layers={"0": {"config": {"units": 24, "activation": "relu"}, "weights": [[0.35232266783714294, -0.07165643572807312, -0.21724696457386017, -0.2166764885187149, -0.0761488676071167, -0.10665813833475113, -0.047406282275915146, 0.0990084856748581, 0.12868528068065643, -0.3723537027835846, 0.15143153071403503, -0.053894829005002975, -0.2724308371543884, 0.16224108636379242, 0.04210532084107399, -0.04175316169857979, -0.1504608392715454, 0.008822067640721798, 0.19890350103378296, 0.16008102893829346, -0.051888611167669296, -0.13974560797214508, 0.23261886835098267, 0.7529243230819702], [0.11068452149629593, 0.08167276531457901, 0.2384016513824463, -0.09624431282281876, -0.16110827028751373, -0.004426259081810713, 0.09555903822183609, 0.29496970772743225, 0.21378687024116516, 0.06730306148529053, 0.22380481660366058, -0.04395227134227753, -0.0027270314749330282, 0.28969404101371765, -0.30440694093704224, -0.1695692241191864, 0.2852482795715332, -0.040377892553806305, -0.13504120707511902, 0.14395570755004883, 0.14413300156593323, -0.16018813848495483, -0.1689193695783615, 0.4551593065261841], [-0.25592246651649475, -0.21269433200359344, 0.026530561968684196, -0.13116471469402313, 0.03917074203491211, 0.025683768093585968, -0.1892995685338974, -0.1551794558763504, 0.17281866073608398, 0.30866479873657227, -0.20592647790908813, -0.17518329620361328, 0.023410670459270477, 0.017245706170797348, 0.14697833359241486, 0.2601695656776428, 0.2008785456418991, 0.006604092661291361, 0.36797383427619934, 0.12309940159320831, 0.010072330012917519, 0.35923710465431213, 0.1509764939546585, 0.560215413570404], [0.23905181884765625, -0.04920079931616783, 0.32866719365119934, -0.19941793382167816, 0.02993297018110752, 0.07681409269571304, 0.16793155670166016, -0.24478839337825775, -0.297573447227478, -0.3588974177837372, -0.2538788318634033, -0.01222020760178566, -0.11043808609247208, -0.22007814049720764, 0.09257224202156067, 0.36916807293891907, -0.11220091581344604, 0.140558123588562, 0.32682445645332336, 0.09660293161869049, 0.3565455973148346, -0.03126627951860428, 0.004946520552039146, 0.2332851141691208], [0.013818140141665936, -0.0058531383983790874, 0.06669891625642776, 0.22857004404067993, -0.15181900560855865, 0.1412731558084488, 0.1596822589635849, -0.1054171547293663, -0.028703909367322922, -0.12426036596298218, 0.13646775484085083, -0.17055685818195343, -0.17532728612422943, 0.18651604652404785, -0.26678022742271423, 0.3502381443977356, 0.2562115490436554, 0.3401988744735718, 0.04100284352898598, -0.0483119934797287, -0.014432592317461967, -0.199984610080719, 0.10334286838769913, 0.10122078657150269], [-0.14000162482261658, 0.02286023460328579, -0.15981525182724, 0.24470645189285278, 0.027387268841266632, -0.2538299262523651, -0.14830632507801056, 0.09470203518867493, 0.3371059000492096, 0.01222963910549879, 0.0008617796120233834, 0.2112766057252884, 0.09279569983482361, -0.2115117758512497, 0.15832486748695374, -0.1014799177646637, 0.47137948870658875, -0.19622290134429932, 0.41989827156066895, 0.3577106297016144, -0.13164356350898743, -0.08726756274700165, -0.38513505458831787, -0.7592130303382874], [0.13329917192459106, 0.02238350175321102, 0.32798781991004944, -0.09651307016611099, 0.39754152297973633, 0.0364660881459713, -0.023826172575354576, 0.20968733727931976, -0.045635100454092026, 0.2678018808364868, 0.11018220335245132, -0.3395005762577057, -0.058835938572883606, 0.3577370345592499, 0.11996598541736603, -0.45613399147987366, -0.01960018463432789, -0.3768284320831299, -0.056667763739824295, -0.3757554590702057, -0.006954851560294628, 0.12044856697320938, 0.1335773468017578, -0.09167543053627014], [0.3710508644580841, 0.136913001537323, 0.3234328627586365, -0.11891867965459824, 0.03986049443483353, 0.023701079189777374, 0.05005088448524475, -0.03296738490462303, 0.34940794110298157, -0.19653190672397614, -0.21361307799816132, -0.34317880868911743, 0.2825939357280731, -0.22942233085632324, -0.2546274662017822, 0.2694304883480072, -0.08528012782335281, -0.4865451455116272, 0.1260552555322647, 0.04085424169898033, 0.4016817510128021, 0.25225377082824707, 0.062101781368255615, -0.6476043462753296], [-0.27804693579673767, 0.29272231459617615, -0.13494881987571716, 0.42009103298187256, -0.010355588048696518, -0.034583333879709244, -0.22244325280189514, 0.26500776410102844, -0.18164613842964172, 0.3287488520145416, -0.03150229528546333, 0.08835086971521378, -0.299098938703537, -0.13971208035945892, -0.2859768271446228, 0.08788473904132843, 0.34416601061820984, 0.012783386744558811, 0.10743731260299683, -0.2783040702342987, -0.19212205708026886, -0.06602512300014496, -0.3756076395511627, -0.3440387547016144], [-0.0669654980301857, -0.005924566648900509, 0.09728177636861801, 0.4799155592918396, -0.1549520641565323, -0.1357778161764145, -0.2952590882778168, 0.14973102509975433, -0.24210821092128754, -0.09615250676870346, -0.2077331840991974, 0.37077948451042175, 0.0017303391359746456, -0.2270810753107071, -0.031620439141988754, -0.04305501654744148, -0.11537542194128036, -0.21989241242408752, -0.0008638809667900205, 0.22393852472305298, 0.23825068771839142, -0.028804630041122437, 0.11495409160852432, 0.7445621490478516], [0.2556702196598053, -0.07741200178861618, -0.23633266985416412, -0.11646302044391632, 0.14081387221813202, 0.009610682725906372, -0.29921314120292664, -0.04840436205267906, -0.05148349329829216, -0.0361446887254715, 0.05987052619457245, -0.35089632868766785, 0.010710464790463448, 0.3431684970855713, 0.14312291145324707, -0.3290044069290161, -0.33562684059143066, 0.21185103058815002, -0.093290314078331, 0.12301020324230194, 0.012945895083248615, 0.23842531442642212, 0.3463550806045532, -0.24335071444511414], [0.029885075986385345, -0.23730546236038208, -0.12836508452892303, -0.03178849443793297, 0.11587900668382645, -0.1764882355928421, -0.1753220111131668, -0.14578871428966522, -0.06909225136041641, 0.24735501408576965, -0.23968443274497986, 0.12400264292955399, -0.19294637441635132, 0.14110754430294037, -0.2682514488697052, -0.2361440658569336, 0.07924514263868332, 0.026175111532211304, -0.17532210052013397, 0.2326219230890274, -0.25399747490882874, 0.27196836471557617, 0.20324212312698364, -0.6690440773963928], [0.0876055508852005, -0.3283095061779022, -0.013265639543533325, 0.0741826519370079, -0.00046623870730400085, -0.16020222008228302, 0.010127805173397064, 0.23778700828552246, 0.1823265254497528, -0.07615511119365692, 0.26563674211502075, 0.3646848797798157, 0.07369056344032288, 0.20077717304229736, 0.32105064392089844, 0.2207438200712204, -0.08512599021196365, -0.2119964063167572, 0.17549869418144226, -0.24468770623207092, -0.21924446523189545, -0.3687852621078491, -0.17549540102481842, 0.17488232254981995], [-0.013507057912647724, 0.22261784970760345, -0.1467178761959076, -0.2926493287086487, -0.2147522270679474, 0.20498622953891754, -0.25698843598365784, -0.09883418679237366, 0.259490966796875, 0.07628727704286575, -0.20420430600643158, 0.21044772863388062, -0.19946299493312836, 0.33887356519699097, 0.34278106689453125, -0.008085435256361961, 0.09926620870828629, 0.2872779965400696, 0.055931128561496735, 0.0986195057630539, -0.16846340894699097, 0.07358819991350174, -0.10963822901248932, -0.9248819947242737], [-0.08095362037420273, 0.18123212456703186, -0.2681223750114441, -0.21092163026332855, -0.05032961815595627, 0.3536042273044586, 0.20243044197559357, 0.4265497922897339, 0.01880994439125061, 0.23622439801692963, 0.03999851271510124, -0.1850106567144394, 0.19396349787712097, -0.3292938470840454, -0.2749379873275757, -0.16893544793128967, -0.20232737064361572, 0.0024073258973658085, 0.02313113771378994, 0.05941595509648323, 0.002377580851316452, -0.11309760808944702, 0.24831533432006836, -0.6132412552833557], [0.25435972213745117, 0.13629552721977234, -0.02515043132007122, 0.04986409470438957, -0.2013411521911621, 0.28853195905685425, 0.11270806193351746, -0.2334194779396057, 0.17120681703090668, -0.35977575182914734, 0.10140002518892288, 0.21457427740097046, -0.2462671846151352, 0.22335214912891388, 0.19333334267139435, 0.0036164983175694942, -0.24208034574985504, 0.08740157634019852, -0.04135513678193092, -0.22433550655841827, 0.31590503454208374, 0.10752569884061813, -0.028139060363173485, -0.4972527325153351], [-0.22361966967582703, -0.25262078642845154, -0.07636205852031708, -0.1325794905424118, -0.19030508399009705, 0.12199574708938599, -0.06711237132549286, 0.2490987330675125, -0.14443199336528778, 0.35807305574417114, -0.049789030104875565, 0.016085239127278328, -0.1108192726969719, 0.02431369200348854, -0.08068159967660904, 0.28137415647506714, -0.07220253348350525, -0.21505601704120636, 0.23255221545696259, -0.19113267958164215, -0.05602166801691055, -0.1424664705991745, -0.25397756695747375, 0.8968530893325806], [-0.23036521673202515, -0.30443212389945984, -0.02525300160050392, 0.2782977819442749, 0.46857988834381104, 0.27052736282348633, -0.15705934166908264, 0.381346732378006, -0.06394968181848526, -0.3545336127281189, -0.15923379361629486, 0.11183380335569382, -0.2882812023162842, -0.058951541781425476, 0.014029732905328274, -0.10746701806783676, 0.1968691647052765, 0.06466813385486603, 0.33323991298675537, 0.3681035339832306, -0.05736624822020531, -0.34954237937927246, 0.19018080830574036, -0.08447092771530151], [-0.2259705513715744, 0.3211331367492676, 0.25193512439727783, -0.13192489743232727, 0.2117759734392166, 0.31020161509513855, -0.10854028910398483, -0.2626069188117981, -0.14537262916564941, -0.2843793034553528, 0.12062893807888031, -0.25677838921546936, 0.3830070495605469, 0.28577277064323425, -0.08793286234140396, 0.3225401043891907, -0.011744517832994461, -0.2589106559753418, -0.5243077874183655, -0.4288173019886017, -0.04767696186900139, 0.05200117453932762, 0.40062251687049866, 0.34731656312942505], [0.32510897517204285, -0.22544099390506744, 0.20724017918109894, 0.019478976726531982, 0.1492859423160553, -0.3353159725666046, 0.18908973038196564, -0.16230244934558868, -0.2444237321615219, 0.23246131837368011, -0.09946243464946747, -0.25753116607666016, -0.32104915380477905, -0.07085094600915909, -0.2695145905017853, -0.07180900126695633, -0.12437020242214203, 0.10439025610685349, -0.07909397780895233, 0.3015238046646118, -0.1453091949224472, -0.2579002380371094, -0.08273711055517197, -0.5896328091621399], [0.19375348091125488, -0.2372847944498062, 0.22655807435512543, 0.02949025295674801, 0.06129596754908562, 0.3821292221546173, 0.06495809555053711, 0.3373887836933136, 0.16530942916870117, 0.060040004551410675, -0.026995744556188583, -0.005472681485116482, 0.31967028975486755, -0.35016191005706787, 0.20122183859348297, 0.07711001485586166, -0.12237125635147095, -0.19369609653949738, 0.0992729589343071, -0.04904574155807495, -0.03736307844519615, 0.28446871042251587, 0.04996877908706665, 0.37678924202919006], [0.21718578040599823, 0.12120909988880157, -0.13000808656215668, 0.25332126021385193, -0.014443024061620235, -0.1427457332611084, 0.18354293704032898, -0.01778780296444893, -0.288133442401886, 0.08212224394083023, 0.11235164105892181, -0.09652739763259888, -0.12595543265342712, -0.2296781986951828, -0.14374293386936188, -0.41531530022621155, -0.12506544589996338, 0.06998894363641739, 0.1422806680202484, -0.11542363464832306, 0.07403405010700226, -0.29930710792541504, 0.19373157620429993, 0.8170280456542969], [-0.37312158942222595, -0.2611551582813263, 0.05503558740019798, -0.018582377582788467, 0.19090376794338226, 0.2763484716415405, 0.4059615433216095, 0.2506940960884094, 0.10422403365373611, 0.15254369378089905, -0.2742727994918823, -0.223040372133255, 0.07629754394292831, -0.16743050515651703, 0.23694774508476257, 0.3040499687194824, 0.04151427745819092, 0.03201507031917572, -0.12930512428283691, 0.07577858120203018, -0.21979352831840515, -0.2595635950565338, 0.0220731720328331, 0.32416099309921265], [0.3413419723510742, -0.21287447214126587, -0.14329750835895538, 0.07386963814496994, -0.09824171662330627, -0.44153234362602234, 0.23840303719043732, -0.38202446699142456, 0.11274614930152893, -0.321938693523407, -0.3351633548736572, -0.26013100147247314, 0.09983497112989426, 0.27429160475730896, 0.39843353629112244, 0.3942711353302002, -0.016469260677695274, -0.16372562944889069, 0.3619956970214844, -0.09838329255580902, 0.18312540650367737, -0.05442550405859947, -0.0999080240726471, -0.037198953330516815]], "biases": [-0.20692095160484314, -0.0395299568772316, 0.06857217848300934, -0.14025229215621948, 0.038747578859329224, 0.5334737300872803, -0.2206922173500061, 0.28073105216026306, 0.0976843610405922, -0.3861313462257385, -0.1063368171453476, 0.20078860223293304, 0.06796997785568237, 0.021910779178142548, 0.34990832209587097, 0.5172274708747864, 0.19426582753658295, -0.2279110699892044, -0.09167522192001343, 0.23568113148212433, 0.052176352590322495, 0.24135561287403107, -0.18331767618656158, -0.025427063927054405]}, "1": {"config": {"units": 20, "activation": "relu"}, "weights": [[0.2600809931755066, 0.15759241580963135, -0.13463455438613892, 0.1851581335067749, 0.3774608373641968, -0.537868320941925, -0.5975289940834045, 0.3475451171398163, -0.1551162749528885, -0.29890623688697815, 0.19408582150936127, 0.3068698048591614, 0.24807612597942352, -0.24895304441452026, 0.10100184381008148, -0.33610448241233826, 0.32033732533454895, -0.6301897764205933, -0.2926241457462311, -0.202434703707695, -0.34223559498786926, 0.22440145909786224, -0.9596466422080994, -0.048028938472270966], [0.25395667552948, -0.4806700348854065, 0.09189742803573608, -0.014135700650513172, 0.1314789056777954, 0.15429969131946564, -0.4118611812591553, -0.23326991498470306, -0.23173262178897858, 0.009321549907326698, -0.014804353937506676, 0.18117833137512207, -0.1277686357498169, -0.5031575560569763, -0.31392839550971985, 0.16165828704833984, -0.12415015697479248, 0.08779866993427277, -0.47109341621398926, 0.07127828896045685, -0.10119342058897018, 0.2444288432598114, 0.40068385004997253, -0.30657079815864563], [0.28854990005493164, 0.10435014963150024, 0.1214543879032135, -0.05720772221684456, -0.1568533033132553, -0.4240417182445526, -0.01223190687596798, -0.3793092966079712, 0.3456811308860779, -0.021410062909126282, -0.5992826223373413, 0.11291811615228653, 0.2666585147380829, -0.30154886841773987, 0.3263583481311798, -0.05238119512796402, -0.019363462924957275, -0.3475564122200012, 0.12105021625757217, -0.2405858337879181, 0.09059209376573563, 0.19596433639526367, -0.20475809276103973, 0.23597025871276855], [-0.08685248345136642, 0.18668290972709656, -0.2808932662010193, 0.4556490182876587, -0.20864099264144897, 0.4043760895729065, -0.0836547464132309, -0.21000432968139648, 0.0998370498418808, -0.11911008507013321, 0.2121942788362503, 0.31268778443336487, -0.07734578102827072, -0.29589614272117615, 0.22773665189743042, -0.20349083840847015, 0.35334402322769165, 0.27770593762397766, -0.31674259901046753, -0.2572768032550812, 0.06768465787172318, 0.5914085507392883, 0.08056188374757767, -0.2145959734916687], [-0.082859106361866, 0.1672668755054474, 0.2549884021282196, 0.34520289301872253, 0.2733488976955414, -0.5480044484138489, -0.14532680809497833, 0.13493163883686066, -0.9069344401359558, 0.0015556089347228408, -0.3466777503490448, -0.1352747231721878, 0.241835817694664, 0.5391883850097656, -0.10306638479232788, 0.2191610187292099, -0.1762569099664688, 0.035839587450027466, 0.0050779227167367935, -0.7139895558357239, 0.2672492265701294, -0.05230185389518738, -0.11624789237976074, 0.529625415802002], [-0.25635987520217896, 0.2064168006181717, 0.27401241660118103, 0.2816940248012543, -0.06139308586716652, -0.36726608872413635, 0.009662785567343235, -0.45573100447654724, -0.043949127197265625, 0.07825684547424316, -0.47412109375, 0.07067444920539856, 0.2679719626903534, 0.08595316857099533, 0.043177880346775055, -0.31974077224731445, 0.26033228635787964, 0.06306435912847519, -0.06525632739067078, 0.24258479475975037, 0.2949160635471344, -0.2772296667098999, -0.015573384240269661, -0.006101895123720169], [0.45961007475852966, 0.1513194441795349, 0.14687559008598328, 0.21715499460697174, -0.2272847592830658, 0.4078320860862732, -0.038676101714372635, 0.11858415603637695, -0.0463901162147522, 0.19249343872070312, -0.32231730222702026, -0.16819177567958832, 0.04906272515654564, -0.3401448726654053, -0.052616607397794724, -0.23445312678813934, 0.1490272581577301, -0.09532447159290314, 0.1436845362186432, 0.19499905407428741, -0.24864086508750916, 0.26477113366127014, 0.2695193290710449, -0.20131385326385498], [-0.06601044535636902, -0.12163315713405609, 0.3014831244945526, 0.16715885698795319, -0.2011108696460724, 0.2866835296154022, -0.11603374779224396, 0.40154585242271423, -0.2380707859992981, -0.40070927143096924, 0.3938100039958954, 0.2419796884059906, 0.09503649920225143, 0.6110767722129822, 0.2297908216714859, 0.337879478931427, 0.14140798151493073, 0.09302809089422226, 0.07069511711597443, 0.3044671416282654, -0.17872576415538788, -0.34722912311553955, 0.3314390778541565, -0.07955433428287506], [0.31795233488082886, 0.32785120606422424, 0.3718905746936798, -0.08100671321153641, 0.01237256359308958, 0.12563441693782806, -0.11022236943244934, 0.1131644919514656, -0.5741477608680725, -0.014901343733072281, 0.306780070066452, -0.29882392287254333, -0.2014348953962326, 0.08720434457063675, -0.1837148666381836, 0.10388392210006714, 0.2765834331512451, 0.14361383020877838, 0.09827234596014023, -0.22371356189250946, 0.13895854353904724, 0.5082986354827881, 0.035870812833309174, 0.10650087893009186], [0.21045875549316406, -0.17756490409374237, 0.11938046663999557, -0.37040257453918457, -0.06502354145050049, -0.22481924295425415, 0.2770572006702423, -0.2333747148513794, -0.5048313736915588, -0.2106856405735016, -0.08302154392004013, -0.17859099805355072, 0.16045989096164703, -0.2965118885040283, 0.3993779718875885, -0.04426421970129013, 0.26827943325042725, 0.09764999151229858, -0.09632512181997299, -0.658608615398407, 0.2550453543663025, 0.17756418883800507, 0.32671600580215454, 0.4797211289405823], [0.33362653851509094, 0.37987902760505676, -0.35429292917251587, 0.2540270984172821, -0.1698445975780487, -0.25157031416893005, -0.14185839891433716, -0.23044972121715546, 0.33279043436050415, -0.37062862515449524, 0.08899178355932236, -0.354197233915329, -0.17100699245929718, -0.5474404692649841, 0.1282711774110794, 0.3036467432975769, -0.035058505833148956, -0.2810232639312744, -0.565660834312439, -0.05380085110664368, 0.019732125103473663, -0.11617628484964371, 0.25637543201446533, 0.22963079810142517], [-0.19910770654678345, 0.037411902099847794, 0.007680788636207581, 0.2552139461040497, -0.5928325057029724, -0.10363723337650299, -0.008796759881079197, 0.5285213589668274, 0.11257849633693695, -0.19353309273719788, 0.5128338932991028, -0.23864871263504028, 0.4313111901283264, 0.32156962156295776, -0.11638350784778595, -0.012007556855678558, -0.5170401930809021, -0.6201893091201782, 0.030792100355029106, -0.2525482773780823, -0.10932977497577667, -0.007821659557521343, -0.37816208600997925, -0.41454407572746277], [0.026180747896432877, 0.18187393248081207, -0.055241286754608154, -0.22773875296115875, -0.3238445222377777, -0.11673998832702637, 0.13135208189487457, -0.2800893187522888, 0.17245197296142578, 0.4481983482837677, 0.04823702201247215, 0.1429213583469391, -0.1562647521495819, -0.03273453935980797, 0.05262860655784607, 0.017551658675074577, -0.13426053524017334, -0.015077074989676476, 0.17711719870567322, 0.14599840342998505, 0.26351824402809143, -0.05401236191391945, -0.014530397951602936, -0.0014507255982607603], [-0.03507385402917862, -0.01887589506804943, 0.3462909162044525, 0.06335403025150299, 0.24250097572803497, -0.6890430450439453, 0.2392909973859787, -0.33214524388313293, 0.11554727703332901, 0.26154983043670654, -0.08388184010982513, -0.2688286006450653, 0.044485729187726974, -0.2429308444261551, -0.055165693163871765, -0.025523290038108826, -0.3802984058856964, 0.14235344529151917, 0.3082599937915802, 0.041057784110307693, 0.22833563387393951, 0.34381821751594543, 0.4615320563316345, 0.009095550514757633], [-0.05311150476336479, -0.16597869992256165, -0.13876305520534515, -0.3071920871734619, -0.11354953050613403, 0.09872154891490936, 0.48201608657836914, -0.29765191674232483, -0.3875746726989746, 0.3814273178577423, 0.4052877724170685, -0.040797214955091476, 0.031708840280771255, 0.01737286150455475, -0.1226712167263031, -0.01773270033299923, 0.2291840761899948, 0.11819874495267868, 0.4921264946460724, 0.08754005283117294, 0.15218737721443176, 0.4813915491104126, -0.02700519748032093, -0.02781924419105053], [0.008958258666098118, -0.4868353009223938, 0.23190422356128693, 0.2523103356361389, -0.8909500241279602, 0.655928373336792, -0.19187471270561218, 0.31036072969436646, 0.3539447784423828, -0.28640198707580566, -0.08025471866130829, -0.22743484377861023, -0.6609686017036438, 0.18851450085639954, 0.18678125739097595, 0.05073356255888939, -0.28982314467430115, -0.36649462580680847, -0.5365532040596008, -0.07746413350105286, -0.6160191297531128, -0.06934111565351486, -0.5021317601203918, -0.12648238241672516], [-0.25507593154907227, 0.10618989914655685, 0.3071570098400116, -0.4519178569316864, -0.14408648014068604, 0.1174427717924118, 0.24920788407325745, 0.10022696852684021, 0.23939891159534454, -0.2676832675933838, -0.1675424426794052, 0.3458552658557892, 0.012492825277149677, 0.3066457509994507, 0.3862484097480774, 0.18009833991527557, -0.4383634030818939, 0.1777702271938324, 0.06254923343658447, 0.3589722216129303, -0.15835963189601898, -0.3382223844528198, 0.12127090245485306, 0.03190208226442337], [0.06787090748548508, 0.13767462968826294, 0.1955743283033371, -0.029744327068328857, 0.016757523640990257, 0.5165716409683228, 0.02029471844434738, -0.07992449402809143, 0.042621858417987823, -0.42324304580688477, -0.04408032074570656, 0.22441473603248596, 0.29508358240127563, 0.11744660139083862, -0.37087714672088623, 0.045004893094301224, -0.3695434033870697, -0.35409605503082275, 0.752526044845581, -0.08175299316644669, -0.33965787291526794, -0.07163217663764954, 0.22999471426010132, -0.012290566228330135], [-0.4180469214916229, 0.26518699526786804, 0.06847821176052094, 0.27058541774749756, -0.16356109082698822, 0.15017156302928925, 0.2308875024318695, -0.025726811960339546, 0.04416697844862938, -0.04255423694849014, -0.11995857208967209, -0.29097214341163635, 0.16319209337234497, 0.014911896549165249, 0.16512317955493927, 0.30537086725234985, -0.5976229906082153, -0.0678604245185852, -0.0691426545381546, 0.03473690524697304, 0.17517712712287903, -0.17754937708377838, -0.4116637110710144, 0.0685579851269722], [0.004440684802830219, 0.2816132605075836, 0.11225947737693787, -0.010353140532970428, -0.2651219964027405, 0.517012894153595, 0.23216283321380615, -0.03472154960036278, -0.9706433415412903, -0.2819022238254547, -0.7964919209480286, -0.44955533742904663, 0.026865586638450623, -0.25150182843208313, 0.30915048718452454, 0.1823289841413498, 0.14505168795585632, 0.4506973922252655, -0.2662489116191864, -1.073827862739563, -0.05340715870261192, -0.053401101380586624, 0.02848001942038536, -0.09838936477899551]], "biases": [-0.14622461795806885, 0.3186153173446655, 0.2883637249469757, -0.2868497669696808, 0.16780830919742584, 0.05711115896701813, 0.22942589223384857, 0.00600166991353035, -0.25415292382240295, 0.16381829977035522, 0.19817695021629333, -0.33285099267959595, -0.28047505021095276, -0.13769397139549255, 0.007039377465844154, -0.45910510420799255, 0.12651346623897552, -0.05170774459838867, 0.3510642647743225, 0.2992769181728363]}, "2": {"config": {"units": 16, "activation": "relu"}, "weights": [[0.42555341124534607, -0.2159220576286316, 0.4565746486186981, 0.11699030548334122, 0.19450131058692932, 0.19152730703353882, 0.06488148123025894, 0.01012761052697897, -0.30988216400146484, -0.2783128321170807, -0.4297112226486206, 0.11550983786582947, -0.11054296791553497, -0.38661932945251465, 0.3546528220176697, 0.5062527656555176, -0.13275180757045746, -0.3180319368839264, -0.1136968806385994, 0.8117238879203796], [-0.3845606744289398, 0.2843216061592102, -0.20195528864860535, -0.17470473051071167, 0.11009782552719116, -0.046940892934799194, -0.3674968183040619, -0.024543166160583496, -0.35305070877075195, -0.15494796633720398, -0.3991466462612152, -0.24777856469154358, -0.031649231910705566, -0.3862453103065491, -0.06682029366493225, -0.13165557384490967, -0.3201691508293152, -0.21958285570144653, -0.10585173964500427, -0.07568567991256714], [-0.012479648925364017, 0.3721714913845062, 0.4828011393547058, 0.21530134975910187, -0.4342285096645355, 0.14891095459461212, 0.3120080530643463, -0.06486696749925613, -0.11248326301574707, -0.20244401693344116, 0.29128319025039673, 0.03471308574080467, -0.34778833389282227, -0.2342521697282791, 0.22418537735939026, 0.20126786828041077, -0.13168242573738098, 0.33323368430137634, 0.3474661409854889, -0.31599360704421997], [-0.21794360876083374, 0.34599897265434265, 0.0565451942384243, 0.015965700149536133, -0.007160765118896961, 0.2017052322626114, -0.5513772368431091, 0.3165936768054962, -0.19560174643993378, -0.40270185470581055, -0.6479331254959106, 0.5364500880241394, -0.1303994059562683, 0.16496625542640686, -0.38276129961013794, 0.17533090710639954, 0.4786718487739563, 0.016404708847403526, -0.019968818873167038, -0.21287386119365692], [0.3071562349796295, 0.4042539596557617, 0.17119504511356354, -0.2268018126487732, 0.1828950047492981, 0.2347884625196457, 0.19996757805347443, 0.11861036717891693, -0.15468589961528778, 0.3200867772102356, 0.4012034237384796, 0.1417008638381958, 0.03067764826118946, -0.0933477133512497, -0.08399684727191925, 0.3752959370613098, -0.005474752280861139, -0.1403951793909073, 0.07066264003515244, -0.08676527440547943], [0.26108214259147644, 0.2540281116962433, -0.009894665330648422, 0.20162233710289001, 0.081584632396698, -0.28077641129493713, 0.40046244859695435, 0.3085373640060425, -0.3003927171230316, 0.15020790696144104, -0.3011843264102936, 0.25828731060028076, -0.2027052640914917, -0.05796729028224945, -0.003293871646746993, 0.05770069733262062, -0.2782447040081024, 0.03747595474123955, -0.3155275583267212, -0.10265041887760162], [0.6593148112297058, 0.4156119227409363, 0.05086665228009224, -0.47256550192832947, 0.31938713788986206, 0.22613096237182617, 0.25944915413856506, -0.00791191216558218, -0.2442009001970291, 0.3556854724884033, -1.3421210050582886, -0.3889402449131012, 0.10871215164661407, 0.17457550764083862, -0.522687554359436, 0.23161691427230835, -0.2483036369085312, -0.27696990966796875, 0.2002004086971283, 0.15033657848834991], [-0.05269549414515495, 0.3519197404384613, 0.3363632559776306, 0.1358489990234375, 0.22119006514549255, 0.2858353853225708, 0.2242422252893448, 0.007892448455095291, 0.32227617502212524, 0.25207266211509705, -0.21962226927280426, 0.001535074901767075, 0.18620914220809937, 0.4454953968524933, -0.13504832983016968, 0.5295694470405579, -0.1758398860692978, -0.28702735900878906, 0.007175066042691469, -0.12366373836994171], [-0.07838514447212219, 0.10582318902015686, 0.502966046333313, -0.2845434248447418, -0.31824880838394165, 0.042708348482847214, 0.06974057108163834, -0.1654520481824875, 0.24276714026927948, -0.39831313490867615, -0.42236149311065674, -0.717833936214447, 0.20363476872444153, 0.17957906424999237, -0.3206031620502472, 0.37114042043685913, -0.10884106904268265, 0.2411639243364334, 0.3261343538761139, 0.07650487869977951], [0.5165159106254578, 0.2765757143497467, 0.015963183715939522, -0.15165188908576965, 0.372809499502182, 0.24706491827964783, -0.13756148517131805, -0.4992930293083191, 0.17040084302425385, 0.06826862692832947, -0.9978275299072266, 0.3115934431552887, -0.13931576907634735, 0.17694534361362457, 0.04758721962571144, 0.657451331615448, -0.5159929990768433, 0.0736025869846344, -0.1505310982465744, 0.1902414709329605], [0.06289249658584595, 0.18738150596618652, 0.022003671154379845, -0.040900252759456635, -0.7104107141494751, -0.6175724267959595, -0.43660056591033936, 0.14886227250099182, -0.5096858739852905, -0.6055116653442383, 0.43982112407684326, -0.7317129373550415, -0.5102280378341675, -0.8661778569221497, 0.24405397474765778, -0.11253491789102554, -0.2344232052564621, 0.5727621912956238, -0.19131654500961304, -0.04701162502169609], [-0.02666168287396431, 0.24103204905986786, 0.21163223683834076, -0.19187626242637634, 0.036991093307733536, -0.14280611276626587, 0.3400821089744568, -0.14187227189540863, 0.05783435329794884, 0.015449458733201027, -0.8135002255439758, 0.20247043669223785, -0.2515784502029419, -0.1578301638364792, 0.32880857586860657, 0.43052220344543457, 0.0029771970584988594, -0.34996819496154785, -0.937473714351654, 0.11093302071094513], [-0.1877492517232895, 0.06027074530720711, 0.15539023280143738, -0.2239636927843094, -0.11964128911495209, -0.031954310834407806, 0.008135988377034664, 0.41363149881362915, -0.2435067892074585, -0.09006353467702866, 0.6905978918075562, -0.012794256210327148, 0.28823214769363403, 0.13907915353775024, 0.08241090923547745, 0.3166430592536926, 0.20201699435710907, 0.3636629283428192, 0.26903820037841797, -0.4781051576137543], [-0.04325595125555992, -0.46683332324028015, -0.22391745448112488, -0.08016685396432877, 0.13471566140651703, -0.024304505437612534, 0.39096859097480774, 0.23025298118591309, 0.2855677604675293, -0.11211766302585602, 0.9464544653892517, 0.050354842096567154, 0.010689206421375275, -0.216821551322937, 0.44890350103378296, 0.006985954008996487, 0.42462706565856934, 0.49105754494667053, -0.08927827328443527, -0.14430725574493408], [-0.4387027323246002, 0.011447076685726643, -0.315137654542923, 0.4137192368507385, -0.4967421293258667, -0.5325318574905396, -0.37212657928466797, -0.6650500297546387, 0.03363506868481636, -0.46611645817756653, -0.2891612648963928, -0.8602108955383301, 0.01737012155354023, 0.3975927531719208, 0.13677968084812164, 0.08715765923261642, -0.2814897894859314, 0.22161448001861572, 0.12390981614589691, -0.03676990419626236], [0.250013530254364, 0.20928092300891876, 0.14766180515289307, 0.18695011734962463, -0.49006471037864685, -0.3439728915691376, 0.2274278700351715, 0.09844233840703964, 0.22881539165973663, 0.4195927381515503, 0.3029126822948456, -0.2709226906299591, -0.07305298000574112, 0.2719699740409851, -0.39597076177597046, -0.09039987623691559, -0.03821950405836105, -0.15187449753284454, -0.06804028898477554, -0.23881733417510986]], "biases": [0.4562981426715851, 0.0, -0.3920057415962219, -0.11711090058088303, -0.0905972570180893, -0.037362970411777496, 0.3593301773071289, 0.004342084750533104, 0.03686289116740227, 0.09755932539701462, 0.19796061515808105, 0.061034493148326874, -0.04204846918582916, 0.10145220160484314, -0.21551336348056793, -0.21625423431396484]}, "3": {"config": {"units": 14, "activation": "relu"}, "weights": [[0.0946539044380188, 0.2692219614982605, -0.02283579669892788, -0.3042364716529846, -0.11536634713411331, 0.039817970246076584, -0.435172975063324, 0.30983734130859375, -0.5169103741645813, 0.09100263565778732, 0.5287300944328308, -0.23019978404045105, -0.1314811259508133, -0.2543252408504486, 0.7960670590400696, 0.39752089977264404], [0.12091976404190063, 0.39030545949935913, 0.0816679522395134, 0.32980889081954956, 0.24332363903522491, -0.1300625056028366, 0.09576345980167389, 0.007245582994073629, -0.22448834776878357, -0.33084729313850403, 0.08267880231142044, 0.10595156997442245, 0.29968923330307007, 0.022109542042016983, 0.052539512515068054, -0.08507013320922852], [0.529235303401947, 0.21650880575180054, -0.5487123727798462, -0.04933352395892143, -0.22768676280975342, 0.4184011220932007, 0.3765571117401123, 0.4014756381511688, -0.25861161947250366, 0.3678610324859619, 0.7768378853797913, 0.14886650443077087, -0.7550715804100037, -0.3457619845867157, -0.23671329021453857, 0.2416592687368393], [-0.4051249027252197, -0.1154017299413681, 0.5566725134849548, 0.49956411123275757, 0.42362508177757263, 0.09716159105300903, 0.13720747828483582, -0.3659740388393402, -0.2845545709133148, 0.2961634695529938, -0.863893449306488, -0.32853734493255615, 0.138029083609581, 0.4249016046524048, -0.16205546259880066, -0.3261277973651886], [-0.2553485929965973, -0.025489866733551025, 0.23974673449993134, -0.2779593765735626, 0.1952025145292282, -0.2924729287624359, -0.3015916347503662, 0.13967841863632202, 0.15351325273513794, 0.2840081751346588, -0.4880193769931793, 0.07864930480718613, -0.055846069008111954, 0.26834288239479065, 0.24864467978477478, 0.015803130343556404], [-0.4636199176311493, -0.19800812005996704, 0.25657370686531067, -0.19318000972270966, -0.10456133633852005, -0.06952563673257828, 0.4262901842594147, -0.7802748680114746, -0.5670802593231201, 0.6806157827377319, -1.1859010457992554, -0.2643951177597046, 0.29578495025634766, 0.041685670614242554, 0.6736605167388916, -0.13678349554538727], [-0.41995635628700256, 0.3407061696052551, 0.15664589405059814, 0.12887172400951385, -0.1341261863708496, -0.07900068163871765, -0.5504235029220581, -0.1463053673505783, 0.2425907999277115, -0.35627514123916626, -1.1840990781784058, -0.18554659187793732, 0.254809707403183, 0.37672245502471924, 0.4210755228996277, 0.4370533525943756], [-0.08653559535741806, 0.17948222160339355, 0.07829902321100235, -0.25439468026161194, -0.2031264454126358, -0.418962687253952, 0.07902678847312927, 0.18009138107299805, 0.3215644657611847, 0.03934580460190773, -0.4815242886543274, 0.21670693159103394, -0.18225282430648804, 0.4079214632511139, 0.3852432072162628, 0.1029420793056488], [0.1478089541196823, -0.01997053623199463, 0.5776074528694153, 0.2622682750225067, 0.13121837377548218, -0.21864716708660126, 0.4636997878551483, -0.3139648139476776, 0.05615239217877388, -0.3843012750148773, -0.10990840196609497, 0.4721699655056, -0.012138365767896175, -0.35213056206703186, -0.7419960498809814, -0.5776867270469666], [-0.2906402349472046, -0.36945581436157227, -0.1333736777305603, 0.13139040768146515, -0.16581687331199646, 0.0872362032532692, -0.386993944644928, -0.33176952600479126, 0.37312817573547363, 0.010709740221500397, -1.176952600479126, 0.012855124659836292, -0.020402824506163597, 0.5117254257202148, 0.5273626446723938, 0.13345551490783691], [-0.2851596176624298, -0.24915002286434174, 0.21594098210334778, 0.10840848088264465, 0.22997833788394928, -0.2365037202835083, -0.20832817256450653, 0.25838136672973633, -0.0023345008958131075, -0.022243354469537735, -0.5388268232345581, -0.017932631075382233, 0.2612355947494507, 0.3673850893974304, 0.30032601952552795, -0.0487728975713253], [0.20844663679599762, 0.1585538387298584, -0.036081187427043915, -0.12362062931060791, 0.010668366216123104, -0.4376191198825836, 0.021214470267295837, 0.45550936460494995, 0.10875823348760605, 0.18990744650363922, 0.1517896056175232, 0.2720891833305359, -0.3164220154285431, 0.3079671561717987, 0.19890430569648743, 0.0893162190914154], [-0.21185249090194702, -0.03504425287246704, 0.16687549650669098, 0.22998540103435516, 0.3874048888683319, 0.009764760732650757, -0.01896895468235016, -0.013189060613512993, 0.19065210223197937, 0.1431639939546585, 0.9294384121894836, 0.051709357649087906, -0.22580930590629578, 0.0965239629149437, -0.3095178008079529, -0.006543715484440327], [0.40331798791885376, 0.18879808485507965, -0.21683938801288605, 0.4578494727611542, -0.42699888348579407, 0.17550669610500336, -0.6381502747535706, -0.04038885608315468, -0.34267106652259827, 0.2220543473958969, -0.2749767303466797, 0.005808403715491295, 0.2882876396179199, -0.38754284381866455, -0.10947442054748535, 0.532305896282196]], "biases": [-0.4872204065322876, -0.3272148668766022, 0.20006512105464935, 0.3945753872394562, 0.14734183251857758, 0.4413808584213257, 0.3003084063529968, -0.08796445280313492, 0.04058361053466797, 0.037784792482852936, -0.021043866872787476, 0.08593949675559998, -0.29086923599243164, -0.2109687626361847]}, "4": {"config": {"units": 12, "activation": "linear"}, "weights": [[-0.05965045467019081, -0.34701094031333923, 0.04618174955248833, -0.27232879400253296, 0.4243570566177368, 0.1572728455066681, -0.008307771757245064, 0.3484848737716675, -0.04097694531083107, -0.4208906590938568, -0.02568058669567108, 0.32235267758369446, -0.03601701185107231, -0.23497216403484344], [-0.021606411784887314, -0.3464915156364441, 0.03154734522104263, -0.4243442416191101, 0.5466362833976746, 0.11249221116304398, -0.1902686059474945, -0.0656297504901886, -0.44339457154273987, -0.04530485346913338, 0.10355766117572784, 0.41988247632980347, 0.05512000620365143, -0.27504628896713257], [-0.035473234951496124, -0.5220168828964233, 0.19144222140312195, -0.41331031918525696, 0.05325455963611603, -0.02622843161225319, -0.14610162377357483, 0.2771272659301758, -0.48637285828590393, -0.23280195891857147, 0.3959147334098816, 0.25053998827934265, -0.19994865357875824, -0.23188833892345428], [0.08884361386299133, -0.36827921867370605, 0.27784523367881775, -0.48645108938217163, -0.13204769790172577, -0.10243242233991623, -0.259182333946228, 0.3372204303741455, -0.642228364944458, -0.13456186652183533, 0.4141175150871277, 0.21308861672878265, -0.2618545889854431, -0.25169098377227783], [0.4086763262748718, 0.06860098987817764, 0.29472994804382324, -0.30823421478271484, 0.521337628364563, -0.21331480145454407, -0.476019024848938, 0.3394661545753479, -0.6948639154434204, 0.06450320035219193, -0.25955039262771606, 0.027353573590517044, 0.19958066940307617, -0.32623976469039917], [0.41258975863456726, -0.48387855291366577, 0.24309082329273224, 0.007963191717863083, -0.09640466421842575, -0.31361737847328186, 0.06355632096529007, 0.31045278906822205, -0.7540108561515808, -0.5465295314788818, -0.31426629424095154, 0.4284558594226837, 0.01284424401819706, -0.08214829862117767], [0.30331575870513916, 0.19551773369312286, 0.34442055225372314, -0.29999828338623047, -0.035395409911870956, -0.28810444474220276, 0.04595571756362915, 0.1889854222536087, -0.7396051287651062, -0.6349642276763916, -0.3382732570171356, 0.3703175187110901, -0.0642353817820549, -0.1048918068408966], [-0.007410980761051178, -0.2999166250228882, 0.4977463185787201, -0.14980192482471466, -0.08007541298866272, -0.5084087252616882, -0.3962574303150177, 0.12220152467489243, -0.1493043601512909, -0.36239296197891235, 0.06545012444257736, 0.09950628876686096, -0.04006072133779526, 0.006643901579082012], [-0.07007913291454315, 0.08007457852363586, 0.5264155268669128, -0.534235954284668, 0.003983712755143642, -0.5070924758911133, -0.4147414565086365, 0.20825795829296112, -0.525789201259613, -0.2209295779466629, 0.07833362370729446, -0.17202338576316833, 0.44984766840934753, 0.0006488203653134406], [-0.280655175447464, -0.051563654094934464, 0.34587934613227844, -0.19026096165180206, 0.343002051115036, -0.5646111369132996, -0.38219377398490906, -0.279890775680542, -0.6138894557952881, -0.15408368408679962, -0.355191171169281, 0.30671045184135437, 0.3249135911464691, 0.0903015062212944], [-0.296671062707901, 0.41370606422424316, 0.35990098118782043, -0.37159302830696106, -0.1055944636464119, -0.42336323857307434, -0.4201852083206177, 0.21893014013767242, -1.0785797834396362, -0.32056471705436707, -0.30796870589256287, 0.1639433056116104, 0.4715419113636017, -0.14496144652366638], [-0.5201903581619263, -0.03614719957113266, 0.4426957368850708, -0.39007309079170227, 0.11933363229036331, -0.4762672185897827, -0.34442877769470215, -0.1885007917881012, -0.48767030239105225, -0.332183301448822, 0.010000854730606079, 0.10934504121541977, 0.3183331787586212, 0.14865803718566895]], "biases": [0.08551967889070511, 0.12839636206626892, 0.03885135054588318, 0.05162348225712776, 0.12531542778015137, -0.1641940474510193, -0.030557755380868912, -0.15645793080329895, 0.17873427271842957, -0.09202158451080322, 0.040378767997026443, -0.11236222833395004]}}
# 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) < 14 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()