CSES - Datatähti 2024 alku - Results
Submission details
Task:Säähavainnot
Sender:qanpi
Submission time:2023-11-12 15:14:42 +0200
Language:Python3 (CPython3)
Status:READY
Result:59
Feedback
groupverdictscore
#1ACCEPTED58.75
Test results
testverdicttimescore
#1ACCEPTED0.21 s7.75details
#2ACCEPTED0.21 s8details
#3ACCEPTED0.21 s7.5details
#4ACCEPTED0.22 s7.13details
#5ACCEPTED0.21 s7.5details
#6ACCEPTED0.21 s7.13details
#7ACCEPTED0.21 s6.38details
#8ACCEPTED0.21 s7.38details

Code

layers = {"0": {"config": {"units": 24, "activation": "relu"}, "weights": [[0.07835797965526581, 0.12283007055521011, 0.2889256179332733, -0.3281555771827698, 0.05928751826286316, -0.2782423794269562, -0.2978252172470093, 0.18068614602088928, 0.29497137665748596, 0.1533326953649521, -0.24592800438404083, -0.053266290575265884, 0.0622563511133194, 0.20776508748531342, -0.014786847867071629, 0.2631000280380249, -0.12304592877626419, -0.20260567963123322, -0.31283119320869446, -0.2408556491136551, -0.21799679100513458, -0.09480076283216476, -0.3858415186405182, -0.7341616153717041], [-0.03649859502911568, -0.24322496354579926, 0.07617143541574478, -0.22770565748214722, -0.1926480382680893, 0.25897568464279175, -0.14817965030670166, -0.2181968092918396, 0.20899102091789246, -0.16627317667007446, 0.1284220963716507, 0.17785221338272095, 0.24085991084575653, 0.22007803618907928, -0.3166887164115906, 0.29566219449043274, -0.21734373271465302, -0.1693849265575409, 0.13969258964061737, 0.250617116689682, -0.21794405579566956, 0.13719888031482697, -0.2378486543893814, 0.6550218462944031], [0.056809164583683014, 0.2416025847196579, -0.043823204934597015, 0.1564563363790512, 0.2781547009944916, 0.31959694623947144, -0.16663320362567902, -0.043277811259031296, -0.30063924193382263, 0.044821806252002716, -0.20638659596443176, -0.17962244153022766, 0.13681624829769135, -0.1908661276102066, -0.22777295112609863, -0.32641708850860596, -0.010749906301498413, -0.19871407747268677, -0.13899654150009155, 0.2556554079055786, 0.04937876760959625, -0.19839030504226685, 0.1691468358039856, 0.5837253332138062], [-0.2615015208721161, -0.04226048290729523, 0.08328627794981003, -0.10120414197444916, -0.009282330051064491, -0.049323491752147675, 0.10874512046575546, 0.36445674300193787, -0.06646216660737991, 0.1589125245809555, -0.2983364462852478, 0.1639055758714676, -0.011557127349078655, -0.24071983993053436, -0.16999366879463196, -0.12904779613018036, 0.05483483523130417, 0.27254918217658997, 0.17422164976596832, 0.18449898064136505, -0.028775112703442574, -0.28711095452308655, 0.29857391119003296, 0.5733900666236877], [0.12438943237066269, -0.019861355423927307, -0.19067218899726868, -0.2647337019443512, 0.43646639585494995, 0.1247938796877861, 0.007364027667790651, -0.11586099863052368, -0.2940712571144104, -0.07298141717910767, 0.3056158721446991, 0.044665124267339706, -0.006657232530415058, -0.081707663834095, -0.36243417859077454, -0.08530331403017044, -0.3998737335205078, 0.2131497859954834, 0.2333194464445114, 0.08890300244092941, -0.09030372649431229, 0.2785252034664154, 0.15279091894626617, -0.4046330451965332], [-0.015539792366325855, 0.06878893822431564, -0.2975709140300751, -0.11086856573820114, 0.0712072029709816, -0.13710442185401917, 0.11651032418012619, -0.14475321769714355, 0.25594156980514526, -0.02573050931096077, -0.22201688587665558, -0.33583664894104004, -0.23512889444828033, 0.05781073123216629, 0.30119261145591736, 0.28256791830062866, 0.2695953845977783, -0.2546140253543854, 0.04501177743077278, 0.005274563562124968, 0.18564434349536896, 0.19624531269073486, 0.31326547265052795, 0.69464111328125], [-0.16462500393390656, -0.13670946657657623, -0.12843027710914612, 0.36009350419044495, -0.35598447918891907, -0.16687431931495667, -0.2227538824081421, 0.01031958032399416, 0.24566616117954254, -0.2771954834461212, 0.2776168882846832, -0.26170238852500916, -0.34532424807548523, 0.3080342411994934, 0.0920947790145874, 0.13521872460842133, -0.15227103233337402, 0.14531518518924713, 0.35503098368644714, 0.07068538665771484, 0.06658852845430374, -0.1870238184928894, 0.2649112641811371, -0.04296428710222244], [0.20912447571754456, 0.24286170303821564, 0.282145231962204, -0.18592499196529388, -0.09960854053497314, -0.15279355645179749, -0.2173820585012436, -0.1658007651567459, 0.10310012847185135, 0.3266749382019043, 0.28196147084236145, 0.20361337065696716, -0.0884275808930397, 0.3722072243690491, -0.15790382027626038, -0.05334961414337158, 0.00858313124626875, -0.24933937191963196, -0.47616156935691833, 0.09885451942682266, 0.025499651208519936, -0.1716812252998352, 0.006792182568460703, -0.19863954186439514], [0.040153566747903824, -0.11198300123214722, -0.03650813177227974, -0.07321882247924805, -0.0857052132487297, -0.17036016285419464, 0.38945892453193665, -0.21143601834774017, 0.07780574262142181, 0.10417692363262177, -0.2784980833530426, -0.3995044529438019, 0.1465616077184677, -0.09754332900047302, 0.08465985953807831, -0.19866950809955597, 0.1047874465584755, 0.22082963585853577, -0.274836927652359, 0.4607885479927063, -0.19837400317192078, 0.07121653109788895, -0.06800560653209686, -0.5898956060409546], [0.09178496897220612, -0.11645947396755219, 0.2670460045337677, 0.19062113761901855, 0.3314715027809143, 0.40990176796913147, 0.291329950094223, -0.07871982455253601, -0.1104164719581604, -0.09094508737325668, 0.14510290324687958, 0.2864089012145996, 0.17507021129131317, -0.20354025065898895, -0.1597483605146408, 0.03291647508740425, 0.15466253459453583, -0.01842845045030117, 0.33136218786239624, -0.03736984357237816, -0.3488837480545044, 0.2127913534641266, -0.01832115836441517, 0.671867311000824], [-0.16546279191970825, 0.2562701106071472, -0.17614156007766724, -0.14444077014923096, 0.15987393260002136, 0.23937135934829712, -0.34261515736579895, 0.19043809175491333, 0.009449748322367668, -0.2565070390701294, -0.002131326124072075, 0.06014610826969147, 0.11974994838237762, 0.16124173998832703, 0.20646002888679504, -0.09138134121894836, -0.2979232370853424, -0.32653313875198364, 0.06644459813833237, 0.07728707045316696, -0.33672621846199036, -0.2914867401123047, 0.12476295232772827, 0.6084151864051819], [-0.19024167954921722, 0.08925078809261322, -0.16334056854248047, -0.09802354872226715, -0.13326199352741241, -0.20226219296455383, 0.1694480925798416, -0.0540183000266552, 0.12466316670179367, 0.1844784915447235, 0.3380291163921356, 0.07805204391479492, -0.025748150423169136, -0.2312699258327484, 0.01183975301682949, 0.1281895488500595, -0.015996795147657394, 0.25456348061561584, -0.3215322196483612, -0.24162161350250244, -0.18158522248268127, -0.3793593943119049, 0.04562012478709221, 0.4533376395702362], [0.029977545142173767, -0.07504913955926895, -0.13029226660728455, -0.14709587395191193, -0.024093259125947952, -0.31537333130836487, -0.21651512384414673, -0.0989837646484375, 0.2514495551586151, -0.04448724165558815, 0.24809597432613373, 0.19429443776607513, 0.2971823513507843, -0.33634671568870544, -0.020680967718362808, 0.046035051345825195, 0.40140706300735474, 0.5288491249084473, -0.13189131021499634, -0.046062175184488297, 0.15026342868804932, 0.1485939770936966, -0.36353129148483276, -0.6000973582267761], [-0.05448295921087265, -0.11902005970478058, 0.06348028779029846, 0.15416784584522247, 0.35299837589263916, -0.17964887619018555, 0.177169069647789, -0.3014623522758484, -0.026219621300697327, 0.17477965354919434, -0.19572436809539795, -0.14944812655448914, -0.07361963391304016, 0.04161975532770157, 0.35248249769210815, -0.11207617074251175, 0.07155764102935791, -0.3199281692504883, -0.21310438215732574, -0.049484800547361374, 0.07566215097904205, 0.0740889236330986, 0.16027159988880157, -0.5657727718353271], [0.3329850733280182, 0.19013066589832306, 0.21748504042625427, 0.01704048365354538, -0.30756133794784546, -0.4098808169364929, 0.09209372103214264, 0.1678457260131836, 0.1719731241464615, -0.12266860902309418, 0.1685434877872467, -0.19150599837303162, -0.27252161502838135, 0.1986689418554306, 0.21567514538764954, -0.01004758384078741, -0.29002681374549866, -0.310930073261261, 0.16552092134952545, -0.02905941568315029, 0.31394892930984497, 0.06043960154056549, -0.29587438702583313, -0.02493976801633835], [0.19235225021839142, 0.024103151634335518, -0.24631142616271973, -0.1773526519536972, 0.28959518671035767, -0.08969009667634964, 0.49311593174934387, 0.12468046694993973, 0.18064996600151062, 0.22112026810646057, -0.32293829321861267, -0.10975782573223114, -0.25440266728401184, 0.048459071666002274, -0.362209677696228, 0.2953411936759949, 0.04767339304089546, -0.0017103174468502402, 0.15840862691402435, 0.1908869743347168, 0.23164772987365723, 0.11643058806657791, -0.1997966766357422, -0.28879809379577637], [0.13525845110416412, -0.0993623435497284, 0.2846877872943878, 0.2339136153459549, -0.2037777602672577, -0.04941801726818085, -0.06105063110589981, -0.25889331102371216, -0.2756929397583008, 0.21824312210083008, 0.125003382563591, 0.21325644850730896, 0.10039716213941574, -0.2124258428812027, -0.027404235675930977, -0.13093455135822296, -0.2866203784942627, -0.03343521058559418, -0.30396661162376404, -0.09012936800718307, -0.04527175799012184, -0.24710802733898163, -0.1997309923171997, 0.6676713228225708], [-0.17328816652297974, 0.16460849344730377, 0.32761842012405396, 0.04670221731066704, 0.01505368109792471, -0.2019580900669098, -0.15148420631885529, -0.19037045538425446, 0.3451833426952362, -0.3391011655330658, -0.0011656507849693298, -0.12590709328651428, 0.2830864489078522, -0.030901337042450905, -0.029440928250551224, -0.12335297465324402, -0.0237681083381176, -0.336465060710907, 0.27789306640625, 0.26487240195274353, 0.08713764697313309, 0.08499755710363388, 0.11167863011360168, -0.5821079611778259], [-0.41099926829338074, -0.23134221136569977, -0.10997816175222397, 0.05148668587207794, -0.18317554891109467, 0.25291985273361206, 0.010927418246865273, -0.12099818140268326, -0.15821632742881775, 0.07447633892297745, -0.1786520779132843, -0.10469547659158707, 0.18631739914417267, 0.17124375700950623, 0.20855258405208588, 0.3625103831291199, 0.4640040993690491, 0.31436866521835327, -0.04704558476805687, 0.44274234771728516, 0.2690299153327942, -0.1404772698879242, 0.20182156562805176, -0.29157593846321106], [0.14131027460098267, 0.2371446192264557, 0.33414727449417114, 0.12654343247413635, -0.16271854937076569, -0.11294866353273392, -0.20951710641384125, -0.2479615956544876, -0.22695346176624298, -0.07802283763885498, -0.06239121034741402, -0.13302265107631683, -0.06813729554414749, -0.06827469915151596, -0.09670784324407578, -0.08327476680278778, -0.053889770060777664, 0.05728738754987717, -0.0035189222544431686, -0.16463901102542877, 0.14374564588069916, -0.13253378868103027, -0.10177166014909744, 0.4388740062713623], [0.1538669615983963, -0.18457917869091034, -0.1647014319896698, 0.2730288505554199, -0.29416531324386597, -0.13963806629180908, -0.04166119918227196, 0.367045521736145, 0.42987191677093506, 0.2841373085975647, 0.11557678133249283, 0.23817768692970276, 0.03162701800465584, -0.012777935713529587, 0.3712300956249237, 0.2566780149936676, 0.1915224939584732, -0.10382939130067825, -0.25763243436813354, -0.3275933563709259, 0.048973411321640015, -0.08639198541641235, 0.3050222396850586, 0.2860206961631775], [0.308479368686676, 0.35843148827552795, 0.00440824031829834, -0.11846034973859787, 0.030943604186177254, 0.25888240337371826, 0.34919464588165283, -0.31889376044273376, -0.10217838734388351, -0.18858449161052704, 0.0664369985461235, 0.12231989949941635, 0.12138667702674866, -0.050215866416692734, -0.0021986630745232105, -0.14225557446479797, 0.07784703373908997, -0.10938771069049835, -0.0954747423529625, -0.081889808177948, -0.1537439078092575, -0.22350168228149414, 0.1368996798992157, -0.6101917028427124], [-0.1943671703338623, -0.38751786947250366, 0.0013409353559836745, 0.23349541425704956, 0.16059507429599762, -0.23374399542808533, 0.2891312539577484, -0.09270741045475006, -0.0658893883228302, -0.16554789245128632, 0.09043096750974655, 0.3979165554046631, 0.3642704486846924, -0.15786674618721008, 0.16668665409088135, 0.19757241010665894, -0.3469509780406952, 0.17474547028541565, -0.30170050263404846, -0.038514383137226105, -0.318904310464859, -0.19538165628910065, -0.08523671329021454, 0.36438149213790894], [-0.17069154977798462, 0.2347494214773178, -0.19459453225135803, 0.18773794174194336, -0.36957234144210815, -0.3861757516860962, 0.15457430481910706, 0.02339247800409794, 0.10902456194162369, 0.3003322184085846, -0.14471662044525146, -0.14990031719207764, 0.22138701379299164, 0.10092036426067352, -0.10452485084533691, 0.16267713904380798, 0.04354375973343849, -0.3297819495201111, -0.3348451554775238, 0.0025855882558971643, 0.09691905975341797, 0.0080182533711195, 0.28926220536231995, 0.22864589095115662]], "biases": [0.18294374644756317, 0.4094354808330536, -0.35839033126831055, 0.10472811013460159, -0.63904869556427, 0.024857237935066223, -0.6419090032577515, -0.5178213715553284, 0.3597061336040497, -0.05049097165465355, 0.1868228018283844, -0.10945969074964523, 0.4459620416164398, 0.429411917924881, 0.08925019204616547, 0.07475157827138901, -0.22035132348537445, 0.22543038427829742, 0.6492099761962891, 0.04479803517460823, 0.45494818687438965, 0.024947291240096092, -0.18985551595687866, 0.02057460881769657]}, "1": {"config": {"units": 24, "activation": "relu"}, "weights": [[-0.08067622035741806, 0.15788309276103973, 0.19508713483810425, 0.2016661912202835, -0.02100665494799614, -0.14320093393325806, -0.33098965883255005, 0.09172606468200684, -0.11455439031124115, -0.12180134654045105, 0.23351749777793884, -0.2795711159706116, -0.33523330092430115, 0.16102631390094757, 0.012005187571048737, -0.05727551504969597, 0.11905895918607712, 0.18044190108776093, -0.3179219365119934, -0.027189575135707855, -0.5449077486991882, 0.031172601506114006, -0.02594391256570816, -0.03766835853457451], [0.1690274327993393, -0.4494667649269104, -0.15813568234443665, 0.08585338294506073, -0.06490236520767212, 0.11881726235151291, 0.1605817675590515, -0.2733498513698578, 0.13734783232212067, -0.12716390192508698, -0.358844518661499, -0.14741171896457672, 0.137385293841362, -0.02322286367416382, 0.14290493726730347, 0.1886577308177948, -0.16300025582313538, 0.13976015150547028, -0.4554777443408966, -0.09745554625988007, 0.04205414280295372, 0.008159562945365906, -0.2698536217212677, -0.08508623391389847], [-0.08028362691402435, 0.18539565801620483, 0.12359070777893066, 0.1978621631860733, -0.1974133551120758, 0.4550308585166931, -0.16266323626041412, 0.11837545037269592, 0.045206502079963684, 0.25011134147644043, 0.01444610022008419, 0.05650370568037033, 0.15915721654891968, 0.049354735761880875, 0.1675453931093216, 0.006984284613281488, 0.25803500413894653, -0.012380558997392654, 0.11454847455024719, 0.23538316786289215, 0.1677185446023941, -0.08088317513465881, -0.12548582255840302, 0.08400144428014755], [-0.08023355156183243, -0.07552030682563782, -0.0006867399788461626, -0.588518500328064, -0.025491729378700256, -0.07197487354278564, 0.05273985490202904, 0.17990632355213165, 0.11380182951688766, 0.05447082221508026, 0.2517412006855011, 0.017245033755898476, -0.05053013935685158, 0.01390594057738781, 0.2817261517047882, -0.4918973445892334, -0.2243962436914444, -0.06403093785047531, 0.11960934847593307, -0.12022413313388824, -0.323426753282547, 0.08231649547815323, 0.02361546829342842, -0.041301827877759933], [-0.0642651617527008, 0.16407912969589233, -0.3678015470504761, -0.04211878404021263, -0.3504033088684082, -0.17730528116226196, -0.25988781452178955, 0.22050924599170685, 0.15946798026561737, 0.04873375967144966, 0.2769958972930908, 0.12228883802890778, 0.32942020893096924, -0.2465054839849472, -0.07751712948083878, 0.16957059502601624, -0.05669868364930153, 0.07288312911987305, -0.014645041897892952, 0.017140133306384087, 0.1709984987974167, -0.3115687370300293, -0.20212115347385406, -0.21527191996574402], [0.2519509196281433, -0.2574392557144165, 0.13493093848228455, -0.2771558165550232, -0.1398092806339264, 0.21506452560424805, -0.04366537928581238, -0.048532769083976746, 0.2961864173412323, -0.04121129959821701, -0.14375895261764526, -0.15839539468288422, 0.2793019115924835, 0.2959478795528412, -0.058492738753557205, -0.13294845819473267, 0.12626492977142334, 0.05979130044579506, -0.27307116985321045, 0.23255851864814758, 0.17854849994182587, 0.1764432042837143, -0.18653011322021484, 0.24454692006111145], [-0.17677733302116394, -0.3065117299556732, 0.05821439251303673, 0.2625260651111603, 0.07397451251745224, -0.3757578432559967, 0.06009158864617348, 0.0901452898979187, 0.06666189432144165, -0.3421478867530823, -0.23676759004592896, -0.2138846516609192, 0.0695805624127388, -0.038872916251420975, -0.1715216040611267, -0.2912668287754059, 0.07441882789134979, 0.07074254006147385, 0.00861628819257021, -0.003554427297785878, -0.12579259276390076, 0.2568095326423645, 0.10664179921150208, -0.4406417906284332], [0.21183107793331146, -0.3367599844932556, -0.5255599617958069, -0.12014676630496979, -0.22049634158611298, -0.0099587831646204, -0.09012879431247711, 0.29952308535575867, -0.18534135818481445, -0.11834865063428879, -0.29185494780540466, 0.18334531784057617, -0.2008863091468811, -0.14699646830558777, -0.0769135057926178, 0.1001541018486023, -0.18308299779891968, 0.06453505158424377, 0.0667681023478508, -0.1258244812488556, 0.19678762555122375, 0.13009031116962433, -0.04122361168265343, 0.21007628738880157], [-0.19700171053409576, -0.24992890655994415, 0.2680716812610626, 0.36599448323249817, 0.08931690454483032, 0.23761065304279327, 0.02624293975532055, 0.23522339761257172, -0.10975651443004608, -0.08890015631914139, 0.3403983414173126, -0.08039720356464386, 0.16524966061115265, 0.32292672991752625, -0.09155090898275375, 0.10713452845811844, -0.06942664831876755, -0.08983573317527771, -0.22373633086681366, 0.14293405413627625, -0.01053832657635212, -0.015054300427436829, 0.0836905762553215, 0.07499323040246964], [0.020201530307531357, 0.1110556498169899, 0.19834868609905243, 0.04612059146165848, 0.07721089571714401, 0.2623649835586548, -0.06721039861440659, 0.1197047159075737, -0.16988994181156158, 0.0058632344007492065, 0.24446287751197815, -0.07987623661756516, 0.07201755046844482, 0.1258169412612915, 0.09189355373382568, -0.18276526033878326, 0.0778917595744133, -0.20469658076763153, -0.13223044574260712, 0.22456352412700653, 0.09402570128440857, -0.1595737636089325, -0.017473120242357254, 0.1002131849527359], [0.05480979382991791, 0.3140011727809906, -0.10309048742055893, 0.22257128357887268, 0.09822697192430496, 0.054539479315280914, -0.05643908306956291, 0.08063745498657227, 0.14425407350063324, -0.32869112491607666, -0.016030211001634598, -0.10862792283296585, 0.03445136919617653, 0.042708102613687515, -0.03831423074007034, 0.49836525321006775, 0.028913984075188637, -0.08306009322404861, -0.03372218832373619, -0.0273717250674963, -0.6309502124786377, -0.0005516607197932899, 0.09004397690296173, -0.059864986687898636], [0.3264666199684143, -0.3930087685585022, 0.22613362967967987, -0.1307845115661621, 0.1745876967906952, 0.08659932017326355, -0.06028800830245018, 0.1740933358669281, -0.06289630383253098, -0.26098430156707764, 0.19495736062526703, -0.05577029660344124, 0.3782676160335541, 0.05738572031259537, 0.04199600592255592, -0.10777172446250916, -0.25204452872276306, 0.23236769437789917, 0.13635724782943726, 0.01874568872153759, 0.380003422498703, 0.021212881430983543, 0.16226638853549957, 0.017689518630504608], [-0.5293237566947937, -0.06290554255247116, -0.06601890921592712, -0.060083165764808655, -0.4253433346748352, 0.14152275025844574, -0.018405569717288017, -0.4378848969936371, 0.017649348825216293, 0.06693878769874573, -0.04682866856455803, 0.20017267763614655, -0.09465035796165466, 0.23531171679496765, 0.08496788889169693, -0.05819099768996239, -0.02609620988368988, 0.2050371915102005, 0.10214604437351227, -0.04307081177830696, 0.08164948970079422, 0.0827203020453453, -0.34437525272369385, 0.010325896553695202], [-0.16229580342769623, 0.10112500935792923, 0.16095760464668274, 0.09710212796926498, -0.04560453072190285, -0.0683400109410286, 0.04101744666695595, 0.006038175895810127, 0.1732926070690155, -0.03382866084575653, 0.4213639199733734, 0.17638704180717468, 0.1859448403120041, 0.23033316433429718, -0.04251386970281601, 0.039498332887887955, -0.2347460687160492, -0.025861162692308426, -0.4174080491065979, -0.5012915730476379, -0.09259725362062454, 0.11030586808919907, 0.2773415446281433, -0.0991973951458931], [-0.17712923884391785, 0.03660762682557106, -0.0481971874833107, 0.28240835666656494, -0.31538593769073486, 0.22156037390232086, -0.1981191486120224, -0.26154303550720215, -0.36098745465278625, 0.1762414276599884, -0.21813414990901947, 0.21431206166744232, -0.11506602168083191, -0.05879609286785126, -0.06875845789909363, 0.06954237818717957, -0.20244216918945312, 0.14779125154018402, 0.18194717168807983, 0.20121248066425323, 0.2670876383781433, 0.1255200207233429, -0.29115724563598633, -0.1508711278438568], [-0.14387504756450653, 0.01694622077047825, -0.07509765774011612, 0.07876122742891312, -0.24604475498199463, 0.21906091272830963, -0.18651005625724792, -0.1773800551891327, -0.5987843871116638, 0.023174893110990524, -0.20443227887153625, 0.3268057107925415, -0.22925034165382385, 0.09021706879138947, 0.18001528084278107, 0.20772810280323029, 0.03300192207098007, 0.211294025182724, 0.19722191989421844, 0.07991482317447662, 0.12405268847942352, 0.1085958182811737, -0.09079865366220474, -0.06303472816944122], [-0.07506004720926285, 0.043747495859861374, -0.06035775691270828, 0.22845493257045746, 0.3609442710876465, -0.06069543585181236, 0.06833583116531372, -0.3679123818874359, 0.13843795657157898, -0.2071695476770401, -0.0926353931427002, -0.012899007648229599, -0.13429516553878784, 0.09863170236349106, -0.3970493674278259, 0.10598124563694, -0.36824169754981995, 0.06484586000442505, -0.04060147702693939, -0.30563148856163025, -0.31295257806777954, 0.06101096794009209, -0.22475537657737732, 0.08887036889791489], [-0.4461153447628021, 0.07460719347000122, 0.18338444828987122, 0.18334904313087463, -0.25596481561660767, 0.20405082404613495, -0.09666920453310013, -0.06881275027990341, 0.3367075026035309, 0.16864323616027832, -0.09635205566883087, 0.27623361349105835, 0.031155647709965706, -0.025540601462125778, -0.2434650957584381, -0.03161917254328728, -0.04278828203678131, 0.10026215016841888, -0.10636697709560394, -0.10953466594219208, 0.04075250029563904, -0.0556839220225811, -0.3768373429775238, -0.09074138104915619], [0.22497209906578064, -0.14958877861499786, -0.21486307680606842, -0.2827851176261902, -0.10617507249116898, -0.05563183128833771, 0.09594763070344925, -0.13329431414604187, -0.01467331126332283, 0.13968133926391602, -0.20313741266727448, -0.11691898852586746, 0.6304246783256531, 0.08522507548332214, -0.09241229295730591, -0.03843652829527855, 0.12091545760631561, 0.272921085357666, 0.039866380393505096, -0.1542917937040329, -0.04480982944369316, 0.3182315528392792, -0.013204678893089294, -0.06769674271345139], [-0.28117799758911133, -0.18402472138404846, 0.022932859137654305, -0.07622013241052628, -0.09141716361045837, 0.22598132491111755, 0.050692684948444366, -0.2187991589307785, 0.1539008915424347, -0.30138564109802246, -0.07558587193489075, -0.13064298033714294, -0.2501409351825714, 0.027951402589678764, 0.3997647762298584, -0.2882736027240753, 0.0895448625087738, 0.15718059241771698, 0.1594369262456894, 0.20255345106124878, 0.050343044102191925, -0.37095075845718384, -0.18678121268749237, 0.2010347992181778], [-0.2643856108188629, 0.2992857098579407, 0.16831886768341064, 0.2765313684940338, 0.17604754865169525, 0.020258832722902298, 0.21830712258815765, 0.07240576297044754, -0.05788183957338333, 0.33679869771003723, -0.027836302295327187, 0.13820792734622955, -0.11828328669071198, -0.07018245756626129, -0.19045987725257874, -0.18340472877025604, -0.02820637822151184, 0.02849806658923626, -0.06786492466926575, -0.0664810761809349, -0.057571496814489365, -0.19980458915233612, -0.5960290431976318, -0.12436841428279877], [0.35196468234062195, -0.35150399804115295, 0.1810775101184845, -0.041609425097703934, 0.24365156888961792, -0.06888166069984436, -0.029590250924229622, 0.044975005090236664, 0.1762196123600006, -0.14850863814353943, -0.13084569573402405, -0.1610419750213623, 0.2826768159866333, 0.4121658504009247, -0.10097920894622803, 0.3537343740463257, -0.013198272325098515, 0.07809159904718399, 0.17892582714557648, 0.05329923331737518, 0.1459161639213562, 0.09819940477609634, -0.05475408956408501, 0.0686369314789772], [0.26426002383232117, -0.40072301030158997, -0.10011899471282959, -0.23330695927143097, 0.19256645441055298, -0.021593570709228516, -0.10182373970746994, 0.21097210049629211, 0.24365611374378204, -0.2156139761209488, -0.17177408933639526, 0.13171809911727905, 0.19512489438056946, 0.24138766527175903, 0.12947514653205872, -0.12426074594259262, -0.23249559104442596, 0.0916808620095253, 0.37987568974494934, 0.14531874656677246, 0.29376858472824097, -0.05091075599193573, -0.07220857590436935, -0.04232935607433319], [-0.09177088737487793, 0.015018449164927006, -0.0701107382774353, -0.31556209921836853, -0.2444564253091812, -0.0014461739920079708, -0.04665953665971756, 0.18462726473808289, 0.3343837559223175, -0.2526184022426605, -0.10406609624624252, 0.12970282137393951, 0.05916753038764, -0.09740538150072098, 0.3731507360935211, -0.053707923740148544, 0.14486217498779297, 0.09360095858573914, 0.2408601939678192, -0.07105059176683426, 0.31927376985549927, -0.11597111076116562, -0.01044832170009613, -0.07085170596837997]], "biases": [0.16454455256462097, 0.7645407319068909, 0.23556509613990784, -0.13225476443767548, 0.4295888841152191, -0.006172745022922754, 0.1237611398100853, 0.2628534138202667, 0.25577986240386963, 0.12054769694805145, -0.5190384387969971, 0.3689538836479187, 0.24327993392944336, 0.35037192702293396, 0.09026309102773666, 0.09217184036970139, 0.09395980089902878, 0.10563308745622635, 0.6044549942016602, 0.5754721760749817, -0.11528386175632477, 0.395671010017395, 0.530637800693512, 0.3485237658023834]}, "2": {"config": {"units": 12, "activation": "linear"}, "weights": [[0.07624940574169159, 0.01759561523795128, 0.27346357703208923, -0.11014514416456223, -0.11710283905267715, -0.23093166947364807, 0.10442758351564407, -0.087314173579216, 0.11418870091438293, 0.4673444330692291, -0.2977150082588196, -0.15870186686515808, -0.06716523319482803, -0.14867642521858215, 0.2805841863155365, -0.05780678614974022, -0.15813805162906647, 0.07051316648721695, 0.014576383866369724, 0.02759833261370659, 0.015784434974193573, -0.37210455536842346, -0.10785482823848724, 0.015080281533300877], [-0.037891652435064316, 0.04076147824525833, 0.47514158487319946, -0.24021321535110474, -0.0505557619035244, -0.15105192363262177, 0.002699203323572874, -0.08654223382472992, 0.218697652220726, 0.1267784684896469, -0.18371257185935974, 0.05334015190601349, 0.07902347296476364, -0.10876855254173279, 0.11496209353208542, -0.12292272597551346, -0.48002195358276367, -0.10993940383195877, -0.20163479447364807, -0.04284200817346573, 0.15646319091320038, -0.43299829959869385, -0.1642228066921234, -0.057483553886413574], [0.14145982265472412, -0.15291668474674225, 0.29419586062431335, -0.3593602478504181, 0.056335121393203735, 0.021792909130454063, -0.02136417105793953, -0.18772049248218536, 0.19085519015789032, 0.14049358665943146, -0.11867934465408325, -0.1970095932483673, -0.03258210048079491, -0.03849423676729202, 0.12230022251605988, 0.03820868209004402, -0.5685030817985535, 0.35157310962677, -0.06409120559692383, 0.01894276589155197, -0.03762710839509964, -0.41752132773399353, -0.26473739743232727, 0.16831447184085846], [0.06824097782373428, -0.22665663063526154, 0.2136567234992981, -0.6419641375541687, 0.17090259492397308, -0.15903544425964355, 0.07378871738910675, -0.2293885052204132, 0.23536014556884766, 0.12235410511493683, -0.2857741415500641, -0.24112696945667267, 0.1648622304201126, -0.007050096057355404, -0.10624422878026962, 0.26581621170043945, -0.7639621496200562, 0.1737426370382309, -0.1481141895055771, 0.08788593858480453, 0.2868919372558594, -0.26096460223197937, -0.09864968061447144, 0.06843208521604538], [-0.015150068327784538, -0.3312276601791382, 0.14792868494987488, -0.5612823963165283, 0.13775993883609772, -0.03968527913093567, -0.07997610419988632, -0.3505779206752777, 0.47248557209968567, -0.23558224737644196, -0.1907961517572403, -0.08156387507915497, 0.17515237629413605, 0.011060882359743118, 0.2002078890800476, 0.1135871410369873, -0.763785183429718, -0.23123297095298767, -0.25316566228866577, 0.14401672780513763, 0.49066388607025146, -0.43592286109924316, -0.0229751318693161, 0.04216399043798447], [-0.15100564062595367, -0.47098830342292786, -0.18314078450202942, -0.5381181240081787, 0.07743426412343979, -0.19419850409030914, -0.16914302110671997, -0.42599213123321533, 0.15043771266937256, 0.20008832216262817, -0.2792797386646271, -0.37941974401474, -0.1667105257511139, 0.05840779468417168, 0.4138910174369812, 0.27260082960128784, -1.0089480876922607, 0.09086314588785172, -0.027053330093622208, 0.38543814420700073, 0.3586511015892029, 0.04185790196061134, -0.35465672612190247, 0.41806691884994507], [-0.22035172581672668, -0.46159306168556213, 0.1117842048406601, -1.0071192979812622, 0.10130506008863449, -0.26689374446868896, -0.16490966081619263, -0.4052914083003998, 0.19110436737537384, -0.1680401712656021, 0.10463687777519226, -0.32059845328330994, -0.03695720434188843, 0.13227029144763947, 0.4390043318271637, -0.057106830179691315, -0.8922125101089478, 0.11420564353466034, -0.1755838394165039, 0.4346699118614197, 0.09374461323022842, -0.00914009939879179, -0.21890376508235931, 0.06372210383415222], [-0.4257887005805969, -0.4353816509246826, -0.0005432073376141489, -0.7634592652320862, 0.2281562238931656, -0.24054333567619324, -0.1557304561138153, -0.4660336375236511, 0.06950242817401886, -0.06517897546291351, 0.1234532967209816, -0.1355932652950287, 0.2628369629383087, 0.13259659707546234, 0.14779804646968842, 0.28216055035591125, -1.0333999395370483, 0.17420071363449097, -0.2362271100282669, 0.4920596182346344, 0.19984889030456543, 0.03290260210633278, -0.38780689239501953, 0.10417269170284271], [-0.4517830014228821, -0.3235587477684021, 0.13711026310920715, -0.7605498433113098, 0.18780644237995148, -0.1484290212392807, -0.12833258509635925, -0.4527205228805542, -0.19115951657295227, -0.07915423065423965, 0.2820237874984741, 0.07065135985612869, -0.25604915618896484, 0.267293244600296, 0.3285669982433319, 0.14408935606479645, -1.0262236595153809, 0.31583452224731445, -0.35273751616477966, 0.5351946353912354, -0.07174364477396011, -0.11539127677679062, -0.44522514939308167, -0.09194611012935638], [-0.4755573272705078, -0.5039511919021606, -0.13281288743019104, -0.8963217735290527, 0.31321093440055847, -0.11642708629369736, -0.7738528847694397, -0.4038696885108948, -0.16922424733638763, 0.13991159200668335, -0.05557273328304291, -0.12842750549316406, 0.2418302595615387, 0.30575042963027954, 0.1522451639175415, 0.44498538970947266, -0.9061205983161926, 0.18620263040065765, -0.209381565451622, 0.5828657150268555, 0.1863413155078888, -0.11297668516635895, -0.29047319293022156, -0.08938047289848328], [-0.42499861121177673, -0.5185311436653137, 0.13462616503238678, -1.134515404701233, 0.24609072506427765, -0.18913784623146057, -0.6094253063201904, -0.4455399215221405, -0.09388098120689392, -0.052449535578489304, 0.13637731969356537, -0.19412073493003845, 0.14796268939971924, 0.3426966369152069, 0.48797607421875, -0.09674002975225449, -0.6496560573577881, 0.003911485895514488, -0.1828581988811493, 0.5678967833518982, -0.09760764241218567, -0.23517058789730072, -0.041775379329919815, -0.4384373724460602], [-0.4887793958187103, -0.5721128582954407, -0.2263190895318985, -1.1094192266464233, 0.24598515033721924, -0.04200613126158714, -0.5346973538398743, -0.4364408254623413, -0.24085474014282227, 0.20648139715194702, 0.138409823179245, -0.1408955305814743, 0.12286630272865295, 0.20680680871009827, 0.35983237624168396, 0.43443599343299866, -0.7404173612594604, -0.014404145069420338, -0.12833242118358612, 0.6091248393058777, 0.23522427678108215, -0.15570487082004547, -0.38234636187553406, 0.018728140741586685]], "biases": [0.1368243545293808, 0.13798388838768005, 0.12961949408054352, -0.005608049221336842, 0.01361518632620573, -0.07745552062988281, -0.037018973380327225, -0.1444549411535263, -0.015031187795102596, -0.1360638290643692, -0.16527263820171356, -0.16614747047424316]}}

# 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()

Test details

Test 1

Verdict: ACCEPTED

input
1000
-0.4 -0.1 -0.2 -0.3 -0.4 -0.5 ...

correct output
0.4 0.4 0.5 0.8 0.9 1.1 1.3 1....

user output
0.2 0.2 0.1 0.0 -0.1 -0.4 -0.3...
Truncated

Test 2

Verdict: ACCEPTED

input
1000
2.9 2.9 2.9 2.1 2.6 2 2 2.2 2....

correct output
2.3 1.6 1.5 1.1 1 0.7 0.6 0.8 ...

user output
2.7 2.7 2.7 2.5 2.4 2.2 2.1 2....
Truncated

Test 3

Verdict: ACCEPTED

input
1000
6.6 6 6.4 6 4.6 4.6 4.2 4.3 4....

correct output
10 10.9 10.3 10.1 9.1 7.3 5.7 ...

user output
10.0 9.8 9.4 8.8 7.8 6.9 6.1 5...
Truncated

Test 4

Verdict: ACCEPTED

input
1000
19.4 20.2 19.1 18.9 18.3 17.3 ...

correct output
18 18.2 17 17.5 17.2 16.2 12 8...

user output
17.7 17.6 17.3 16.9 16.3 15.6 ...
Truncated

Test 5

Verdict: ACCEPTED

input
1000
-5.7 -5.8 -5.8 -5.9 -7.1 -6.9 ...

correct output
-4.2 -4.1 -4 -3.8 -3.5 -3.2 -3...

user output
-4.1 -4.0 -4.0 -4.3 -4.6 -4.6 ...
Truncated

Test 6

Verdict: ACCEPTED

input
1000
14.8 14.8 15.4 12.9 11.8 9.7 9...

correct output
11.8 11 11.6 10.8 10.4 10.4 10...

user output
13.0 12.9 12.4 11.8 11.3 10.4 ...
Truncated

Test 7

Verdict: ACCEPTED

input
1000
0.7 1 2 1.4 0.6 -0.4 -0.9 -0.7...

correct output
-1.3 -0.5 -0.6 -1 -3.2 -7.2 -6...

user output
-1.7 -1.9 -1.9 -2.2 -2.5 -2.8 ...
Truncated

Test 8

Verdict: ACCEPTED

input
1000
15.1 15.3 14.9 14.4 14.4 13.7 ...

correct output
15.6 15.9 16 15.2 14.6 14.4 13...

user output
15.1 15.0 14.8 14.4 14.0 13.4 ...
Truncated