CSES - Datatähti 2024 alku - Results
Submission details
Task:Säähavainnot
Sender:qanpi
Submission time:2023-11-12 16:09:55 +0200
Language:Python3 (CPython3)
Status:READY
Result:63
Feedback
groupverdictscore
#1ACCEPTED63.25
Test results
testverdicttimescore
#1ACCEPTED0.18 s8.5details
#2ACCEPTED0.18 s9details
#3ACCEPTED0.18 s7.75details
#4ACCEPTED0.18 s7.88details
#5ACCEPTED0.18 s8details
#6ACCEPTED0.18 s7.75details
#7ACCEPTED0.18 s6.63details
#8ACCEPTED0.18 s7.75details

Code

layers={"0": {"config": {"units": 24, "activation": "relu"}, "weights": [[-0.21884147822856903, -0.29731303453445435, 0.045485638082027435, 0.07775576412677765, 0.33044376969337463, 0.17466174066066742, -0.12521612644195557, -0.2400362193584442, -0.03395456075668335, -0.27120500802993774, 0.08192788809537888, 0.22344285249710083, 0.11877698451280594, -0.11871276050806046, -0.007041982375085354, 0.2603008449077606, -0.3229577839374542, -0.29360485076904297, -0.01993841864168644, -0.18435268104076385, 0.018375158309936523, -0.03621784225106239, -0.00044516235357150435, 0.8715945482254028], [-0.3343958258628845, -0.2154151201248169, -0.2351159155368805, 0.1409333348274231, -0.09527610242366791, -0.22129866480827332, -0.05169914662837982, 0.10837437957525253, -0.30586203932762146, 0.13492408394813538, 0.34748420119285583, -0.036138441413640976, 0.0321878083050251, 0.014650652185082436, -0.3262414336204529, -0.07867669314146042, 0.1624070256948471, 0.4848482608795166, 0.37299835681915283, 0.33647897839546204, -0.06753648817539215, 0.3846350610256195, -0.13938453793525696, -0.8108497858047485], [-0.09979380667209625, -0.1767076849937439, 0.058093804866075516, 0.05488326773047447, -0.2587604224681854, 0.004617280792444944, 0.06416294723749161, 0.1323312222957611, -0.0722280889749527, -0.14130230247974396, -0.11318149417638779, 0.34084585309028625, 0.2484067976474762, 0.04364779591560364, 0.21868358552455902, -0.22447551786899567, -0.28936445713043213, -0.31184709072113037, 0.3160467743873596, 0.2692406475543976, 0.07343734800815582, -0.43693143129348755, -0.4207906424999237, 0.5876150727272034], [0.31897279620170593, -0.016786254942417145, -0.009925734251737595, -0.15719294548034668, -0.07422760874032974, 0.11054345220327377, 0.35351014137268066, 0.0007731982623226941, 0.1549225151538849, 0.08026155829429626, -0.023357311263680458, 0.10508130490779877, -0.36733540892601013, -0.32209378480911255, -0.17460928857326508, 0.23814725875854492, 0.33371251821517944, 0.20353414118289948, -0.4079066812992096, 0.07900165766477585, 0.06076131761074066, 0.005033161025494337, 0.11859837174415588, -0.6517648100852966], [0.1478777378797531, -0.21171946823596954, 0.06182073429226875, 0.08702503889799118, 0.07738912850618362, 0.05391561612486839, 0.28154775500297546, -0.11714785546064377, -0.07724343985319138, -0.1944820135831833, 0.07379268109798431, -0.04084666073322296, -0.013253838755190372, 0.039056044071912766, -0.3975905776023865, 0.14060722291469574, -0.07971763610839844, 0.1986025869846344, -0.0504310317337513, 0.05827344208955765, 0.16748663783073425, 0.14191056787967682, -0.058810874819755554, 0.767347514629364], [0.15355777740478516, -0.21494944393634796, 0.3885117769241333, -0.16028302907943726, 0.048894234001636505, 0.17616000771522522, -0.11494463682174683, -0.2833910584449768, 0.3207685351371765, -0.25686028599739075, -0.13774704933166504, 0.06997708976268768, -0.0013377803843468428, 0.16445761919021606, 0.2571107745170593, -0.030583741143345833, -0.14963771402835846, -0.2698184847831726, -0.11780857294797897, -0.3024328649044037, 0.10451176017522812, -0.07382272183895111, -0.1692727506160736, -0.6484857201576233], [-0.1269364207983017, 0.1285800188779831, 0.10284785181283951, 0.27595028281211853, -0.17276449501514435, 0.18960565328598022, -0.16076363623142242, -0.3292786777019501, 0.022739486768841743, -0.1177271232008934, 0.12816759943962097, -0.08536636084318161, 0.060826193541288376, 0.2864818572998047, 0.13670669496059418, 0.2629414200782776, 0.21848620474338531, -0.20721279084682465, -0.5470120310783386, -0.12441211938858032, -0.09778724610805511, 0.20890049636363983, 0.365634560585022, -0.5561944842338562], [-0.048880577087402344, -0.3504752814769745, 0.04310300573706627, 0.1572962999343872, 0.39317038655281067, -0.2416151612997055, 0.11928963661193848, -0.11203177273273468, 0.08064497262239456, -0.01072047371417284, -0.10366553068161011, 0.346165269613266, -0.16821588575839996, -0.11196446418762207, -0.19422881305217743, -0.13880465924739838, -0.16242536902427673, -0.16695304214954376, 0.2462167739868164, 0.2303124964237213, 0.010944860056042671, 0.3177897036075592, -0.0032674428075551987, -0.7847291231155396], [-0.0341755673289299, 0.3208956718444824, -0.2794957756996155, -0.20610588788986206, 0.2020510733127594, 0.26981765031814575, 0.33530503511428833, 0.3841814398765564, 0.07350675761699677, 0.17671096324920654, -0.22627155482769012, -0.007250239606946707, 0.056315332651138306, 0.08242707699537277, -0.17511509358882904, 0.14279338717460632, 0.21255823969841003, 0.2356651872396469, 0.2638549208641052, -0.20463375747203827, -0.2455824613571167, 0.030189847573637962, -0.04206597059965134, 0.27587249875068665], [-0.1975340098142624, 0.24007274210453033, -0.05015755072236061, 0.055453572422266006, 0.005208796355873346, 0.03412128984928131, 0.21747799217700958, 0.409664511680603, -0.2337760031223297, 0.17926685512065887, -0.10860010981559753, -0.23038816452026367, -0.13497400283813477, 0.10948007553815842, -0.28502070903778076, 0.17393340170383453, 0.07243844121694565, 0.3856653571128845, -0.03216042369604111, 0.35902589559555054, 0.19787298142910004, -0.3824325203895569, 0.14624977111816406, 0.4644524157047272], [-0.2799990773200989, 0.20391152799129486, -0.07722526043653488, 0.3993230164051056, 0.5061469078063965, 0.1861797422170639, -0.27245253324508667, 0.21636752784252167, -0.28293123841285706, -0.06158171966671944, -0.016201943159103394, 0.2786126434803009, -0.31588175892829895, 0.07408672571182251, -0.09944120049476624, -0.2656952142715454, 0.19854117929935455, -0.029399875551462173, 0.26330047845840454, -0.3408081531524658, -0.1095258891582489, -0.004292839672416449, -0.5034178495407104, 0.23218131065368652], [-0.03265085443854332, 0.20059877634048462, 0.3159964084625244, -0.1590881496667862, -0.027370885014533997, -0.12932631373405457, -0.25072982907295227, -0.01646929606795311, -0.04174726456403732, 0.0273789893835783, -0.026369202882051468, 0.2683652341365814, -0.11396120488643646, 0.2671663463115692, -0.13591530919075012, 0.09538918733596802, 0.18793465197086334, -0.13661442697048187, -0.24219250679016113, -0.18446458876132965, 0.13862071931362152, 0.0632939338684082, 0.16331905126571655, 0.4156922996044159], [0.16237297654151917, -0.16367854177951813, 0.00926159042865038, -0.33872726559638977, 0.23288626968860626, 0.09017450362443924, 0.29077059030532837, -0.06121964007616043, 0.09495438635349274, -0.27101054787635803, -0.11474118381738663, 0.02554071508347988, -0.19102805852890015, -0.011526373215019703, -0.10345228016376495, 0.2867964804172516, 0.34812575578689575, 0.36543020606040955, 0.18196286261081696, -0.13856051862239838, -0.3954092264175415, -0.18858376145362854, 0.02850113809108734, 0.24326880276203156], [0.0681900754570961, -0.3934570252895355, 0.2316911369562149, -0.25342050194740295, -0.10181965678930283, -0.17658188939094543, 0.2759096324443817, -0.2244153469800949, -0.07090800255537033, 0.24274103343486786, 0.34375256299972534, 0.3675312101840973, 0.12705610692501068, 0.08971435576677322, 0.44231072068214417, 0.22098053991794586, 0.26210352778434753, 0.12876231968402863, 0.14592698216438293, -0.0005534650408662856, -0.2678549587726593, 0.20925801992416382, 0.12954089045524597, 0.426489919424057], [0.3326319456100464, 0.2551090121269226, -0.029727453365921974, 0.1051098108291626, -0.2816143035888672, 0.035913899540901184, -0.13912823796272278, 0.25315961241722107, -0.06965579092502594, -0.12374962121248245, -0.19889765977859497, -0.07599272578954697, 0.22241812944412231, 0.07948001474142075, 0.12534067034721375, -0.3455691933631897, -0.2063678503036499, -0.15784353017807007, -0.3085789084434509, -0.44282177090644836, -0.09882871806621552, 0.233407124876976, 0.30312255024909973, 0.6242004632949829], [-0.2508971691131592, 0.028314515948295593, -0.15382811427116394, 0.17166411876678467, -0.23889899253845215, 0.20715714991092682, -0.20607204735279083, 0.06402070820331573, 0.2154620885848999, 0.18237565457820892, -0.08087843656539917, -0.14951570332050323, -0.14775286614894867, -0.10965514183044434, 0.3617640733718872, 0.4208948612213135, -0.20902392268180847, -0.11094827950000763, 0.17406736314296722, 0.26434120535850525, 0.16632770001888275, 0.015766605734825134, 0.2269035428762436, 0.6340528130531311], [0.16751253604888916, -0.09489262849092484, -0.12097686529159546, 0.1957624852657318, -0.05056602135300636, -0.22897616028785706, -0.03949324041604996, -0.013091618195176125, 0.06845585256814957, -0.02179110050201416, 0.05544465407729149, 0.21938373148441315, -0.17883040010929108, 0.12564913928508759, -0.2077799290418625, -0.37032005190849304, 0.03797628730535507, -0.08713247627019882, 0.20871186256408691, 0.042237572371959686, -0.02049398608505726, -0.08952087163925171, -0.0367402620613575, 0.922477126121521], [-0.02790508233010769, -0.07184689491987228, -0.13718938827514648, 0.3713972568511963, -0.09777559340000153, 0.09674166887998581, -0.17204441130161285, 0.03701139613986015, -0.06394245475530624, -0.024453673511743546, -0.02778756059706211, 0.13834156095981598, -0.19124609231948853, 0.2549920082092285, -0.2466099113225937, -0.26940810680389404, -0.09168051928281784, -0.22122791409492493, 0.1096876934170723, -0.37831684947013855, 0.33152568340301514, 0.09986574947834015, -0.27070853114128113, -1.2189232110977173], [0.2531522214412689, 0.16831567883491516, -0.2071160078048706, -0.3784322440624237, 0.12754473090171814, 0.08766170591115952, 0.10302472859621048, 0.10711422562599182, 0.20130179822444916, -0.20097380876541138, -0.31991076469421387, -0.04076327383518219, 0.2309643030166626, 0.1247573047876358, -0.035220399498939514, -0.198999285697937, 0.11879899352788925, -0.3434218764305115, 0.08698444068431854, 0.14592918753623962, -0.29066428542137146, 0.08115856349468231, -0.1126868724822998, -0.6027443408966064], [-0.06320358067750931, -0.09257233887910843, -0.004554742947220802, -0.11253009736537933, 0.3614385724067688, -0.043920718133449554, 0.30523407459259033, 0.027300149202346802, 0.015498984605073929, -0.04500194638967514, 0.05068235471844673, -0.4564344882965088, 0.04090498760342598, -0.32076749205589294, 0.09192527085542679, 0.009649639017879963, 0.0764179527759552, 0.3338116407394409, -0.11467238515615463, 0.11677957326173782, -0.4854097366333008, -0.26111486554145813, 0.274702787399292, 0.3861083686351776], [0.05407411605119705, -0.05109410732984543, 0.3024882376194, 0.24020923674106598, -0.003941952716559172, 0.24408145248889923, -0.08235962688922882, -0.2420560121536255, -0.329912930727005, -0.037616509944200516, 0.05207431688904762, 0.22229328751564026, -0.13418707251548767, -0.22628577053546906, 0.2225959450006485, -0.4464479386806488, 0.32389768958091736, 0.24548183381557465, -0.07667805254459381, 0.2327987104654312, -0.4531809985637665, -0.18826542794704437, 0.15483658015727997, 0.20180436968803406], [0.18546463549137115, 0.10249771177768707, 0.20487937331199646, -0.12266997992992401, -0.28434881567955017, 0.09519900381565094, -0.03021884150803089, -0.01911427080631256, -0.09364282339811325, 0.3266264796257019, 0.05146648734807968, -0.3376975655555725, 0.14105157554149628, -0.1263425201177597, 0.2532883286476135, 0.0683436393737793, 0.4067072868347168, 0.2777135670185089, -0.2588779926300049, 0.11067228764295578, -0.29433393478393555, -0.2941620647907257, -0.10398395359516144, -0.4842822551727295], [-0.2274715006351471, 0.03599178418517113, 0.06875677406787872, 0.28419509530067444, -0.36601829528808594, -0.35821205377578735, -0.06723271310329437, 0.029631640762090683, -0.17340950667858124, -0.007501048501580954, 0.0691581591963768, -0.07452531903982162, -0.2923337519168854, -0.4221046566963196, 0.14233551919460297, -0.10872095823287964, 0.16322478652000427, -0.13541258871555328, -0.058367785066366196, 0.1291767805814743, 0.05543425679206848, -0.050231121480464935, 0.09605449438095093, 0.8418169021606445], [-0.06139923259615898, 0.4045328199863434, -0.06896069645881653, 0.12364628911018372, -0.06501276791095734, -0.2711707353591919, -0.27283093333244324, 0.06530453264713287, 0.3923572599887848, -0.15224573016166687, -0.2875102460384369, 0.006423600018024445, 0.1589965522289276, 0.16352514922618866, -0.12174111604690552, 0.1929372400045395, 0.20687836408615112, 0.12972556054592133, 0.3876349925994873, 0.054505590349435806, -0.26335859298706055, -0.12839487195014954, 0.05791407451033592, -0.8732982277870178]], "biases": [0.3651738166809082, -0.14424236118793488, 0.4927515983581543, 0.441179096698761, -0.3952862322330475, 0.178392231464386, 0.05150267854332924, 0.07937421649694443, 0.45458337664604187, -0.44229772686958313, 0.031831905245780945, -0.08962935954332352, 0.28674256801605225, 0.3454186022281647, 0.05468156561255455, 0.12046704441308975, -0.6862170100212097, 0.27756819128990173, 0.031041068956255913, -0.7595652937889099, -9.109691018238664e-05, 0.2553664743900299, 0.055624280124902725, 0.2022586613893509]}, "1": {"config": {"units": 16, "activation": "relu"}, "weights": [[-0.7248966097831726, 0.15011687576770782, -0.1450456976890564, 0.15929736196994781, -0.1857050657272339, -0.05148063972592354, -0.14853549003601074, 0.03932024911046028, 0.12269154191017151, -0.010696128010749817, -0.10616957396268845, -0.07310505211353302, -0.007075073663145304, 0.09171236306428909, -0.30522391200065613, -0.08257599174976349, -0.267829567193985, -0.005853887181729078, 0.09719663858413696, 0.07159656286239624, -0.12325295060873032, 0.04024093225598335, 0.17896883189678192, 0.2555992901325226], [0.16105934977531433, -0.5253962278366089, 0.14878293871879578, 0.11561115831136703, 0.09248330444097519, 0.11449325829744339, 0.0052443863824009895, 0.07083822041749954, -0.012527563609182835, 0.09554930776357651, 0.1386866420507431, -0.15047897398471832, 0.012306376360356808, -0.10788784921169281, 0.00023050363233778626, 0.023867733776569366, 0.09466470777988434, -0.057507481426000595, -0.04745403677225113, 0.18999339640140533, 0.07139071822166443, -0.4408114552497864, -0.008331968449056149, -0.5676130056381226], [0.1771361380815506, 0.2166096717119217, -0.009068544022738934, -0.03258479759097099, 0.04326683655381203, -0.03487469628453255, 0.15934041142463684, 0.012076902203261852, -0.19522397220134735, 0.2559341490268707, 0.23371371626853943, 0.19703464210033417, -0.072184257209301, -0.10575328767299652, 0.46283581852912903, 0.044422026723623276, 0.24267742037773132, -0.04336503893136978, -0.06354530155658722, 0.13611407577991486, -0.12330460548400879, 0.005768089555203915, -0.24260737001895905, -0.4516944885253906], [-0.021829741075634956, 0.0844062939286232, -0.2283250093460083, 0.2402018904685974, 0.019623713567852974, 0.034260571002960205, 0.4325787127017975, -0.06016984581947327, 0.05026421695947647, -0.2890799343585968, -0.013472032733261585, -0.10645214468240738, -0.09434251487255096, 0.22327539324760437, 0.2779119610786438, 0.020651815459132195, -0.3974384367465973, 0.15126962959766388, 0.22240540385246277, -0.1155167669057846, -0.15162034332752228, -0.19897659122943878, -0.08344478160142899, 0.349152535200119], [0.15662279725074768, -0.4753335118293762, -0.07237102836370468, -0.2873534858226776, 0.07828861474990845, -0.12574216723442078, -0.20751503109931946, -0.07672864943742752, 0.2808251678943634, 0.26695698499679565, -0.02231692336499691, 0.01213363278657198, -0.047069866210222244, 0.2350277304649353, -0.18526268005371094, 0.004273575730621815, -0.13171979784965515, 0.05038550868630409, -0.1806826889514923, 0.06884096562862396, -0.04722870886325836, -0.005440962966531515, 0.3660770654678345, 0.3822779357433319], [0.08331242203712463, -0.1939159631729126, 0.049246713519096375, -0.07754764705896378, 0.19427216053009033, -0.522973358631134, -0.06021639704704285, -0.31120020151138306, 0.07311954349279404, 0.10012712329626083, -0.08229821920394897, -0.05276021733880043, 0.08581607788801193, 0.1450822800397873, 0.005883733741939068, 0.1799953728914261, 0.19888556003570557, -0.0288764089345932, -0.43224406242370605, 0.16414692997932434, 0.08172022551298141, -0.0026064987760037184, 0.16293737292289734, 0.3009638488292694], [-0.12674760818481445, -0.08091994374990463, 0.005209456663578749, -0.3888835608959198, -0.29265090823173523, -0.10275564342737198, -0.14449644088745117, 0.07243221253156662, -0.019880207255482674, -0.15501253306865692, -0.06369391828775406, -0.16406667232513428, 0.06613543629646301, 0.13391165435314178, -0.29722851514816284, -0.07254394888877869, -0.22017544507980347, 0.1615535020828247, -0.2971931993961334, -0.30049222707748413, -0.08282440900802612, -0.3270561099052429, -0.28026828169822693, -0.28888052701950073], [0.01445956900715828, -0.028168585151433945, 0.012457911856472492, -0.032148584723472595, -0.08004816621541977, 0.10141780227422714, 0.21653911471366882, 0.10613268613815308, -0.28484249114990234, -0.20278263092041016, -0.06814499944448471, -0.1964700073003769, -0.3174211084842682, 0.220469132065773, 0.14020627737045288, -0.19648854434490204, 0.08743992447853088, 0.09627880156040192, -0.0345609076321125, 0.7033637166023254, 0.06297256052494049, 0.10503390431404114, 0.1159520074725151, 0.09252180904150009], [-0.19134780764579773, 0.2174411416053772, -0.12327301502227783, 0.1309225708246231, -0.03202860802412033, 0.12983043491840363, 0.06486818194389343, 0.13699546456336975, 0.16179481148719788, -0.2548312544822693, -0.09867064654827118, -0.11363275349140167, 0.03108222782611847, 0.011824749410152435, -0.2672938406467438, 0.14747783541679382, -0.29091206192970276, 0.3931722044944763, 0.1545799970626831, -0.1736031025648117, 0.005971151869744062, 0.10995189100503922, -0.19173863530158997, 0.09562908858060837], [0.15960785746574402, -0.40389031171798706, -0.05303414165973663, -0.09647426754236221, -0.12480266392230988, -0.036442432552576065, -0.3615812063217163, -0.21565404534339905, 0.26722481846809387, 0.0469655841588974, -0.058681588619947433, 0.2353110909461975, 0.036998771131038666, 0.1976194977760315, -0.05354084447026253, 0.28534838557243347, -0.04338148608803749, 0.07159394770860672, -0.2949027419090271, -0.05185304209589958, 0.030444562435150146, 0.12054818123579025, 0.23293979465961456, -0.03454672172665596], [-0.04117243364453316, 0.13321560621261597, -0.03624165430665016, 0.11391309648752213, -0.6387389898300171, 0.1738046109676361, 0.20297273993492126, 0.06517403572797775, -0.015534214675426483, -0.14834856986999512, -0.05341479554772377, -0.035805314779281616, 0.051327772438526154, 0.11116752028465271, 0.016529759392142296, -0.10103876888751984, -0.09488990157842636, 0.1149442046880722, 0.05957036837935448, 0.5928125977516174, -0.04084804654121399, -0.0020877171773463488, -0.025831058621406555, 0.20417512953281403], [-0.3453637361526489, 0.27239903807640076, -0.28730008006095886, 0.17270556092262268, -0.14982259273529053, 0.2726861536502838, 0.2453172206878662, 0.17173181474208832, 0.01678718812763691, -0.06363324075937271, -0.07646888494491577, -0.29283756017684937, 0.11271311342716217, 0.23226802051067352, -0.0622517429292202, -0.025653766468167305, -0.3996904492378235, 0.21443036198616028, -0.008501322939991951, -0.059355299919843674, -0.2406739592552185, 0.10256655514240265, -0.12584005296230316, 0.16513563692569733], [-0.03042680025100708, -0.035698648542165756, -0.16022281348705292, 0.002902375999838114, -0.08915524184703827, 0.03639041632413864, 0.173101544380188, -0.06185511127114296, -0.10594039410352707, -0.4455174207687378, -0.07773897051811218, 0.15090972185134888, -0.028948113322257996, 0.17252130806446075, 0.026702599599957466, -0.5926685929298401, -0.1022723987698555, -0.030216114595532417, -0.03002167120575905, 0.5370244383811951, 0.059264786541461945, 0.03206660971045494, 0.009833196178078651, 0.05142864212393761], [0.07993141561746597, 0.037987690418958664, 0.04309116303920746, -0.10032098740339279, 0.28547394275665283, 0.21456408500671387, -0.07353711128234863, 0.04918957129120827, 0.10852254182100296, -0.06423094123601913, 0.08790839463472366, 0.16186074912548065, -0.02991362474858761, -0.08788859844207764, 0.08538185805082321, 0.20185218751430511, 0.3439759612083435, -0.2300468236207962, 0.1400521993637085, 0.17388752102851868, 0.02479410171508789, 0.050749387592077255, -0.035748131573200226, -0.21859276294708252], [0.050462327897548676, 0.09923446178436279, 0.19485291838645935, 0.19985142350196838, -0.6817039847373962, 0.0631314143538475, -0.04627092182636261, 0.06178627163171768, 0.09052202105522156, 0.2329079508781433, 0.03988921269774437, -0.049388784915208817, 0.4228535294532776, -0.1727670431137085, -0.2263079136610031, -0.06789436936378479, 0.15295861661434174, 0.06761534512042999, 0.08209708333015442, -0.07371603697538376, -0.23897594213485718, -0.022120799869298935, -0.06424947828054428, -0.047064464539289474], [0.1959908902645111, -0.5841953158378601, 0.05460621789097786, -0.07609505951404572, -0.05153767392039299, 0.03387723118066788, 0.31744661927223206, 0.00795415323227644, -0.12845171988010406, -0.013554973527789116, 0.2552395164966583, 0.05752414092421532, -0.19001570343971252, 0.0845450907945633, 0.054784663021564484, -0.0066756620071828365, 0.07366901636123657, -0.07481565326452255, 0.02147659845650196, -0.09309887886047363, 0.08256970345973969, -0.2767057716846466, 0.03848089650273323, -0.5200328826904297]], "biases": [0.593571662902832, -0.39869424700737, 0.0561823844909668, 0.5214783549308777, 0.08676278591156006, 0.1205035075545311, -0.15551376342773438, 0.10219931602478027, 0.23020444810390472, 0.43383193016052246, -0.2124824970960617, 0.3527184724807739, -0.04561280459165573, 0.15388719737529755, -0.8068318367004395, -0.33726033568382263]}, "2": {"config": {"units": 12, "activation": "linear"}, "weights": [[-0.020317034795880318, -0.09381870180368423, 0.1714298129081726, -0.013372077606618404, -0.1748637706041336, 0.47131556272506714, 0.12011972069740295, -0.23304453492164612, -0.4310131371021271, 0.28761371970176697, -0.4563417434692383, 0.02285531349480152, 0.36050477623939514, 0.35259559750556946, -0.0977909117937088, 0.029820339754223824], [-0.10026199370622635, 0.09722606837749481, 0.25047674775123596, -0.09555882960557938, -0.16034813225269318, 0.4544810354709625, -0.21013295650482178, -0.30341237783432007, -0.22400572896003723, 0.3739617168903351, -0.31265684962272644, -0.17114247381687164, 0.3209865093231201, 0.18249915540218353, -0.3060307204723358, 0.026294022798538208], [-0.19920329749584198, 0.0937940701842308, 0.14339962601661682, -0.15507644414901733, 0.058189261704683304, 0.3224276006221771, 0.05847557261586189, -0.3633621335029602, -0.44342875480651855, 0.20075884461402893, -0.1543770432472229, 0.029538555070757866, -0.05519358068704605, 0.32963162660598755, -0.2150040864944458, 0.14618436992168427], [-0.2067398726940155, 0.23795932531356812, 0.1135021448135376, -0.1751951277256012, 0.1307557225227356, 0.36914846301078796, -0.187525674700737, -0.34423744678497314, -0.15213651955127716, 0.14054462313652039, -0.27238893508911133, -0.23496799170970917, -0.23849421739578247, 0.22187872231006622, -0.29881712794303894, 0.08165682107210159], [-0.278528094291687, 0.39660245180130005, 0.009297245182096958, -0.22703149914741516, 0.28088364005088806, 0.009961186908185482, 0.03199987858533859, -0.41938886046409607, -0.034945935010910034, 0.19674798846244812, -0.36053895950317383, -0.2587455213069916, -0.27110952138900757, 0.419131338596344, -0.23042741417884827, -0.1344330608844757], [-0.31715697050094604, 0.2277984470129013, 0.2179456353187561, -0.09983085840940475, 0.5427981019020081, 0.3962363600730896, 0.26514020562171936, -0.364020437002182, -0.12215153127908707, -0.14010578393936157, -0.449768602848053, -0.32418742775917053, -0.43944495916366577, -0.06991232931613922, 0.1481965184211731, -0.528984785079956], [-0.3336108326911926, 0.19858220219612122, -0.13576942682266235, -0.05479562655091286, 0.19302219152450562, 0.25274214148521423, 0.3414480686187744, -0.19332294166088104, 0.039229050278663635, 0.15421630442142487, -0.7108310461044312, -0.4144119918346405, -0.37499484419822693, 0.2934344410896301, 0.005279464181512594, -0.8159348368644714], [-0.422286719083786, 0.04937589913606644, 0.10244210809469223, -0.25551286339759827, 0.3467254638671875, 0.20331823825836182, 0.1598391979932785, -0.38544145226478577, -0.08146894723176956, 0.21898294985294342, -0.1885761171579361, -0.3716261386871338, -0.5433028936386108, -0.08572683483362198, -0.0044249664060771465, -0.7729403376579285], [-0.5492861866950989, -0.16410839557647705, 0.027662739157676697, -0.31232157349586487, 0.13798905909061432, 0.33900389075279236, -0.40672746300697327, -0.30589914321899414, -0.22458599507808685, 0.357602596282959, -0.19285129010677338, -0.2120145559310913, -0.5730611085891724, -0.17460890114307404, 0.17733299732208252, -0.6229041814804077], [-0.6256672739982605, -0.6114904880523682, -0.18475838005542755, -0.24425610899925232, 0.32891541719436646, 0.2726975083351135, -0.2964422404766083, -0.34193000197410583, -0.4392993748188019, 0.058623626828193665, -0.40586715936660767, 0.04021601006388664, -0.548961341381073, 0.1525789499282837, 0.5978135466575623, -0.2620203495025635], [-0.5131997466087341, -0.48033344745635986, -0.3290790021419525, -0.2696824371814728, -0.044208839535713196, 0.15920868515968323, 0.26628270745277405, -0.3256877064704895, -0.21221740543842316, 0.47133344411849976, -0.37406134605407715, -0.1763664186000824, -0.42136964201927185, 0.2695979177951813, 0.4339364767074585, -0.27778661251068115], [-0.4640010595321655, -0.5009580254554749, 0.047271180897951126, -0.3614664077758789, 0.20443421602249146, 0.3032970726490021, -0.010302525945007801, -0.6241795420646667, -0.04159185662865639, 0.3614562749862671, 0.1726323664188385, -0.49384814500808716, -0.5971799492835999, -0.2790926992893219, 0.26249024271965027, -0.27259474992752075]], "biases": [0.035658471286296844, 0.04988892376422882, 0.13135738670825958, 0.13693217933177948, 0.11019474267959595, 0.1889876127243042, 0.01815425604581833, 0.11266098916530609, 0.0931534469127655, 0.19527344405651093, -0.07279729843139648, 0.03200383484363556]}}

# 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 0.1 -0.0 0.1 0.0 -...
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 2.5 2.4 2.3 2.3 2.3 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
10.1 10.1 9.8 9.2 8.4 7.3 6.4 ...
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 17.7 17.4 16.7 16.4 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
-4.0 -3.9 -4.0 -4.0 -4.1 -4.2 ...
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
12.9 12.8 12.4 11.7 11.2 10.6 ...
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
-1.8 -1.9 -1.9 -2.2 -2.4 -2.4 ...
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
15.3 15.2 14.9 14.3 13.9 13.3 ...
Truncated