -0.0557180792093277, -0.9533406496047974, -0.1372768133878708, 0.15318557620048523, 0.19541408121585846, 0.34040409326553345, -0.13750667870044708], [0.09780817478895187, 0.1880618780851364, -0.0838836058974266, -0.20850679278373718, 0.007727725896984339, -0.5349962711334229, 0.0635884553194046, 0.461966335773468, 0.04148820787668228, 0.20097960531711578, 0.3232743740081787, 0.27975529432296753, -0.16811536252498627, 0.25839561223983765, 0.1202985942363739, -0.062424059957265854], [-0.024312349036335945, -0.034892261028289795, 0.33719223737716675, 0.45805224776268005, 0.3226519823074341, 0.07018034905195236, 0.062002409249544144, -0.05585363507270813, 0.07128985971212387, 0.19367682933807373, 1.664992332458496, 0.2144843190908432, -0.3337315022945404, 0.09275354444980621, -0.4401920735836029, -0.19622600078582764], [0.2806815207004547, 0.18687216937541962, -0.33886080980300903, 0.4542200565338135, -0.3831484913825989, 0.4063585698604584, -0.7635313272476196, -0.46695786714553833, 0.089298315346241, 0.7257252931594849, 0.2456088662147522, 0.5021324157714844, 0.2948720157146454, -0.417646586894989, -0.07374180108308792, 1.0796273946762085]], "biases": [-0.38231658935546875, -0.1348985731601715, 0.08543543517589569, 0.5371074080467224, 0.2443465292453766, 0.2810796797275543, 0.5009334087371826, -0.1904440075159073, 0.20988281071186066, 0.2873959243297577, -0.0026441451627761126, 0.2729327976703644, -0.424058198928833, -0.3587384521961212]}, "4": {"config": {"units": 12, "activation": "linear"}, "weights": [[-0.08094783872365952, -0.5478566884994507, 0.09226153790950775, -0.31424814462661743, 0.39490950107574463, 0.07143711298704147, -0.03341309726238251, 0.24492569267749786, -0.47523829340934753, -0.08746551722288132, -0.005825492553412914, 0.39693066477775574, -0.23374362289905548, -0.24782244861125946], [-0.08384547382593155, -0.4492393732070923, 0.11866891384124756, -0.3461320698261261, 0.4672228991985321, -0.04551142826676369, -0.11494207382202148, 0.02786073461174965, -0.5799795985221863, -0.0332622304558754, 0.025083418935537338, 0.45283570885658264, -0.23490087687969208, -0.3212471902370453], [-0.007288278546184301, -0.46778422594070435, 0.26531365513801575, -0.4027763605117798, 0.10691831260919571, -0.16770119965076447, -0.1436086744070053, 0.3136039078235626, -0.7870198488235474, -0.05937115103006363, 0.3118588626384735, 0.30393293499946594, -0.11831343919038773, -0.36919301748275757], [0.11080692708492279, -0.42165613174438477, 0.3191084563732147, -0.4117033779621124, -0.08476696908473969, -0.3394048810005188, -0.17241635918617249, 0.3839445412158966, -1.1120514869689941, -0.1161608025431633, 0.33439019322395325, 0.273856520652771, -0.02054484188556671, -0.37736257910728455], [0.26549896597862244, -0.13425251841545105, 0.32496166229248047, -0.38035428524017334, 0.4286136329174042, -0.5702129006385803, -0.32932162284851074, 0.35074394941329956, -1.3580726385116577, -0.14948688447475433, -0.1860598474740982, 0.12153869867324829, 0.09220798313617706, -0.34716132283210754], [0.3134382963180542, -0.15875084698200226, 0.27074456214904785, -0.2993967831134796, -0.14615118503570557, -0.8028895258903503, -0.030608905479311943, 0.22497472167015076, -1.7214972972869873, -0.566396951675415, -0.22115834057331085, 0.4183250665664673, 0.03602594509720802, -0.2842276692390442], [0.2518714368343353, 0.03307607024908066, 0.3880159556865692, -0.33334842324256897, -0.03769277036190033, -1.0541009902954102, -0.07222741097211838, 0.13311807811260223, -1.8301165103912354, -0.7099016308784485, -0.30837398767471313, 0.3497484028339386, 0.039188988506793976, -0.272024542093277], [-0.012647858820855618, -0.0765494629740715, 0.6129461526870728, -0.34743791818618774, -0.07571721822023392, -1.2318594455718994, -0.37703990936279297, 0.16412238776683807, -1.9034432172775269, -0.6084854006767273, 0.05241398140788078, 0.1522686630487442, 0.11058037728071213, -0.18058857321739197], [-0.17713479697704315, 0.0770793929696083, 0.6691678166389465, -0.49812525510787964, 0.017277680337429047, -1.2495797872543335, -0.6442621946334839, 0.2705502510070801, -2.275130033493042, -0.48053956031799316, 0.11227566003799438, -0.022583067417144775, 0.3167797029018402, -0.12737427651882172], [-0.29047614336013794, 0.13681897521018982, 0.44772663712501526, -0.4393312335014343, 0.24934808909893036, -1.2982391119003296, -0.6198888421058655, -0.2566792070865631, -2.208976984024048, -0.43452662229537964, -0.28073132038116455, 0.3183935582637787, 0.24562664330005646, 0.02525738999247551], [-0.33838769793510437, 0.26226556301116943, 0.45484185218811035, -0.5661726593971252, -0.04653153941035271, -1.1618610620498657, -0.6641672849655151, 0.14484865963459015, -2.5531258583068848, -0.5184064507484436, -0.16033297777175903, 0.1812303513288498, 0.39812248945236206, 0.03967271000146866], [-0.46111416816711426, 0.17234034836292267, 0.5594376921653748, -0.5526444315910339, 0.07106208801269531, -1.1735873222351074, -0.7643489837646484, -0.1453070044517517, -2.544044017791748, -0.5430949330329895, 0.046187128871679306, 0.18729130923748016, 0.39787933230400085, 0.08734411746263504]], "biases": [0.046762317419052124, 0.0035810903646051884, 0.08858741819858551, 0.1005314514040947, 0.09670642763376236, -0.023618638515472412, -0.001101341680623591, 0.05117172747850418, 0.23892360925674438, 0.03920824080705643, 0.18534491956233978, 0.06194194033741951]}}
# 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
from statistics import variance, mean
# training_vars = []
# correct_vars = []
# incorrect_vars = []
data = []
days = int(input())
for i in range(days):
temps = [float(x) for x in input().split()]
data.append(temps)
TRAINING_MEAN = 4.9959406249999985
TRAINING_VAR = 6.964563233695652
for d in data:
avg = sum(d[:24]) / 24
var = variance(d[:24])
if abs(TRAINING_MEAN - avg) < 15 and abs(TRAINING_VAR - var) < 30:
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)
else:
print("? " * 12)
# incorrect = 0
# correct = 0
# var = variance(d[:24])
# training_vars.append(var)
# if (incorrect > 4):
# incorrect_vars.append(var)
# else:
# correct_vars.append(var)
# total_correct += correct
# total_incorrect += incorrect
# score = 25 * (total_correct - total_incorrect) / days
# print(mean(correct_vars))
# print(mean(incorrect_vars))
# print(mean(training_vars))
# print(total_correct, total_incorrect, score)
# file.close()