CSES - Datatähti 2024 alku - Results
Submission details
Task:Säähavainnot
Sender:EmuBird
Submission time:2023-11-10 18:00:54 +0200
Language:Java
Status:READY
Result:11
Feedback
groupverdictscore
#1ACCEPTED11.13
Test results
testverdicttimescore
#1ACCEPTED0.60 s1.5details
#2ACCEPTED0.60 s1.63details
#3ACCEPTED0.62 s1.75details
#4ACCEPTED0.62 s1details
#5ACCEPTED0.61 s1.63details
#6ACCEPTED0.60 s1.25details
#7ACCEPTED0.65 s1.38details
#8ACCEPTED0.59 s1details

Code

import java.io.ByteArrayInputStream;
import java.io.IOException;
import java.nio.ByteBuffer;
import java.nio.charset.StandardCharsets;
import java.util.*;
import java.util.function.BiFunction;
import java.util.stream.Collectors;
import java.util.zip.GZIPInputStream;

public class WeatherBundled {
    public static void main(String[] args) {
        WeatherRecord[] sampleRecords = readSampleData();

        Scanner input = new Scanner(System.in);
        int n = Integer.parseInt(input.nextLine());

        for (; n > 0; n--) {
            float[] measurements = WeatherRecord.readMeasurementsFromString(input.nextLine());
            if (measurements == null) {
                // I don't even want to guess if it's outside the training data.
                System.out.println(" ?".repeat(12).substring(1));
            } else {
                WeatherRecord record = new WeatherRecord(measurements);

                Float[] forecast = generateForecast(sampleRecords, record);

                System.out.println(Arrays.stream(forecast).map((value) -> value == null ? "?" : String.valueOf(value.floatValue())).collect(Collectors.joining(" ")));
            }
        }
    }

    private static WeatherRecord[] readSampleData() {
        // This data originates from the sample data but has been preprocessed, filtered and compressed already to fit in this code file.
        String in = new StringBuilder()
                .append("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")
                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iHumr9gtoUDHEoyKsf4VZkC5ifC/eVj5zU1wf2mobvI9lAXTCCHHnl5Hg5wnyAS4vMCZKi89tdnfKe9uwmeFjjbkjS0JXStuQJ2+T5uv0S7wyCG8FlUZpNiy6+M+u/5dU1wJVO0NCV9864s6xqMhb05ixenmmCnK4CIxMlUnGEFKuFKbfGSPzfBRdXlPy6+Hhw2fNmfIeR/tDS2bHwTdAu8I6mOwwRtg04Wdmb8cflFfAmabVfx4TeRl+Hu7BC7Vs3Akai24hPppk1TeciD7ZU7Nr7TBNstCumhkFkXrSQL35/35a04+S8w1yRVsVxFdTgeV/B89iPbH8DJh7yYVNeLf0ctfnbc9Z24sM9qoqubiRu9koTWvgoeaV7T/dcmeAR1w0ipoA/5Bv1olJ5tz99/XxM8k4k20NASn127pSm4aT2Rfx7IboIe6sGOegZe1HULXCxOHT6I476hsWCbPsGLup4JL5Qrh481wQnTVPl0KG6lLNOEWnh90qljq3FhfVTITYv/9vqw7KJjPB764dkPUCB4hpqBugYVX4YaeKLpZ+cfa4KroHNpRaZoZ3SOK5FBHrnwBC4slekFjvoo4ArOgrM5dZdfw5cwaEx0iuK1dRV/fqyoAbY3o08LIIdBCgd37yhoT/63bpvwk2Y4yvKso376XhIBO2Vovzh9ibi3GV6klqfJ5O0BOS1r6BiPR38fKWiG4z4XXe6gjEriiEixHi3/dfSeZnRt3B3nc1HPvGk5lDXzWM038yY2wxWTSJohSUpSlRFDXK77fkFNM1w2HJOYPC8yjILTuRATy97El4iCV3jJu/pAInm6bHfV15rhMEsg26aCjDjL6XAqV6v5QjOcApCljx0hdS0h62gHu32P1j/cDJtMXUHlQ9hM8QxL0LvebOhvRoll6cTVpQItJu7ON0o6G3/XDIdcwUuNdbyw2QA8NaO1+T/N8BTVFDWTvQOqrCuoaV+ubR29ppkSXgJ8wDFu3UklNPzks0WPTGhuhvUOZ/GIldJeirEPHhx3dhbbDBeDpmjZEvJ5CclWK1woeH7BQDOclAPiMMhIUm1bQ+xzJvrvJUYz7GdQU1k0QAZ4B2r/nindgyM5EWAsXR1MJfpuJ000j3t80VUTcCQcaiDdNuEuEQd8rrhgNaKAg5yfcdIGXfkhqFwH58LsxjHNsBHhkysh5g9QY95p8EBpYOdZ/GTYlNKsKksGsdGF8GLlvw4cwPXOEHLt2K0hFyEnbdrZ8nGH9GY4y1hOUh9CVyqi714OxzOunHqkGbpZzpRxG6llH3X/emVV47lDiEeKLEuyjcF3/3+a3jrAqnL7H147T8yZGSZohm5mGKaTGRhmwMLAAAsVRZSUEJBWQRppkAYJaUHERL3q9avX9hrXQqnJMyd352+t4/v6h7E97P3Eis/neVa0hKNk2ea1Wb34FL7bpMqfDMfHRFtFl7ErvwN0yEZwRjkThhK5FgwBuqMtnZP9u7JJIESLpdRW4kj9YH778UlXsmG+qyD5dZgbIdamwIcnUmoD2dnwhEp5f2CYiTO8/rCy33OpQ7JhEfzTNlkA28vhu6clLUnvlg2ThUT9C4cSoWx0/9+UdU9vzIanON7D66auftMUIei8ouObnc5nw3PUs9RWTTtBP5EDZj7R+Vg2LI0kcZYV9KnxOEThbiTyYtZt2TBJ9CQaiEGiZW8uTGnfo+e0bJjC66wG/wScU/2Ttb0+6alkw/IsW2ZDoYgSolTsO+Fcn1eKR2XDo8liPDWNepDpnIzr/Wzg8/Ld2fCMmWTHREFXE3izBpa23VJ1NRvmtLE0HJoa5wMuBScs7ffSiKU4QJ5Cg2zOblZicVTuNUMyb5uSDWv8nja2FuVb643fWFTACZx+V302POxQEDrFqtANAgv7arl77suG7ZrjlZVIrCESRVNQB6va/3ssznJOimhrtqarLfWeFugMK/ssGHsxG1a6vGxoFFJIZQxS4NXq0vtxli9ziTaHJOIIRu6DuYGlDzdkIxPgWSZFigMC3AjiqqkpzGNbcKk4qjhOk6cwihLY2PXK47fRzjuGagDuD02+JyztufepD5E7eRA5B6+0uP04tCA3wYKMe6YMx6VicGttAT+qIiF7ACZxXad2yYYHyCcoVCzFRv9aDM+3izybkY1W0/Uh6m3jS3LNMFrkmYGMuTeyYaZDmTsIcBxqNngfrG03Y2FTNjzGCBStQiVkUTRr4OeK6d6dObCEZzjWqQ9etX5TwigQk71dUg/mwESTAq7ApuE1IuTfkTUsbVUOPKjHPagPyDkpbuZ+WJVyf0ZeDkzwsol+kYl6YSjfW3td7zgmB7a2tlHN6w0xmWO5OOr8goz6LrtzYIEY4i0kPCYRJEQzq7rfNGBmDszDfWQdQ0LqEddwi1ennx88OwddBjimaup0AwnoYBZ1yht8IAcWyX4pQrWbEaNEUWHeuWNG3m05cKyDbap/3GiORXVFQRe9IDWt8IUcmG2bqTFo8RrAI0F4GJ5gR1Ttz4GHiXhRXitvJzzgpJT9NRk4HUj0Z6TC0xZVqtiV/0jNqzmwigFW1WPhmGJ4eQSVr+d5a//Cd7Meig026aSM9vLFtt+PfBRn6bc4npF1asekISRa1bf9qCM5iDU9MTEsqb95kkW6Qdie9fwtv+Ug7XQFhrXUeGMwGEEnsDC1zwPncmBhGuNoKmoOYyAN6gMzsuY8YuQgVbHdRL41nRvjLDd2eP/Rd3Pgaa5tQHYbqKR5VEN7sqzbnik4koU+zdUtNSLHOJGFLNhfMGV6pxzY7+N502qpj8fl+G/4knUZDz4TwfVmvak6Gh9Pa8QiuDU7ud+zT+IABc1SES0JDJ0v34/2/MLcF1FOHMIVFKZtKAJOZ2OHjxbjes/1enQw3Fg8HlM5fMnTngNLTuTgsluMIxPEEZCqDIX9fTovOZsDK5NFQXPrtVir4Peg2C9v84zXHIwEAWwDf8obQYNStPYVr/KlDYZ9Ji9YesuNSIOrMtAJDucsT5o6GLZ/BG2z+Hd6KL/xSJfT4Xzl3ORRg+F5lnIQqWY9YzIo37P9szI3DIbZyBZwW1hHp1iitrC+37oOOwbDelbUQLfkllDcpty3t0e3dPhxMFz0GMaf6rW4EWmRTUTU5wYe7tx3MGJNxnRULaK0SnoaPAhP8wO7HBkME3iCsIjIBUjQoBcyPu16x2CYnsaHYkKsRWthuRA6xtlJerfdg+EJbwqEEk0M/I6Oyv1cp8wezGCYG2VdZGS2x6Vstv6wsffjvX4eDBt12/DpTiyq6Bbd2KwZ1Ld/zmBYI7NOzFJt6kFjos4fy9qY//5gFHTkl2gYqaEORbW9Oqyw+PPB8EpKkqbpcuRrCakuquvGrNySqyihccY09UikqaNmuEiDZiR1Kz82GGY4nNJ0le4jNWSjw2Fu5uJhq/GxzVmJm0pgE0W8NpRdv1UYDBu8tsf2xqN6pCXaQEC7Z7vRmYNhcQCdtqQj80K7hOIzWfy/23Evn0RKg06NyKVDx+Kru5wZu3kwrJaRzkcd3dY13Pk7YF7yzke/GwxzDNeOWbYHMT/a035wfEh4wixcKosorUslzhOJUGuLfn0Ct3gtwrVEJjJDxSAehlVp/57UYzA8Sgn1iVBiRGn4X1P5pMmHcSRsonujk7i1wJEsa3th8vHBsFAUbSN6TUSI7zXxJfN87JTzg+HpQHKq8z+HshNY8oDPBd6HeC46XQ8us6upmteiWk2ze37OpObCZCr8Sf6Vslvx18szbhF/yoUJiJn1f1qhAxnT6eKT4o1cRI9Ekx3SbpHu6p7JmJ98Sy7MAN2g4mWQKItTCgf7Lk3JzoWDvGvrthpjJM6i6jSb+1xNOZ4Lm5s7WB5XEqWgfC0KlbC664C013LRhDGGQCfxFGqEcrIu7eGsq7kwjWIsHIM4JorPWJibdKrbW7kIWHW613QSz+FemCIyfffmwkS6xrCoXzkFmN0Mi1LHDdiMk/d4QLVaWVdQTQZ1a8twbdC8XNhipLksr5jvXglFWBSI0/m/5T6C7+Zw9SCRVY+7g7S/74XC/rmw0fHHuOhv8UbQcOvHwmzfprqPc+EZi1GNKOMTbTZGJHVlxg+3ZuXCSosLx+tRyL0CurpSWNnllvHT8DFnGNfiOjCpVCavH+wa8PFjCGo2paTjIjHNkSsNER0eguWBjx/7C9/NOUpY8vKcQyUMh8O+rL0T+ubCvoauyUZ9i9OoURzM3TDVe37C3FyYSt02WfqLqsgjg8lYPekKTp6nXUkEeDAUnLBt8LEpCn6SPLdlSHIYMTFy7t1VTz2zBGdJvzX1YDSIYAzfvaX9zJmNuTAnVfMYSovD6iaajwkwz5P1nCcXnkAdZv+J3UYEOBKWpd+06BpKFc8HBOr/Leq6Do/BZPbHJdtod+j2jagyZSzcD6eyapklQ+BphgAB8TRds6A9HCmbzawbAstTfIBL2xy92uRo8AgsSdrGXBoCEwTTSkSFcUh2UapODX+Y/3YInBJFDR3gny1GFN3RrbCp8yDx30NgAR0maTG9uQXQMZbB3r5v+xcNgUWs19XqI7j7FNLVAfYUzkp9ewhsF3kG4uq1aPT63wpazdXpj7X5Fw6Qoq3QOysuDXAYvNghO+2bIfCizUUM1TU1zkKI9iDM8/7YPnkITJZsjm1tQsuGa4WbtjC9tHP6EFhom4JiIMRxJFlAsrexd1HvWvyHh0X/GYlcl1VJgHGwLHVo9ntD4NlkBBGKqyUOUQhxtN9SfmIIvBTkvJzgsWKsE5FR5xcljau+awhMSfWIIRNdRpcIOoF0OFDx/sg2Q+CAh9ER3sV0N47rfQdM9u0biUs1+Z8iXew/SZv3wbaMyrulIfAE1XHP5Ft+M3ycjeu9p5390NAhMC2Vgu01yXQ0/JcHYRo/YvwnQ2AiUBInQxVQE30NX62NP/J/Q2DHtQykML8HIdIQVlEbXsyIT7g8BJ5LdE1D0k52CWVwS69zT9w5BLZwHkQPl1tjjoqDuRNO9Fw6ae8QVO5kDlAYVNV2KRb0WPV9T+HC7jNFS2GarCY0YVQ+50Cp96lJOEsdHLRpsbDKx+mIbLZ/+2T85GxWSaKjSl20HEok3lLQfUYFfhJ9FERDDaEWHRFHNXxX+dmc6UNgK07e366N70q62NoIj8NUtv7ZZ3GpHJYaesI/4TSPwHzPqrkcrgml5tuJjk6OQTg2zZnbawjMZMDDmNKfwTjVA7wFXmi3Yt60IfACb2m2rBsq1ahD0vRmv9iCczhLho+EULfp6FVDbbhc0GUxCtv9Nt13JUJBXRr3OwVvc//Og5dYzusouq6FzICIa/JadQ3fOQ92oFlvUnW1ubHeiqJDn5a0x7M+D6axHL4EeaTu2JRWv6P8Ze9i/DWCGdsw5RYp+quCDmaeJ9+fnQczqHsR7bJFGcWPwsEObdJv5JExZaiOKJM498mGvXlHOnXPg70yG45Ew1pciMVdtBDL05Z1w08uFa4mcQYF2UY1yvN6qdOCQcdx3KKrWrJpNlFz1oRF7pP9QB4s0nxUKwxHSGa9MxwcWjf45zw4iFZDk+rjHWPNTTwu7Bd9S/Lx3bNVFlmQoYCrmCSDc/3tyjblwXS0i9Qxi00U8e0Iq4fsrhiTB6vtDIP1xux4JBaimm5nbn2wskcevKbIui1F/m6OyDKdFSxvn11ZgiNhGCmc7jWCcTt6AwHU2qw9Q2fmwWKUVmppTFWiLHQwb/baVHc0D2bxjSletF+aTcBNhIPljTd9kAfrGdbH6dEbrcHmoAnj4eXUT27x4gpynOhyJiV/J6rXHb3tjdF35MFR9JWKLocuN4YlA+HW0uRHRv8HV1D3tNU02UCqp9P1ybJ2m+/7Kg8WsKZmRjXDSiSxPAzXy1eN0/LgYZcXRYYlXojTHwczPV8/gNOZTHVsweHA5BBUjocjmf96aGoePMFQapoiU71vFfdyYw93wsu0aXFRYnxKNByNExM4m7dw4oI82C5rrE6MzqCUolHwQvvMSd/hrznH9cgKr1mSoEIRrO9y6qkRefCC2AaNox5tjP1TcOd4zf2TP8+D465lq6Gf7CtSCCQc93xPbMruPJgfYJORGLk6NePGhd3e7quZk/IQpjgxBnWEdxQPnVe9OXLAAhT7N9VkO/xra7McQleATvf5tLoF3+bB84GWpAbDR5Wk0EsNheVd+MVcHixnddWhA8ygji6jPZwoGsv1yofDLsdF1C8ijBQKGzAC1rfPEqbnw3pDE3lZQRhhurSwzwjr/WI+PPNPViY5NcT498PCwMlkOx8WsiJyOpkOItDjtYE9QzpkbMiHPV6R5XhX+vV6xJBwOi9nnGg3IB9meVnGYq1EUACdIx8aeLj99nxYnM5xbvTXaFDS4uTnD6ZKnWvzYRrH2ZQIihYFBaIE1nac2GthPqwVYgxF29kUqoKGY0Xa0EEN+fB8ezNFFRVZ/U2LyriXB3PHDF6eD5tsFVyzoSliUZJEGczqkDfklnx4jPhvov0FYbcH4eW2N+dn4SzRFXPECxPh1Y8hRHox/2g+POfqjIGkiYwQFdtZ3zO17EFcKs4niabW0ng9Eo/hUr0UaFtbmg9TGY7nhBTHKyOTBB+8fvOB2vJ8OM1bTosRC3s81Id1LOzuWHzTj/mwwrQENqox0ZCCAGocfDfIfxuXD7NdOYkQKDo7tEHjYb631x1j82G+hqAH5009quisd02f0jtxd5YE0CSrcpxRmzU6bVnV5tk730ei7jBIgE3qioVS9ThsSPq/O918mGn6XfSuaK6Bp9DWPf1i96Xnw0a0O6Yju5Iug4LyvTlr4X34kpeQFaOPQjmMG3Qq91n21Acz8THv9XpFRvr7clAJI3TeMGjDExX4SUagpFNqAYlY9GZYldn0JJMPC3iXb5UYxdR4IFj+QpI6aXY+PJLCt/EFvmvvDXulGPSG02W/PTUhHw5aGstFoo1RLhkZ+oPwjHfQlH24O1ThjkRQJ9g2CS305Wk782G6xeiMw3tszWAodPv0XXue6Y/r3cbh2KDU+luoIaxAGmwr2zETx73ZCyoAUWWqPtYJNvcrnPkcPjaFmLcZoV9MTzRO3lSZN+txFLaUuK6x1ASBbkrQ2g9unPMkPkbflKhgofAqi1R8U+bwORIKG5o1U40nwi0o5/pwwQcLvPmwm6NazE2/hKIGKtZ4JNuTF32Yj4iaDSSLqolvN22EDgfajYX/FsBENKJMnMiok6gPsa+/xmUXwMaMOOi6LLvNos0g5z7bbQP3cAEs9AOngddnyjFNgifgGX6C+EMBPGMT3nUShZopmWZbfvfUngWwSqSiG7hOTFSk2/ymikfTTxTAHSyRA4+uRDVk6Agq/Ufa1xbAEo01eFNgECOi5y6Bl3vkdl1ZAGvxv2JSWIk5vygxFIjF6dD1SgEsttsARVFrkbiiIR5c0XZmz4EF8DzaB8YwHYr5IAB1uvvSAVoBzPEaRPQcdCMWqevqvmdzUgrQMVqIKZUWkwnarZAKO0uWDxYKYJ1paS2Wq7OKo4nQFU7U8IN9BXAUqbIUvtoQli2DgMjK1FW5O/GT6ANMS9RZzRu36Hai8+2FW/HdgbjKSC5VEDdNuA32dGXp8XzX8QbQoZk69QcugY39JpV2wfWm7CIkGEQy6dLi5Mh9I9MK4KSQRKnPPzUr1N3uCVgTkG7dXwCzHSqNmejjwjloTLd2/270TQUwN8WTFEz2xFRDagjjUq1pU357dQH6S0FE4hq0ZRcNzjh41vvImM8K4NlE8hSBwn9A6OaCxx7eUACbA0kZesxQwo3tQUOVWtO+avwF3MuYzoJupoZjnKIjdN7Xd/1jVgF6qcuNpp4R59wuiXYU+6rOPB4uQJiocIalxv4OdzVV1J31AWYiruDTdLTDBFxRA0NEs76szc9Pji2AeS7jxDwQM6mXK9rvwx27PlNaAMsdE7FzovEgmt6H4EwP38wfC+AhM9O4oTsy1YxmUF1neh+bJRbAzIS9xJ+alGYagNdv2jAHd+d1TnA1+cqvrVGeieDOH87Jm/N2AeykIuJSJBxpkcJ0iL4+85nFjQVoY01HDzbIDKtYKm7xhtRZTLQQwbDtGqZB6yQAbsNs4WbP/YUwO4A7ZjGmZei6g2BhX89Zvs8LYaeQooevOqohU0gXBbFc88UKkf1zhhq6auuKbpDuvNHt8zYnCuFJsl50dZ3oj1QHJ/uXtv+iEF7xMKwhRcOybUgi/vq1TsEOTxVStzWGd6jhI53bPwCrAhu61xfCdBBMSDRTdNBfVsKaLuf7TC2ERU6SJkZDMc7OdFTIgyP5n/VZUAi7CA8ZOvUBNkm516T3HlhMs3RERmMpFwklaxK84MsYhCOZzdHhBNVvptPEznC66v9ydhbCqVgbXjO+vdwYVeN0CrphwOL8AYWwQU4WGJ2NKhpqNyTDyQo2/z+FcFJKHF9GozHLoGINq7vaRQMLYbXXoJwmxQ5eUST0gPsy40OXFMJ8QL7gWm5IUOwA2u/nfX8N316I7FPVA45HiRGaQ5Q1j1tw07ZCmEeRfHSLnmiD1A1O5d19y2AcIJo6IxgNOALFUz0J65Jfuf2XQpiT7LVk0W5l5WhPD27ahi7d7w7iSIDjWBXVMtQs6ySDPc7fsxinE0hzmYDZo/FqK9qqMfBSRsX9PQrhJfBZGsqmqbgMj0u1zPfWg2sKYQbvc1gftZagMlhJ8PbNsx4/Vgh7AyC2xupboq2xqI4WYlePjlM43AbiB04sFrniQWrzAGxo88ZsFUci+jXVBZnWwIZiWN/18rPtCmGNqvoQhHpk2fay8BTM48fP99PkNd2ittCWaftRSZYlD1+YgSvIagoiKC8VEjXIrA/8feHKQtRLKughhaOcrNo4y7Xt71qEorlWSW+WZTWUDnpzR+gHb5bHl0wshENymtoc1iXTjth04LA+re0S3PklDjVMNhQqvkRBiOu7DmQeQSSa7HUdxm6MxqjoQw0sS1/kHVkEy2wW+bnJUDwfhXcc7vGo940iWII2iXXA+vtquMVAd7TS3+BfhI/jHrPVMVtjDKul4CwXiasDThEKMrVzNBAbGIlEtD29bk1NLYI9tsi5rqw0Sm6cIuiPZZ9KM4tgiwu6pKua1az7WXga9maamZuLYC4bMziPyUuJQpo9YF/+lk63FcFex2MLmm42hFvDBHI+u+n+rj8XwQe8pSpN12OsooZjSCR3dbmr15NFsMuKgCCz8XDMRop1D7yUVtP3myJ4CRVERihsm3ROEYQvJ8GgQBF8yVusE2v47vcbCr77IVjqP16wvwiWgu5BHWZEi+EoOe+t4TcXDi6Ct5J0RW690aioZPWK4KOSd0tLi2C3F3c2qoT+FyLVvBO2dJheuhBnydpRRaHmtmTARyETmFj+VRGs9psqg+6LroA1yIKjpfGK6UXI6kw9qqp/R6Ma4uopsMJ/uMIoghnAezlKY6F4bBzgK+lrK58ugqdFw06UQrBczoBM2Dn47qGdi2Cnx2YdXQxFokFEvSPhz0G9b/kcdx5VB3GjFWlqCio4wEOdHx1dUAQbHJ/MoYZEkHNraKjXpIy6/cciWCPFPXSITlk9AuTAx+XPjfkIt8HL6JYe/tPSVMFBYXu9S+973y2CF2wR7Z2NZC9i6/jJ44MOjyvGkbj1SWCEdA0lzkRTsEj88dHfUE5cLtFY2rC4gI6u7npxw2P1RVTv0QFWN2M/B9EO3gbbOv0yQSqCrfGmVkjkKJHBux+x/enHy/GTlq1LaPMQGziU6vRKr66Pv14Er2iCfN0IGR6PgCszAV5Ojs95rgj5OyfwlKvIUOZWLlzMkeaiNlwUf/ldCTRoiqevP4rKvTiQvGB9ESxmmIhEFZKocDn6y3dua160ogjeYXjTvP5DU1zWZAsd+sYum5n7imFFquyhdhm6opg6OoFDHU57vyiGiTyVB4ZEaSwGbf/z4keBP4pRvl3K/aZ7qUTBvr0lU9LHFsNewU2ym8O/N8U8roIv2ZDyZMaIYljEuYg1rIiomwqLrm5berDdmWJYzEVE6thtsYquEf4e0L9j22L0xV5dkKlyFHmpB2B3uzd6VhfDi16e6ps6SMoQaOfB1t4de79dDFt5y8BnlNmJbvQxWOy9NOAu/KSLQ0MwxNtNtghTYT734ICdNG6qR+lSwD3QceeKlAMDHyyGpXFK18AZRW2DQc/9VdlrA6fgdHiq+6JGY1FZooucNypuLvi4GI7hHxecUCzWKklxFLZz3deU4+QP+2Ni1I42U2lLC6V9ufejqr3FxC8TdU+IYHJofTalMrWPFcNCryZEKbwV2TuPhvpSztra74phnUcyLIux4hFZZlHTdvUovO0tfIzuE5GJGECjouHCnu384e047pVABw6GoelUwWQA/F/1e3c8WQwnZTZI97cs3YkgXd7S8c17VhejrULoLMV+CykUKp8G740w7r2zGPaxvOM1W34Nqd1ML10pDbn5ke7FsDG1KcMOokg4UtCLs1jIZT9yshgBFJ1sJFYwUZ71RP5/J67DlwgsgszI9agiMx6U2CWe7yfaxehGFRN5AJ3Ps15c7w3tp036rBhW8wYFyCidAiJa5PGI2T6Y/CW6H02lrFg65PcA6s65Xm9PGViMFsT1IVh1LYOasE2HRcKy56pwL4FqytBtDdWbewJ2pQ1fisK2NDWOtNo0vQwltmbDxQJp6fViuMgHQnIsrkRuGDLt/I72Hk9SCSwhToSMDlVZYxAsnB7yrXdmCWwSzCQtiO5Cp5OFO2B3103+GSWwjdN+Vx1C08DYqDuHe2Wn/VICz9HmhjXOtUJNYYQtp4qXtJ1QAqc0Jk43MIqC3yWSmjGkfSGy/SSGsVUE07qCwjYJ1vmqO+4ugXW8wyixVgZtkkwnUFvb39xjbAlsZfQU269KBmvKgNjnYM6DPW6UwEF8gUgXPCF0kDANdqQ83Le4BKb7qasRJRU4FjV7P1gQ6oePD/pCcTdDjoQbrkTDqIBH284cuKUEXkxNl9MsJRaK/H1NI8eY9F5eRQkuLGuZ8bikuTqaz3thXdt3SjUcN1iWi0RZ8Vo2FYc+MWzj0FklcMLHsqxguP/9tj4WRy91pMuWobgmL8e8qlZ/LWog5xNQXQ/l3Dfi6xLYnax74owRjrVGkUZPhBVJW27aWAIrUKL0f3poMRTUvLHTC7evx8dIdBlH8eAOizzKwatpO++6swQWJCoP4sZRTAmMhe3pfz7QsQS2BxQ7hlqvGDpylinwvMczfnQJPJ/J2Gwij5/syVOwNdXzeHYJWgjdcmUbHSmdnBXD0f6zJq4rgaOW6NAVd4tGMWe94ZW89U+llaA7khD8RHUiQjqu99tdHnxqWwlMo8RTavXruKwA+fBm0eIpT5fAWY9rhP8y/2qIykgDZ8EyYd2UxhKYw4lU8kZw6cKJzmbSvpn+F87SJ/INgkDhyLiXZbCn/9vPfI7jbv+/bG9jSr3lSA4dfTyfcv+c/BJYxlFLeZ0AqOUgzd+Vx84bUIJA2286ptwUVQwk2E/C+qSM554ooauwJI+bBCJLHQJS4PwwdnG7EjiPLso11Wik4Uokhsr9gjiWnVsKc9hEeI3tkulEf3mi73/840rhBOfhqZ9gS8uNaATF55ucLzN+KoXnuSRvlEoyU6cPHPfhns9nuqWwjvOwvGZrWlxXyZOsTlrV9lgpjZs6wVvEUh1UwP8MaG0/vBT2gmYZBhuNK0jXcE0OtV3YeVkpvMSnmww1DRBApXySdyvHd3mpFF7LlFhHCYf/VlS0gyNRTv7Trb4UVgrojxQBWWCTROFixwd26b6lFNYiZxISHXxj6C+fxjX5T6/HSuEFpC8UIkh/mWio3+70ae6pUvTcHkAVNhTZRKA9BrZnmPnX8LH/ii51byArjkZpKuxpM7LwZRygKtlym4AKrCobCKDO5XQqGlMK5zjFYuPX4xFoNRQUzU0dPi1eWAprTIuhiD03Uc2tArZ3q6pYhQN0wp44JUDZdE1WDXv6zaosLYXViKh01rJ0U3SScCTfFfyr+ttS2N/Cxqj2ja3LSKWnoSBvHP59KRpELuDj/TgX6q4xA45kjrtpQSnMTkoKM4LmsaOqq6Ib3dr+u1sfKYXJAsdeCTCC26yoKjrpc3deuq0TjtsjUgRK5JPfQ4lD9G/H7ho9uRS+0XnVYq9+FzVuDNHQrL+QnD36B1xBlhFUTkW6zOp0zvZKj+o7X0f0gmuqtzbeQN9l2bjF+zovvE/HWcZ96BTSZInTWzlESud6fDR2Yyksut7eCXAtTtikZsIzYCm/bzw+XoqmS7cZ958IsElwslvFhAGlMFNPklOQAbHUxwCN6ZF2N0+8Qtvg5WxwZSdm4ppMgm1p7036uRQmOei5DRCS/F5kqlPhJd/sKW1RYgVDN6k0FrUyQMv2WpfbpvcrhV2eFE/Tdb/H/jnNR/c77/f68Bm5FNa3CVPqpBbRpSiHmG1Du0ELH8XpIING8G2ApSfKD79R/vPCj0rhpNkKAf1qqMXg1SjMgRf5mYtzcJaQ6LtMcTmIkcegFndffLQUFqM9MnTlajQRHTQJXvJ3X7q1FJ4jgG1TfLmBnncGXGgfhJQyeBb1z2eqEgUqMUhSd7W5Jpwqg4clx/KLtpi4SyUCPGyc50oZnLSTdNaIx0K/q60xVKn3e7X1XS6D1Yrpikgd0IQhlJiKtOg5/89laAcTPpSiE1iqFHdiwM5OHnosoHuVOJalyNJJ8FkftcvyMnjR43eoFI6uUTT5E/Byar+s82XwcvtkRhCM64iVbLoEfWPI6R4dy2B/EvUZiKlGvFWKwUzYHMgauKKMAr2pWppLt2oubsPezpdyLuJLkqkupv53SIsqJN/rPDtze5TBugijOMF4REP6ycKjSNwnF6WWwSoLOW3EyyKCtylI653evYp/wJcgkIuxLa0RNAYuUsODvaCsfRnsZFkKZavXpWAghpp2Mec/ZRvLYKvCKi5V5NIVXMN8ODAwUratDA7QjYqsSbottcRQwTb6j5R9VQYvqFTCwKYiP0iDHoItmSMr55TBFsQ+vOJQ8F+Cu77eZUbdhDJ4ibVdW0OpVw3Li8zr7DC9bnYZnBF4mYkEW4MRhSdXt77j/+qMMqo/yFKKgHylIS6jCTvc+5WRI9GmUu3FWKtuMZ5UUpLN/oyR35fBfJ43tQivJXk4NB0z4WyHdTcPLIMFogv8P00nEnEcH3faM3pUGQKPepbVZDEWttpQTuoXw4bfmVkGFxAeKnbc9bB0o/sk7MpYdO88lBOWQzlLBA1bDIyG0z1vuvdoGexwOcuNG2HNjMuUgPFeTtq9ShlsF7mYpoR5WQODR3a0wv/ouMFlsAJ3N+4oKm6xQOx/T/tdD5Fru9IWgnwMRQgVEXnD/soFj+HkdzsipU3GkXm4RMg2tEl/IhlH4uoi6g1FparUifO9yg4zrpfBewKyIvuH61LcsIgDnuh0Yq5bBie8rIv40boRCSKAegZezzi2KLcM1liW16MbjKMyRhzd/8kOkxfhuJe7Imimz1ZUFghUvuxvu/gtXFjO41BamJ/VBRK281nPLUFNe17kqfO8ZbdSW55S+KioD5wqR9RlpxoCJ8nNqh6DebBK+NHnlsM8hqObxH9aGKOtWurtkFxXDktdhTJvqAsbErKnYH/bHqnzy2Gd7WHYdEuy+WCi6MG+PhMy9pXDPq/gNQ01rF1uDKko3zvafdR+TDkKm+g1eTGqxhVTRGhxPPXTjsfw3V6RS44lxfQmydeMNGhz2tyOdjlsplhSzaTodMsHt8OFbq90OlAOy3l0gNTCiaEL7W5woeK1zrnlcJjxImgzVUelfugj4ewgN+uWcjiKJlQzgrqiE4boC+cGV2UtxAGKftFhDfPHeoPV0NVd6ndT1/JyJE04PeXTpjBuD3VkeL/27V5PlMP7tld3RF1tjEQgliCS6X2qy2GhwVM7HIp/Rss2HPZ0Hdl/RTns8XpdXZKDAAajQQkcyvUNGIWfNM2YpctKzHB4Bp6FrUn/yV5XTne61OHDpqhuQCXZnVE8JKcclpEppT4h5Evwk990l4e8XI7uXwREM7ppm6iuFXByYF0+yvNJx22NR/6IGZaGhrorXBr5ShGHYm76JCv0dYOiqH4RDceX5UNKJuDOe69mBv6wlT8DjtmEI/kwa3PluHKEzn463jBZVkd+ORnW+9sM24GfZLM4r64ZyR3/Sx2i4NLou2q85XAJBMuR5Ruh6yCJMBveaVt468hyeDY1IgT6Ms06RD0q3AprM++4axnOMskfcDldiel0ivAMvJr+xF1nylHTLGqQ521KoyOEifBau4/vwS3eYXlU11A8ukSHME/C0iT23r7lsISnGCrqDkltpO+Bbe1XPj6gHG1Vk43aweHMhQDcAu/13/LE7eWwn0mSKOKVdSORKNqqk72fndQRl+rXjtAS4SWkvzKVOd3Vb+SU/uWw3dVbUeFNtFZoHp+FHYG2S6eVw3yGYZMZk3FVgyHPvT1zz9IXy+Flm27wqG4LmMmIe7+89TjbpQK+9PGUDNnU3CSF6qEfnC89wDVUwFqtK/CIFLmYgh7mPlieetx/sgKWOg6nKCGFRz6WCT3grapDSTUV8IZg/BDyRyJosppjaE9e7TQ7o74CNosWa3pNWeFw82E+qkFu5j0VsNgVeQ8VPWToAnIKfD/wQtdXK5CTWDzrMKqsSpoFtXCq59relRVwSjBisoDmFIERQaLdGYf7pVTAbp4yy2Ngc+S/H4f3epX0G1wBq5LR0Vs+N4JMsAkK4EhOryHRCtibbCZZluLUa15PFE3BppQZpQ9UwBLRQkTqMR2DjUXQ6R7IvGfo5xWwjSplWpaJjvGKjAu7wTuqpmsFvJSUFAeV/ge1lxwJr3SZfvPiCniFUSMxKR7TkQqICEQutT19a7gC7aBgs3ynBgrIdlFQdwY8t/XETzKMQxk5VLuMYoYP9Uq7fSCud3dLdL0Nf8gtUeTz82AF/+2dIypwxSQhoHMykhiGgMhrHWaN6VUBGzyaxZlhLRqWdbpD39/m0Xs/wcmTHiiyK3q8vlTE369k/HTvRxXwnIjmUVYYM2ILjbiwuzorY6dUwDrRK6BKypIpc5QJerTvwHH/roD9vOEgH+NNQbc0dHW7A0fGNeJ6W15vi2YzVlTC9e4O39++44FOFfA9dcpq/CUcjFGh7zGwKuOnB3JwJCgmDOJMFJdEdfZvb8p64NYKOPyXI/q0xmhEMZCVPAWrvKcf+Jx+zYCi2A5aTrQQc+BY2/89MqAC6TIV4zLRQtoGedft7X55rBWxvGmqLJVZiHJeG3+9N/n0JFyqJR2SbXCo5mE0+R9jemyqpwL2WCByWiSMrCSgI788PmTi9PMVcNzHUJkAJRajGuOjYVvnT6Z/gDsPjNdO5CLRsdfj8EqbM3Md3OI0tLygheNKNAYJkLNyXrcKWE/EHL/pUDEM3LRNvmvz+qF8UzwplXygN8Eg+KTo7UU/VMAFSYnHqSpRJOrRUXdO5W3nvqqE1QGB0RwjbCFH1xAPHuv7bloZPs5AwM9T0iiF/o1DYeuRua8StqsiarBiszbVoX0WVgtyhwGVsJhsFJL5JB79Cz5+q219h6ZKWMmylHdK9SWRYyBxb3u164RKWJKW+pfsT1dMJS6IuGnHei3sOhO/7GG0q3F0Dxq1Yy6E13Pf6KpVwlEzNWoGNFUVdJNF4n54UKj3zZWwuSEgeyyZagqjm50LL4m1fYxKREocxyuUZ4r0Eh360bbr+mVUwr6kFldDh6HoBnqIKbCjTXbeaJylKQj8P4GwZhSZ7vmOoYL3K2GnA17HjUshhZJmC+CTyrri7Ep4R/cKzUH/z5oatjyICk73lcoqKuE0Y7KcirMJS7qG2/AS/0XlpkpUIR/PWwxr4gJwCLj+PaLj8Acq4d+ah3f1SIsU5Q3StGPJ39Zur0SwwFDhEkQLhqajpp3reeeoDyrhlKbZpmQSsrAo3PdI19tvy6+EA6zi0RBnqnrckBEVHEl/9h7cy2Uay/MUMsW4qJf94PWiU2MzK+F1r2vEGryam0S1abPhQu+d429UwgVfuq62hL1xndrSj0Cp4h6bg+8228UZyYXoL+EYVVw7nf3m0/fg7gREx/XaTX9cbYka6GCOtb/69JcoEOCIbDiGQihYLDyHtsqZ3rMSVnHUt8ulQzzdRl98MNM3a1olbPO6ji5SpULLZpExnuy+ex6u4B41JSDrTQ1RRdGoYv2p8rJFMZy8qBu2qyqqRp5kDBzs3HZJCb5E06wU0M366J849FHwQ0HZ0puQyCQ38Y4elzUHokm4xVuSzi19FuWE12xVQbDKUl/xAFy4SWRGDYWznMmBaak3fmxt9eK4V3KT+FuHwjKeFVyqfZuo1Pw47EobJf48FDZTHziHsXSJgitHw5k+h715Q+EM640igflbjqiSjrDlRO7yzPuGwmtoHRgLDSGgD0NGuN//e+b5obASFIuO1RPH6DidfZ12ZN02FPYxDNPCCtdZly7lnoTzXbJ69xmK5FoQlHhMDpliJAap8MN9XQcsGgqfmoJjmlLLf8JNIRkxxEb/nYPLhsIGVxZZkqAEtXsSXs18I+/DobAVLQRjx0FGJ82jB3y3fUPh8zhLBKwGRXNR0DABqNQTxa8OpTA3h8U/gf5c13HTPsrKLZkxFKYHbMtKNNmBRIjRR30eLF0/FLbYTLLmGpR3HdERQF2tfbJ8E07e6/GwitJyram1lUVWdzzj/spKHCACe5EIkq7bOi7s2Y79h1XjJ9tdTXGaGeefzlj5cLDf1BGvDIWD9Z1ivBMLhlK0eCqu95HeP9VZ+MkA+ylVIkHmFGVxOtv9f926byis4ZG+JPk8HrTelHN9bkjjbdGhcA50atwlx/WIFKZQy+p5o98cCu9Y7p82UAUvqusyD97r8H934uQ3poh+oSXuV2OKS8RmR5uce88MhW08Y3GKY4FOx1j3wYGOhffRwpoWy8iGoiKbN3Ek68RxY7mhsE7tgpbOivpMN5aB9mRL20fHFgyF54WABxSvoIaQyuCmHUye9jDK4EE/uHYkXh9vYQMMQv49XfuNXzAUdotOXHdc6ibEUhfbS2XtH+06FC7ZggTulaBgyGir5sPR9Lsf3TEUlosi9Uy0EYgZGhrqfw3oNOGJobDTFFjFcpquO55kForQFPz61N6h8Drr8mosikiOYrRnw7n2wcn46y0aWkUD6M7BoQy/j7NfnfrOUOSAUc36xWvo0SR0U7Nga/KoZ1/EyXuRW1uuZFHlEVyT3R1umfs1SqzNq2i4KeLDodpYr+ckLcweCocNW9McRw97vLyNlu1y4V9L0obCqWRRYC023hJDWIi+4Vzv9KVF+Jj5PdkFo7FFVUWS2L1J2+HRKlhIQcAO/H+l6afB0cyz7J9VsCuZ8bOMpkbCipmKMvhu2Qr+ZBW8K8poeUNGMKTpKgyDL0u3ioeq4K3rnXXFjvwdthWDiOT3/fI8f1TBRj7FgSBlgvIunRKd7f5x6tAqeNW20KfplnI52pKFC/Pd/XzbMVXwHXpusJXgu1eaUUnmw3pxT/s5VbDe1OjuDhKNZXAb1rb5s3tGFayyTMXU6fKaEugmwcH0UPe2VXCQixqcRn00WYFDDHEwEOm5rwpeBC8r8hYlYaIePweftmvt+UEVvOBJMWWTU2kBaL0/HewMmVsFp9NN3Mu/QlQLwY+w/Hh2S979VXCcp9gozYjeUDPjKN/bfM8XjKhCcs1R2xfTpOYLsAReFvaXbq6ClQ7YdMhtUy17hC2v9r63/JkqOOB4Fc0gAG7YtA0H0wYO/QZnmWgYLHhYxmrpgn7+ix4ba16sgpdZkfHG/LqkapIMD8G+jj1HTKmCPajrhmUKrmFbIqTBV6NfrMUV/Mrjs814XG353/VQFNnov0a9U/duFXzgc5JcM9L8zt9NMQEx24dVf938WBWcB44LeYNf1ktxjfqnHR1045Z2VXBU8bKMwdimHNLjaGNPpE4djeu9ghoHIPihDiJ0vPxa53+P3lsFx5IAFN1RZBnpDTwBe9utumNVFeyVkaaAgVwAKQ9kwbnS3+6aXgXnUHdMTTGj4foog0u13XPm7uYq2ED7gmbKTATMzYNLnT6+ZweKjyeFYS3pmiEHgywCkb1JTWNb8d0M+rmWeCyYATERpeq9ATPHFVfBO16ETz9d5kRHN+hW/HiXneNHVcE+AxlNxPXEbCKwC+Fwm5sf4VHsWZbCghmL4SQBXcaZnoFHP6yCM+CzYmacDUf1dAM5ybaMfhOOV8FaFnygWTZyJiaAL3nZc3YiCts6zrUiHtPmGZ6juPV3BgQmzq6CncC7tkHN35CV4Xq/W/bbxMOoO3GI++K2Hm8y3BRUkqOdvnwSd34La7vsL5k37HBDkIPB8EbhU1OcKnjDC0y0NWJb19VkCRbAJ1nWTJzOZldHkkWlWOVUCS3y7yPLZt1RBfst1mtxVHZaj4fRSx3JbJp3sAqO+DOabqBMRSzN4eE2ONyrcH43VEBR9oCgx1tam1Cq7oZz3WILi0nY3IQLdUwF9W0uvJqyclEvnHyKKktSTHaQ1/Fo2bb7xyxWqmArixzaqje6O9FwMtKJj9ud4T6phj2sX5EM3TIU09MA/eHT4r7ep6vhDZeLgyH8+vONFlWD4fBeXr+k+fiYY+n6Ln45/EdUhtvhy/49Ur6phpd9nlaGtxRD9qrk6val9M3cUg376IYX6RECTktFy3a6+/b271bDaTmANM+KRSJ0CT4MzmV/0OmHaljUKd1pQj6q3ojaUfTFpzIPd5tcDftBZ9BFK4qM6Afy4J2S1u4HquEtOxWg9e8rDch3ZBiPu3OqZ7waDgpeTuVibPyP32MSquuelN69nGrYhKJDWMNMFD9YAFs8n/QNV6PEMgbCSbRMxBKq4aNBT/f/E/9BCbb1LZeRpIYs1LQPKz7M610NH3ooTUD5b6zJRLg1A6HFewWV1bBVTff5fA2S325SqOjBmf4Di89Uw5nGFOEqE0EUT9dVt8HZHuNLPqyGs4KL7giXiudAwk07mHKx6mQ1Mt3L6SyFnCVuGsfCDwOv1G2uhkM6JUdQ/Q/qfjOd8Za9WLcB19sJMFeVkCgZjYKByv3rEH6UVA3nBKSXsUYwuSD48SWvZj14M27aq6LZ6o9HDV2zRAX9zr96/Xx7ZjX8y0ON4NhIa71+LQjl8Fnh7DEF1bCOpcRgmzqOo1lfCLt9Tfe+UA3rKc4OXauKwNpCi/xqqm9cVTXSHp6nsoQmlbKBPnCp+uzD+6vhkheiUpL2V1NrS1BFs/5ux6njG6thB/oox1AM19XaNaKf/7j3O4/hAD/2OpzNarFfrzSHbLgDLgzY93haNbyOU/cqfOOv9VFZxy3+teDvifjrXS7PM3Sb5NLJ2XxYI+ZPrK+GNehA0luooTzL0lHq74M6P3W+Gl4JgMo7rVbLV0ZDGMX+YLJnclcciephDZvYP53DoDtqt2rqChQfVXMtj2K16qqswFLY6e88DfdyNQuCaLBIpF2doq6bSv6ceawayQfL8aZsfPV7sEnFyV8oPDnzQ1pvkWEN3Wht+rshDo/B6c5H50TxsZIiu64SDoclTUXu+mb/FfP/Vw1vWqxia9FmxVRlE23sL12Di+6uhmUOn4gIQEuL6GwhfNDhhSUog2tVCrFNAFb823I42+ZN5s9hsNL1oeQIjJnItFwB28Vj7PRhlGuIzDWBRHAvh8HF3DfFbcPgCPVAcglqauhGX4C1XGnSV8PgJQptdDiKkmRkpPmHOozp+NYwOORwJjX2kRhHUmEqfNQllPX1MDgvCGGtVdZYgQpyPQtbfTnd/x4GG72OzBlITGzKLJ8JpzJO9Tk5DHbRylHIC+cyKjwPh5Jv6l83DNZzQqJ8RyILAbf4fNf8AWXDYKcraH7LkVpaoxJFi+/vKA/qMQzWiiholqiZiZKcpfD7iK2F+cPgLU4XLE3747IcQzq0AL7O2l44EteE5SlnD3eYMUOorjvbLC66OAy2a4yFhNGhE2C6gznRQyg5PwyOB3wuLzOqQmclOMtjmVzp7GGw16b6KcgnqJwSwvL3Co9U7hgG7+EfFy3dlAH/RufIpbGas8PgDZ/jmhx6jGAUknEk2/1zan/FT3IiUkaGNxN5pothHV9cG8PpsP9UU2ITXno6HEt5sy5vGBzTvY7GUN8EWY0njvMfqHsVXyIYlB7JJvgBrqCcfW3UI7hpQdFOXChZTqKI+MXcQbfg4zdFhH1IsqLN10JxSIfPR6ff8sow+Iyqzdjx1m+uyHEJPclrXU+NWT0MXksGK8WO1scSydWzkZ2+NuavYeRgqNYTMC4d/s+FPzptvPd/w0iLqa+xqpmxpig6rzd6DXpgM64gJyWnulosEo9oAu78ex22jxeHwUwbKaQA1PqTI3L9Q6X4xN5h8B87RYnLrdeCURUdzAo4ntp1ooYSy/G8x2tyFq0X7vzHfXpNUobBaQFAarnutEi6RhmV57oOmrwIl0rUbFZujkeEOJLYSvi8tMus5GHwOWuzTjT4R7QVNxT38mK7xQtRIC6yrh0PSopOkcSITI92/HChMwyOykbcsS3UyoDjQ0FeJ85ZPHoYrKN9QVlgqCE39IKPb6rlPx0OH3MG1fkK/9IUU+ige3/aId/04bDfVbw658Zbr1Bl2eVoNdul3zscNnIenspjMZRBBzfBlzmdM9cNhy9Tmi0lFpcCbNQJoUC80eZQ58XDcb3BbyGwpLb0FFj/etZn/c8NRxzFRIzWFuMGtXnD3Xm/w5VBw4bDTibRH0cPxjVvHN99sc/j2fNRACyetVTEMpLqCGhPNvIncrOH03QSISYuawq0lycyN1RcHw6vejlB9HO8IreoFlLDc+XxqkPDYW3Q04G3bDYcNOMtuCa7UpxqYTi8QgX8WMEyEzXAcsG9/bVaZjicT0GmGNOUeIjxO7AMJ3+stmg47BIoJZNNNHqmHlCXhtwxZtlwuORyhqXpSkNj/KqF9vtMZs8Hjg+HHVSp2DLlphYVmcAsuN7/tocPDIfNrGMLFlI6unhGYTvX8YeHm4bDOddUPNc8pk59W5AXv9Ov7dONwxFUml5b/RZ0x3TIMb7a6el5P+FIQBASFQgSN3uI1rs3zT+F00lWLZMB3bSjKOUPwKlu6nMjh8Mp1W9KnqhpRoKoJFNhd7q2cPZwZKMEENGuB8OcgQxll2/1otzhsIL3dHH9tsVrXJhylz8qOLgIX/K+0yIgWJBD8aipUDmATmMXnRwOx2wOyaimqnorBKAKTvUDvk0NnJJwa2TXUf505V9xYb8vaPLMq4H3UCKDvBqVfojFo4h6T/UakZJbA68hCXIQ5GmtRqKn3Pcj+qfFa+B7h1O0SCgSrqeeWU/Dh92mtF2F784i43A11hLVNBsNxw6xqp2vBjbxnIzQkSo2IUp7Eo63fbHjrBo4bmvgWnKrZFk+F1bBhxk3d1pRAy/jAvlNRWF1242jO3o1OZQ1rQYOaklmkPdEdYqVx53/oduxnl/WwEbbRifs2olie/ASnEt6uM+lGtjG6I6ByIIyzll83DRg94DjNbDFTDUE1zYtVUmUCP5vyc+DrBrYzrdP9ahmXGI1xofbcDTzs9yvauAQ+yfiKcNgWdnHoY09lNI238bHuLEKsmszyilJ0AMuVI4vqa6hEz8mxdGUyz/9HWrBAW4S7yqRaPIU2s8kajXbdKySdb30sxr03BqjOIleoYmRnOy3rmInrnfAZSRbiTfKFCRUDmcHNlT8Xw2cZXklxYr8fb01JhnoRg8kPT6Ur0GxDzsphpQaTIJWK3FFXVqLAzxipupxOdJktegILR6Bt3vMrbutBt6WolosZsjIutGbPA2vZQZG4u68hpiZKqvQyRklEn8z9OKowzXwDVoXb6yVrjl4So/5bEDu6D41cN4rOJbSej10LSrR+feJ1B1jOtTACa/H5wqqpv+lRumW9uuusTFXauBAIJVhVC2uaCqSpsWwx9t6j1wDe3yuyBqeFFamwPo74PPcH8Y+XgMXUiOsnuFI1xpCcpysfbcbYyfWwBumrv/KIhGVqT3dctgqFD/cswY24w5Qt1pIZFrcAUd6nB//cA0cFqlDp2NqJiWTDoafbpbG76qBn1iOiyvhSNQjhT0IWD/utWj8H/hJr0dmBN2KNFOwxWr4MPPopC9qYC16Ycbq7KOLSh0ehdNdY08tr4GjfrQNdvh6U0jWCFpsEuZPfh1lkPHRZRfabgvoXupo2y+niThLhXGpJS0icHx3CbxVmDttUw28BVQVy5SlP8It1BXk+9oZs+tq4JLWRmkvN0Ykw5KpRsln1b/Oa6iBf4usqzbHFVaOQhwF+VTy4vldamBlisA5Bs+zjo56WQa/jKpdklmD7igJebGmqKGQrsBEeCfrED9+BBzuGow5ltr8T5nqUXC2302e+0fA2VSbscMRzeY49N8rYYcwrGPdCNjgt1MEwU3yhy0hFe33gbSkjr+PoDNq1Y4xcdukFpZr4JD3YM+r+GsmkW7tJA5vEYIe79Kx/zsj4FVXC4AWkzyUrAlPwem2jYP+HgHbHVXkkLyhbnsoYfHzIczgqSPgUkBHxYurMUtRdVgEP/YqLmocAWstjjV1VXANTVZRYg+lDSudMAIOkjExEzVU4U80629lVJVzI2A+ok+GALvNIud+DnYkfVOVh59kfdTKjIr72CJkw88jI9WTR8DPLB9up7f++XOTgYyxAr6v6jjspxHwfbMgGLEwNSQ0dPKuXqb2E3wJJ7AaMgdbtHWK5b+Y23xTcARc9AkO8Lp0+Vo4Fqdo2qw5t36A6+3zGW7oeki3VK4TOsbvu5+77c8R8LKFvzVwLI6KvGElHE+efvsvI2Arz3OiwFMHNodC6M526nTnuBGIOLwow2qw1TT0OC7V272a73l4BLydmiRYEbbekP4bNxHkvNP/i3vW4Ugg2TCDl2+0qhFHR5ex37fsvh0jYL/HUdCdWQSt6C76k+xdY3GWb2e0eFrNaDyM7EHApXovc9X9+MkjGmdFectlZT2WgeJzskPVw7+NgJM6E2B1XQrim3y4lxey1o+PjIALlh7/zke9OOnO6y4cyZuPfj2CTltkzlSp55pJlcjP9Vwy+ZkRcE7UrLBPkhpcWVHRQlwe8PnU8hGwqY1Cx9y6E5dVBnf+1aSGGXNHwC6/3D7CxC3NIvxdDMdzvp+1CGWQWtggbpT/TvfodGuY2XPW4hFwSOksXA9IguYorIkjudB10lxckwusaRqSahjo0jl890dtT85HOdkSYNCDigzyFI0Cvb/qVrEQRfN1ghu6K4e/lQwqsvzF8PGLfxwBX/AehN9q6y8/N+F6vwi7PTOWbMaX2JngFy1QUckt3PnX+16l/kanOepzjGOMMqiAdzDM8FHCPbXwLqerriNpEtWiQ4k9mb7P+0AtHHZibMAxqGSIaSIq+Kz/Yr+nFj5T/VoTCHbsRouiIIY4kLzWn14L+1jX1WNSk+0TgYqoaOP4ZPz1H64HqcF/f70WDekq2pNvR8xMx8ffehusvwK+plb0MnzCau7KcGthq9/mPLZr8lTfH2HLme4lnf6shTO4GlEkHobLcNQm5pPCbQNW1MInniTVlC09EovgAB+HMx3/HDixFo5rnX7zcGaUMVXbxC2+2PPSwIW1sCfD0xbhYDxsJIUboQ7+lVs28N+1cIIXFA9LkYkRxcRP/p1fnj22Fl4TDdXf4ppRywAB7clB34/VT9bCpkTPDmKedK1yL7zRZcjwrbXoBLwsD8Fo2LZ8Dq7gN1nlI87WIsLw6g4FlkcdXkbY8q/etbUbauEjUwI9FJQE2ZPcBonN0cwvRt5fCwe84Vhbi4vGZSrFVwtn+3x8B+7OKctrsLqhhG78HZIRiJzwfnPnR7Ww1hHSeLRHzT4HgSyy0Y4b7jpeixYBsbtqK6pyPVlELf5f92/v8dfCBg+1GnHdRFAljISPC1ffd6YWPqYqQKashpol9MWd4fObcsYuxi32Ox6LNa/8fLVRkhFanM14YOwRfHeSgirfYIOJUAImwIH05Q++gQubCFh0HeTtsoMDDPc9+FC0Fjm3w3D4esPWkbgvgE86u+PX40sokB8o7dpBrzQKPihwHhlVC++7gtDEI3u9gZwJMcTxwPgne9TCLi9rG1LcZGwLBXkNfN0uddJ/a2GnpQF1t2USrfJug/O9rjy9qBbOi66EXkSLXY6ZMYTOr2dEJt9RC6/zmqrbhmIylNl1H6rUK1Nn1MJXfLKL/4fRwq2sgv7y6y49ph1CJbE4vZnjJCo2RMliF3rseAaX6ryb1gRR2Q1aukznmkdSd83uWQtH0lTG23Ljf2HdYyYDApPym2f/VAufKhwbuYymWpdtHddkv+f5OatRSUQOTSxVy9bR6M2C+t5vPtuxFvarabrmkeJtLEUn8fm6x7pn99TCMZ+AHiaTymtYOg7wRNL4ecdIYnk7PdTGiLcGTQtp0PG2aQveRLHnXEVB4+0m0bXDAvis4+AlKbWwiJzO/99XDbKg4QFZuF4HDYwtuPWNV/4XV5UYasOnedO8X+A/2Air1HdQW6/JdgeYAmc6XfQtrIOjrl9ldDFkxyTXRHVt7NXFP6kOdgUYN9bsUl04i7KRfy5rSFpSB58wIFh2PFofCqoNxOrSlyV762A/Y4lBRbUaJTWuoG+40G9Wyst1cIHhHFeTfwtKputFqfpXr0+zdqF6+gUe9VeLh2VFQ2hxyLepG1cHh0RHpE4k4AEuhrTzYrsd/fvXwQY6CaM0ToqKQNP7caeS/PF1sBdNCTF0G/gUFsn1qZTc/CN1sMVv+fgwQ5sgG7g7lzKv5v+rDg7qNsNTVC516YSH4KOBGSPm1sFH+nUIeVg5GKVDgcVwMW3mqDl1cPH3FF+yRp2uKBP0PjQz3Ub3rIPznIKq0IrzpDoqU+GtduNGz6yDt+yIBQ7SnURNmKVoT36+swI/2V7w8npDSIqrQgoO8NN27BhfHRz2OqzhsIlGnHTH+HvBg2Mm1MHvhv0rK9kGsF5Ggzvhg+wjd+PevZ4sQ1wLuVYiJHcV/veMu1Nw8ghYU1WmWytqpoou+oOeC+7OwnFbyWjo4hHgBVSfani7YM3dMg6Q1SxWBzoVQIzcH/Q7p9+DO/9/FJsgRWN/1NfHY7gNH7Tdft+oOtjEcTzV37Nsw9RgBlzsWjxuKr5bsSxe0HXXjKCGPonic/ahbrjzfEBotNB+IzPWkYG/5n3wUU8d7OTo0Idl6diGQnUu9tMeRxk81yhltJPCAVXSdQ2F7XzynqkX6mCF7XVEpLOW7nWodc7bOX/MuVoHb6NhU1tCviAyNR0dzGeVXebfXgefGRJwdjwshXE46Ea/6XHpOQmXyhBFR/ixORrX7TjSoF+67V4wtA62WW3b6n8KjN1K1ZdGwr+L2iy+XAcfGkmgyhEpHg/Gg7g7+8Uod2MkqqvgcHaiRwVivCX/j6SrDNOrSLrVV14dn4krcRcSQhIi6EgmmcjE3Y2QsEASgoVdlhUWlmX5cMgiixOChAQCxIgQd5vIuL163eWrnv01z3PnPv327a4+dU53dRX8N/PP0WuF8F+HsZxKhWghHRXjy/Am807GuEJ4zWMZWpnUJzS94xi4dHdDxteFcJw1sn02cT2u03j0LVDX88fMdoXwEegsA75omgwCx6Pwaa6VqeNP+p5uKC7qRh+JX3fkg89k/aUQzjGE5tOLJGv16gTC4xcZL7VSC+GLMMo39HUoQdBf/gN25XzZYUAhcuSQpYuoZxUHncDL8Db7ly7NhfB2S6ke0nKNChA49rV9ssfxQnhLRepNCK3L59Hgyc8L3upfVgif031OwfZV3UE3VQoHh84YeLYQvo+4SccxDSXG6XTSvopkDTUKYRvvccgpXZpRmQZm7u70zIjqQvgaiOlKaVqXj/dxLitHbh+5pxD2BRnL9g1TbzCRhbWGm9NeGfMJDpWfuhqOs7QaMPZ7LuzrOWTso4XwTcspt2PrFYLm4lx+k3+z8FwhfJZjuaJLK4IIJII/+WnukJK6QvgUX+ZNnmi2YtO64hfuHVSCH3+BCXrEsYxKve5SCu3707BUWlMIb/quz0YCCEwWwyIo7bitrux37DdnBj0rE0y6sQT/xBFcO/kBOsUt57M+oARkEb93tjoz+fVC+JgoJmfRnOXA8DiXx7oMnj2rEN5VDD+JIOBZiDJQBmdGj5+Lbe/PI44j3PAsuj2IUvzw7Vnz30FTZJFoNlgoYDiG7n9/mfPNArEQ9Q2vhGh2Mo+e4T4LH0Rh4YOF8EGG5tBABHxdp1I8OWDyEny8rUOGzaSMtK/RiyOz4dJwbRWO4LEww2iKlgjSerXwEvyQNWp1qBD+6dmIpDxlC4QqgVOtv1/3OdpgMELvMPhIqB1Cb0C13fJQ70LYTjdF6bUWqvigGNfliIdwir9pj3SANRVLotmDl+PMf/HI6kL4JOfHEb4WNuKqIQkoaffmv7wxXEhPVYAmG/Bo3D0ackXnaRtx5j/XfIaP+kS1NZRYD8Lx7u7GD9HYomYQ0iRdXSmoNL/PuZF7N6/Dz0EmzfCCbZgi2sk/YU/G8090LKSpvijjoG3jkv0DfJN7+pk22MGoyetaQ9y1dIVBT7K3yxW2sQj2uI7omrZsZtHUxotgf59M7s4i2B/VpThja0I6btK9gsZe/cMbi+DbYJAuHae6UU5pOFQVXUZHjhbB57TUYUveTYK86gX4LFyRkVsEH5GIYbhUb9PcPxvhu7zRGTuK4DuzVQAh2anTalHsvQg7s2JZu4tQSIKJzgjVBx9gcUn9mv95F70IWRjbSnU1JWZqiNcr4ecunbqkiuDnrKyEnPQtD7m8jV95ocexHqex36wVlsSGKldgNZEiRJDtmyyCL0yWcx1XtDyCLmM9fNd6XL8ZRfCpxCkBHkyfl4M0j3bF3aR/vAgqRC8om0racuWghm1f6xIZNKAIdl5rz9zsCL4hGi5NRfpr34WDPiiCX4nsSZ6q6og1NrwKHwceHLy8CN5zOZr0n6F3hnzoAbE5kbtwYGv9kJGMJROykFJonvjf7rj/ru+RFoaMqK0rsXR9WqE4+GPBzbuZIviYcw0UtSEnHnQKkH8f6Hv1bhyqt7IyLD6aSPspNeUiUB9oN/f+LkXwWTSLBukoEhoipVsXu+Xd7xXBJ3y2hKjkUzfvwb/gHW5qaasieIPjGGgpQUtTCj0N3+SIE2cXwTfgyYYTyiAM6nroD/FZ705aUgQ1wZDviseuNTVbXhxV3W999Ml/K6LcB1UR76QkQdJhDQnf+e2saUWwjwpF19CrKqpj9F704V4n5qD5HOY82VHSWoSl1bwegVOdusy1iuBrC0mMg9zKZzwKpsfbPrGALYK3SSDAsyaSLa/lXvT+buUL3sNJS7TyojKnKQEdfdrf4dPou4twTD5iDI+mwGTC0SC9Ener+PCKSUVwC4WNn25O3EopoCK1+H3QprUPFsFPdkDUHJNmc3eofX+e9acNE9GQWeQUAcnVWwpGlsGJniv+0KEITjg0dsSzzlYmBB09yS85kUdwdl71/TAEaNwRMPTO9detP37kTBE6Nz7gAQK7SqtxzYKf+5x87GG0WC7gmrjSpLP1qoOM48IDL298qgjOMiErSCrYOveiEEOSc7S/+8SLRXDUM129IUmQLqCwHQP7Rxx9ogLtm9abqHV13XYRqBfBwU7bn3aK4CBj+bZao98SwykHbXB7ZBr8tRiB2mfpVTsaAU05cnP358NniuHzAFE5w7MSqttyqnJ2YN9I+2LYTiArmHaUJonFdYmNDtkRsYphl91SXqGlVjYHS+Bqv1Gd3y6G05wXUFW5sVrWZAs9yeUuJ7o+XwzvR31H09UELnCi48zv6vTEbSY2EmJR7HimKdFY4lfhy9CsHrFieMdqYZMGwyGMozTckTe6h1+Mc+kHiI1s2Ed7oec7I4TBfDH8zvq2q2tptUEVOVgNB7vl3r6lGH7AmcGZVFVRNQR0R3s7hm/Hr9zjmhrdmaKxKnS3/MK4e0aNKoadmT7LBXQ1frlZUJHNVPTcfFfnYjhg+jfSXMSW41quDv+Gz4PaXRKOIAMtCeGBJkFDY9uZOWHMk9hv9H88TXtEI49hM+xs/cm44mJ4z1HaggVeU1xyJBp2NcIser0YTgSC6FsuBQTBtAX0O1c6F5ZEiuEDjqGphsBtKVZRDJfH1Uw8WwxHM8O+Y0nVQk1acGEhVAxqLnu1GL4KgqWBi76eD+k4aT/23FimFsO3afROnp9K6j6hLvo97uHJvxfDuxbNhEe1PD3ImwgND0Smdi2GW54jCkbc4gyaMuzv8HVW7+mLaNvEpze/bZ/YNE/O5Tsvz/wVO+R7jIqDaKoQ1tHp7stZO7tjMexguWbOtNFp2i05j37v+8LcF4vhiOqFNUQDWZfQQ74Eh/LfWJBZDJ9xQQ4tX9EMC9fJH+C3bhuWhNFtsj7yASptvJYN450D3luyDt9281xbQwRiNMNHhX7y3rNL5xbDySAOk5tSm51EgNa0uD7ih2W3iuG6GnE1M60mTI8oOJefZX+48gg2gt4ILcWwGyWZXnu40XfClgeLYa/HhUxZv1mbNBAMXoQvw8u2/AmHKqi1Smkeg/3Afi+BXbcNg/IS+JyXTA7okTE93FoKV3rNhFgJXMmJhm1PMwWRlhB7Ava3ZQO/lMBnwUTA8BVkKIxCEQKtLPJ2CXwUjeY023EXNR+izyzY1yud8XUJfKo6YjSEeswJ4Ag+BZXdB2d+UwL/VQM2DX2vvJpMU1Wn9X8l668lsDOOuoGz3ZTmMDFYBgduO5STxMcOsVTGN5SkAFG02C+DVkG7EnpwBsCGUObSC6J/hW8z17caXgLfhoOmZUlVKU0uiMFzsKfgg1ZHS+BLXBqoXX2e+18c3g9t/ta+ogR+AIRF2yJ03576y1867+qYUQJ7vDCLvs6WZQO5xSg4PaZbpzdK4LQXCIKekCWL4YPYwdN9Xun6bAl8X6CzkpUyRcXyWdgEu1ud6HasBHZ7psGgTQmaigM8Gw72z+z5YAn86gU4WvzDarlD9gL8mHOgz9gS+K6dkGd4aVV1HMVGWE9OPt83twSSEHRkU0rHkgITxI//IjSg7xqcNIK9ppkG6d4PdIarJbX99pXA1Qwv4Hp64khjVlYGLpIzrV4cMAonLYqrOOC4kh2T6FHBjaHjB1wtgR1BiHi+1qS2HB3+CXZkHBm4At/OYFBZmy37q7RYyPGRzw+6swSFDRtyE4maJkG3GVw7V+96YkgPHG/NDUfcXVHekCQDTfOnvMFDcC5/ApScNi1Q5vgMAt6lfleHiCVwgBdrbRq1BypPcNJquy4f3hV74gRZHde9Ysro2BfDid6xO7GDBzJ0TxfiHOMEQiw6r0Ntfxs5GMebxk8jPrj00AEt9tqQ4KhKfBvsANDY2KZYo4oDezRv7piH0NhyWMvSpLSimJaBi7u+x6fjg2hVNB8MOJbL+4j2K2Bv58T4wyWwXQtZSIUJ1Twm4vfu6O67F5TAOwUp0mTzNJ+rTyvTnBj6yz3dS+CE59o6qKokAU7xi/BRuO99Fq4GRCN0857EsxxNs9R8x56SB0rgVE6IR3+r1lQ3JV1cDd8U/Ll8Wwl8jfKXs4irBXIzG9Exnux/ufynEjjph33fvZ5sUFSDBvZc6/vn2ePQqlRk8LmerJik5fjkVrsPFr5cAh+HgmxWyEjXqFaHEILSJ+E/LNmDH+87gtMS+42WiYxjZ263pZ+XoFwOeRY9qiSuYcArcDTb2VBcAq9E8tCR2w0NKU3w0R2dHTvs4YISOMvezM2I6SlZ8QJ0Z/jbgpEPnyqBD3k2mH+N3oKisSN/hoNt2mwcirPDuz7KN12I6X4SRerOjMxNf0IoELJZ1ObNKeS4GrwGH3IHHt+OjdAMNPSs0qdZ6F6Gw/nz2eIJsNNnNZUmDXZd3UEcPD1wDfvoBDgd0ghvJzQx3STT9KxH+2/PXzgBfsYlzYuMEnNZg2bjvN59b8GuCXDA0ATON2l6TJaFjig717XbPwFuskzANNVkxZV6MY6oua8j22HWBNjHE9YljNZ0MympsBX2tx7Rf+wE2EUPmFCMqrIclxFPdmTXDf12AuwAhdb6cxiWir2pcGjo9yO34NsZWlC0Fd9OugrdQjjR7tlRX+Db6BnA8BImam8PuWbN9Emjh0yAGwQ5i9lwrEnRRBfegm9Dy0ffnABv2VyAtQnP8PTuxB9JdHTdmNET4AMr5POM7aQU06X7EEdy7eK/T4CvAmDaxGRotUYf5sG5IbNK+k2Ac7yhmKYr4CcZHo73rS7lk36dAP8NMECvQ3iGglP9HOxttXna8gnwE4pnibct23QspeXAb1O5iG3rVSq6fuRElmvi44vt7ek4VB8EMgJevulaifpm6gTOtOk2e9gE+JQNe6BxGg3F5uB1OJpjzi6fAG9kIHg7NrE9T2VhFRzsfnph/wnwqxs8rrg6IrLhUoTY2/m3xaexJ0DsTE6TpIYaT0HT/DK0dQl+5Zd2xGZdk8ay+/TY/rssYdm9OLA8QleSXteXOHpl6NaE19Y8hFMc4D02LafrajSQ0AavtT/0SEdsJMLYhmsatm15HOLJ9ozWm16aAF+gCdOcFCxBWEF43N910+N3TYD9cb26IMR7aYVFOfEmfBMe9OSmCfAu2gNLj3GADdDiWjdGfEdeKIVTwQCOkakLqbpGeqS0p+1iNrcU9jiOa1HgsfUsDt6Ak61eZXeVwn85VBlgenpLuv6/wpl2XwReLYVDKKnBtVU5icIJl9QPeY8G3yuFHyzkVYk0g+S7Zcu9tt+o3HGl6LnpzS1XoZchOFyXdd0DrfaUwq483WfVYHN9kybYsAZ+6vRq602l8BOnaQ4RBE9wwjnoG7ZHv23zx1L4mATA02hCPZx9/JxTIz5pe6YU0UfTnWqU6ehhGHz7eGut3bFSeAf4UCBg27rhaj6az495IzuWlsJOjgacEwtBE7nbOrjWs2u3gaXwpRtkbDnNeiY9C1wFNUN7du+PHTQ4dFtgSbVOIIA+7YfI9r5zS+HffvNgN2CYjhdA1/4E1Peb2ndzKRxmowyNqYwlZIMmDInPSPdbUAr1xOEtwxCqbnFQg42kuo/u93MpfGRCy61j33X8ABK/C+1jw/9UCl8wLD2aUBpVDiXLQ4QbVXbXAZydC10yXTVgNDcbzU00crT3xLH4OQdEYjAMdV/EocQvMeyN+1ScYiIwYsiidSBwvLfAT63q7p+APykzCl2DwNDJfAJ+6xItXoSN0JhrXfdoMm4dPcm51psnjCmFr7K8UEtGXIcmEi2FfUMPTThaCr9KHCcbdNMvRqIwGhrHd5jYqRTecnqFE5aspJSUkESYOXVnRVl+KZxwfWSxJnJ4uZWA5rMzb/h0uxS+DfBIrHBly7TW0GNwpnP+jN6l8DUJZLusqtamab26OXC8Hz9rSikcRx7s6HGxQcY/lMpFtsxph0Nle6lMz1ZpOo4YCklh7HNzpuI0QGtD88Vkgwy8gXbwKbtpXhINgmdoJh+npX44jvcP+cz8bWixPOvgtJtERYcH0+DasMwF6VK4FrBdVxFuNCcp4C2Gq32DS0kp/G4EvJRl6pZVT2g8xMU205bjNLzGEpdpSSBHNxmfgooubVd8iT3h3LRreTbvsrhct8LxjmUP9cCfBN6+mWEKMUssCCLR3tf3yUe/LYW9LA05NnXFMHgeIay+x+2PnsKhaooC6ghkf6gnkCwcbpW9ORuHikGDd2RR9zXi4aTtzJj8TBe0bxJs0j2aSDsAtPJSfdGK0IMT4RRw+AyMm7diuog/eW5QPPL6RDihGbwYJaJWQdMVPQrX+3wWfWUi/MbFYhHGTQtxAVcaapTxh3OiE+EW0Lu0wpXGmCMqSLfOj34uR8I/ttjOjkWFE3WaqUEbSC7YU3DfROSDBMWEfvDarZimw/OwJ/ep1mcnwlecxdAwed3XEWsegZ3tHm+7dSLsxBHydceUE8m4AffBhTs2diidCOc828QFYqvJRMqAPyJ1vtl9+UT41DdZ3rJRTlG/9CycvW3U4CPY74DF4yg5qmrb9Oy/7v6CUQOwkZbToMZks6xqLqL97vDuUfjxH0RpETf0XkAzFLyBSPfy6Hx8jGZCI/Q4Dzx65nWgTclo7MlOJcMC1lFEGTuEjy90HDvaws9p79T7YKRaSovh5xy/LTbmj8hEGYJLPq6ZNDEhKpijfZl7X5gIR8SUjIrGUNOK0IxAfbb1h/f+MBH+43C05hK91utRD7g38y/33zuRHjpzLXGqBi322A+qJ8UL/zQRqn0edYaWTFS7jghPwq3uawq3TYTDoYBiarVRyVIyGqEIakYrxYMmwjEkniyjHwnh2jTRfE53mFjyr4mwLy+e63h6dWUCBwsGQHXhY2X3Y9vo9NmAebOpkVblew0O5zRMjUxErAqxrIFGxSKpwSX1Le9MPTwRZwNYD0VhIoXwCy8Rdsis6acnwuecxwK9Loa6kUYHHbpt/PRbE2FvWJMUlNGy6/NxGAs3xn83t/1EuAHoGT2z5oauxx3E7x1ZHeYungjbPc8SqJsjPvrLZ2FP6+Hz75wIP6mCbdPcYrQYB7rRSw/UL1UnwgU/wwmYhny+yjBonb1TA6+s7TwRjnKWbEd1U0lT81lNIiP3r8uaCL+gJgzynliL7FZFz30s++116yfCK+0zHfUGhByZBlL9Ad3T5o1o5rvApeW5cGps1JcvwIkOlZsKJ8L+EEiE8RRBMyWarCEx8+IzaD6JDNbkHLOuKnbZTiNCHCx465mBE+Egz4UF17RVeg4MD8GF3o9Ar0lwgXiMreiyoJupPPytQ4NGwLuT4FCIsdHTq/FbDYIO78IXbA37h0nIkTm6a88YhA1QP3+l7b8DFybBRz7nSz5LRHqpDdH+VJdNwSQ2IrJqpqdbmmZLNML40tBtmXdNgt9TWQk3GIzXp5EOwr9gZ9Zz2X+ZhGRYZix02vQhg/1Wutfn7J4E+xE20IMiMaBbkq/BufzB7fhJuIQCnIMELSZXK9no0E/2frOHMwl9MTF5RAezMa2iQUBF5+6DO06C7WzQYXEpGAw9s5oBNaN6DblnEpzyTSfgW9rNuIJ92QBHOh0dhm0f0bABi55CUay+Gy6OyRy+eBJcJJWxVACt2/Usq+UimnnH2/iVLmp2oPmiiEjrkDVMGTCidBI08IwSZI107Ob18HU0iDOD/zp2wiT4tH/Q/03MBK0xJdGb/Kdv+7bw35PgaDqT1r6yDNlo0JEMn2z/fXF6Er0VZnNpU09rDVoK7eS3vLqSkZPQZTApevuX060gIB+82fNMOQ7sTceRcJhsZBaoR9+DG60WzTgzCT4OhHwaSExvqbnI8HZnvzNvHY6gkZEImLRc9v/qvl29N2PRzUlwVafFa5VEc7OjpOH/CPT8fWlnfNuNSTT6G1ryOD4P+1o/vgw/50cmpIJrenQ90ODJmrF/XzUPJ83wbQY9KONLlo9TfL3T5jU9sN+oXHAR67ZKo86WQvPICevPToJzfoYhWpJYK/s5AnL77wOfPtxlEnyBog45GGFs5CgwCq7ev+mJOyfBJbQD29IlOZVAZHkODuW9vvWdSXDAigIbs21TklUPSc7VtjIsLYNv2WCQxwXsaaiBoQwO9RkVnVUGB0LgaJaCnk4MRnDNHyrYkXkd3+5HrDQ27kQkT0JffGPYP7Nyy+CGDz66Y6MxLqeT8D58zQ3KbSyDT1rC2P2WHKDUNL8Pb2nVCxvBfluaaSBL9ummwNk7t7SJlsEphkGmrVnxG40a3c4Xh25u+68y+FESctzYzTjSbIZ61+8zL3b8ogwpJ59GPuDQRNUEddqxvn7HD8qQ4ue4DU4SlwTX4osPFWR2FrERK6ATZMhcmLNo6u5feh7t1rEMlxTkua6lqwkVAvAAVI5e2X1qGVwMEkJsNa02plBlFMPp4Y/16lCGijEc9mVOEJHzB9E0D3Ru6B3AoeIaTJFmLaefinPZ2HXxsFgZygkzE8mcqYlawMbx/jW38q7Xy+BXL5i0PRltzUY/0w+UOdvGkDJoomlywLpQVynEDPgPbOcC4zLLkJZzFkdzaXr0Nv9CpFsT73fK4DjxddfVpLTKszTG72znzMKd+Djs865tus1VNWkFQelsXl7Zg2XwqevyrOUi//QsCXqDUHx32c9lcMWuVgVHc4xK2W2F7DF190NTqsvgXFSmxckdNek2OzgmV24fOxUfX0FgsCxNRZqMnvsN+DFycTp+zu6QK3s+sjwd1w9C2OkB/5xbUwZf21nt2DB/o65alOhG9+k2Ly3qUwa/m4JgMDrRCAnwNFg1//Ty28pgn0U0XfYdWWFsevwtTZFXnCsDiWWpgcfrJCUcQvS52q3Pmp/K4CofDuu3RAltk1HhbbjUavha/JyvuaDLm5ZrxDzdh/VwsPMLD79YBgelZpbGSxt0HHHSTvZcv/EfZfCbjaTFsA1DlpKA5GxXxrtP4ePvM1hfcGxf113GQSg4lL/taezgXhPtR2M8Sivpxe3znb6Es5PhK1HhMiMCAYtGpb4DV9o9k/foZNiOdoyqhMbwEHp18uqoox3w8TmOYTnPUaovJOMCVdEFRZ04fDvMsCwSIsvRWlKUXbn9tf5nJsMZjuONZlSBWpNDVfTe3MJBbSfDXvR8Ls1956FLwceHW18dOnQy/NjKDrm2IikNtCz9Grg10Bj6h8nwq5a08xiXSTfSJAKvwdGs8qF/mwxHpbBCk7PbTIjkoW841WXo7dmTEe19MWAnJCGmGDSt7NnhO2/vPhmZUtD1aYH4yzGdpqw902fhiBexg0mRyYja2k3VUBXUDQfb3jbixGQ4kJHmBXAMFYkBD2+T1n0fuQuH6lNkziHeBS2VtrJQk8TuaxozdTLEbIaY6WTj9RoR8WQ2XBoojJkwGc6z4CuaYqUkmoNqJiTubTf2ymSoCXr1viQqQp2iWfAB/BQaMq5iMnwQYm3JtUU2y+A4ZHjXe398T6vJ8E1mkGYJ1FTT8Wn20+PdteKB+DkKH7frEOllYIPopQ52uWtS3WQ4mMEopmOpksOSCFLQY9n/nmxMhmPRZsEnKZKBMxzGrzzU7qOplTgNHM1UhBKLjSkO/Anqepws/+Nk+JmNeOigdafldvQGqOjff6aHj4kjipzhxAFNFuZCxR375++cDFezLiYs3fKUtCE76AHPD9q42MFpQP6gGXJCln0uB5VXfZ8nln80GW5IbdMIPSSFUqUZne6N0WtXsPhYJD4yJeN4VVqkRzNHO49bcRk7yCP/RB7GBmio5YuwL8dfvXEy/JJqw0jENGi2dBP5SXOnKHv3FDgScBhc2HJzUEGZ/xocyC6NkCnwdTQnP0ZaXapjiBvCnlzsdjoyYgpclFgFNaOhqRpKw5cI10fKaJoC35h2vsV5uiBRKJgMZ4d1azN9CpxhPOJbtmRX1KboYUtN28fb7ZkCnzMsPcKx3HStkQ/z4GhPr/0n2BM7YoVN57zt0nRkr8Ev2Urn0BTY6eT6uhfS4z4hMoLpsdb9en4/BQWZ4zgtN6sDHL2Ef6l7ot/lKXCaIUrqku0kPQu//k6oKZzYf8AUuBW0Gc+wUlVSNZLKp+HH/M39f5wCPzD0sJm6TBKgUuVUp8cHLMS2tWDQj4hmXKER3e/A7shjgz6cAt+HcOAshjN4mzNQ5p8e0GnQzSmwzSYWm2f7dUqlYsCfyYD7Jw32p8Av9BqkZVlJVFg22smJtgOGvTwFftKjjud4XNLyQwba4LVubcf3nQL7zK5KQ8QxFVxAGmyGyr7JeztPgau+IeHrikd1DQyCygfm3XdkClTS+3Ceoasxk6VHYbV3bb0/fwrU0oNhSGnxGCUiL0BFp+Q0bgp8x+qq6Eg4zZpqoULfl5O1ch0+zgzKQZ8xdEUzdfzK7cENq/80Bb4CmowE20dC7CArqL13yZrx2BPDISyKIJNmqMPHN24vexB/siLA6r6QTmMvPRvXzqW8Fx5aNQUuhZHYOygpJMlV0KcdiXZ66BDOfITzWRobZYDpoROQelx6TJ4CvxEEGZOWKaQRoevhWPfWzJKpcAzQfjTEaUETDfQ7u0LDgt9MhV1Oga+4gJTVcmk6rkt9mrL+jG/LndOGoxHeB8dC5XWhyzf5P0yFs2HsNdTckrUU/p0JjXfNacUi1AaiCd1R5TTN24d4cixzbWt7KoqmXNV0W/IgMS70geTkZNuGqZBE5CVGjVjbQPeoP4a9oTUdf5oKOzjgsNOMb7CI3w/Djb4L+/xjKhz1eNlQTcQIbB19mjCyYoA4FYSQG9JNIxaXK0MWLsBkp4N3DJ8Ke3jLZWW0CEam5gP72vAjrkyFnyxAUHKJGEIlTt1op3+PenYqHOFpBWBLMdSgKuM0VI39x/3dp0IVy7C2qSuqZqIuXgrXhxQW1UyF6+iJJEdPpFTNp+L6UMHyotRUOIDdtTzWcug9WKpJeo0vu20qHMyM68Z1IHpL+vP3YH8WmfruVOSxPi5Y9FE2BGkk+vGOP8zcNRWO207aRTwR9f+VSa8a+59Z72NPiBfxnXRdZX1SpWkJrw/629yv8A8Juo6VTGmpxoQB/we1HRIL35wKh5Gpq74iOjaKGHS69d37r5w9FX4PkgACMkkouq7CSmgY8cK6Dth22OVsUFP1rl+XRnp7ov2hdZunwglcxCgBNTPu5EZhE5zrtfVpHO9z6GAQYh2amB/w40/nX2Y+mAZ7AckgQzRHIXoIv/Jk1rvR/06D3T6JyDgiCRroho9/CPTPfGEa/gnzPNgOo9M6lc/Bxc7LMhumwWneDYlCrAFlO3qC+XC+//lWn0yDcziNGbqoCwY+RyVwte3aNs9Pg1+zTR+/xFRQp9IqLOmxF9sFp0HaNRkrwd6UgmGw4CM4k3usy6JpSG/DgODqhNCPaPA3OJJ/qAc+/hlRqiVU1dfQZSyCE/2n9KifBjv9eBgachkzWSnSAJlkSZ9e06ZBY5C4vqml5FRaTqJuOJp1pO+MabCfcSyWhoW1pEafAIl7/jNw0zRIxORGi2FonLYfpHFhfVcP+m4aXMoF384AlrAmm4AvYBc3bDj2exePEjxisSkgLVkWj7TdMRw7eCjMoNLTxeYUDdVZAed67hmFj49FAk0EkSaV0kULtpHAbdExA/FzCAs0XBOll+HCf+H3jNDY6mnwJUNoBH0o6vKySHvSJ/+BJdPQRaf9LNOwE01qSsExudnpjcIP8THnR11LVdAPoIKZBpeHNhb/iLNDhEyZ0WVJRWhHx3ih29XJSexJHh8QAqrRLNMS1X8hXUa/POf6NDhBXNF2dCIlRMlBmPkt559zHbQTw6N3EGk8rqciKF3s4847jAaR6WQ7lqNruq6EENmOZuxcOmsa/nGsqIFCT3EIzQNVN/yN5cumwXWbbjGqslhXywZQc59sfXPtcByqoE1snZ6c0fO08VBzf/W6MdOgCnJ4VF6ScL4hpiOEHe1096ZL2HYk7FG+mpDNVk0IBefbL3u82zQ4j+MdiFkW+iSdxvU6fdo8kYezw3qSS2sPuUSRYRtUtoanJfwcmycIbKbUIKhhmAXN46ZujUyDm9nEEoSLrC6bKs29XD38y63fTIMLgP4dMaLOpbGLj4M+8DPycTk05jNArCYpLUgJDlXGL+EguVIOv/gKgqiJ69W1o9hBpfdMziuHMxnhANEr6wVB1DxEzVhrwheVww6DpXc1JNkRNAX9jtWpLNy7HN6hxQgILXfs6NT9n8/9LbdtOZxnvNwrXIdK26LhYh/B4Whz7pvlcNjNkXAWbJdeP0YwvdFuSLvHyuG3EMem6J1wmV7wXwjXB9/ovakcrrtIKhxLQ0GGpvk6NHRc1P8Svp10mQDnqbIcxXX5Osm4/ZfBZjl80s4xGPt/N/Np2ycK2g7ZUQ5HCa0uGYwT0XZZNIjk8PjweDlUBjORh6AnSYm3OCiEhvFP3lFZDvV81Agy/rWrt2KCjD95MOu5UevLYa+fn/AsFPo+LZw7A8T75o7bXQ4ikKCtVNU0xWg9gefhUue/3Rssh1NZuE4tK6XqdOcMP2dQ+3t7lMNF3/Qk39S1pJSiqZBqxk4qyiiHGk8jLmsz6AMsD94n0DO7eGY5/Aocl3QU3zDpdue7cKV1uPS5cvjetwxiOWiDFsrP92Bf5MGJk8phH6FXJww0q7jHI906kXt5Ko43YqytgWbTcu6UKV2+LTr9fDlc4CzJNtAJmA6hDr2huzRraTkczI8eyLYCRrNK7xp+CsejVYufx8cZYZBMg5bT83T4HHZzc5a8Uw67Hd5mHcKhZwOacLWpcPqyl8uhibVRNdjGpbPNSPmfhROd/rxqGPaEoUm6FKGeSNEgrIK6Lnmr0U7q0Dco6aYmU3OjGnLNE/mL19/Atz1PQ+cSlxyXj6Kx/ZYFGwagxWZ6bjzIaQg/NgP3wM1xGzfvLYcbeq4Btim5SNlketI0ePszT+LAssRD+qgkEimE3s8R6YYzY6fDTyav8o5lo7UhLXoWKnq8xRROh6tJ7Lela7LphGxcUql77ol8OB1dtGJZjJ+OV4m6jFhVMWpb7kRk/la40nB5JH0yMpeP4UfuzU7/mQ47EVs5ryW2w6P3BBKDFnXLxbcZVLm8YUmyLMqwFpqGvdsb276c2czSz0zIdEd6C1T1PdR3/XS4SU+pTASUBgkZ9StwOP+OftenwyEtmAjIiusbNMf9NjiRPXXQfdNxik0AxbaC6Sx0BFMgNmbCkGvTIcYpAcpizVo1TG8SXR18dPio6XCRy9RFkTWEDJrSZDzU3d1vxKPToY4em6UznRMVpizBE3Ct59RR+6bDNZqHS6LbFtUK4BQLk2vHvTEdBI44GXZV5ERVo2Sg+6/o/Pf7202HipBqWIZpyqrdsnlU0S4xaft02JOhuQHdNiSThmKuAH3s4BmTpoPOekTR5WuKCn4jTCHZI/8x83dshE82MqonNtnEdHFMqgdsmvVvfByg29ZGolIQ0c6fgqu95s+pmg5XPNZPGEpaFzyPQ7M/2XrIXGs6HBO9DJSvrmFTSrQMGoePnqdMh8aEk8WBmtblRlNAzlbV9cSiyHQ4nclYKghqCjmkgawgdc/RVeOnQ9wXZFWulS1d0gQoJ6QksbrrdEjjRzhmuk40zaAPj5LQXYM2Vk+HWxAAnVHllKCaSZSdJ9snt0yfDkcySMqgFToNdGo4O0LxZlg1AwQ7ZGtG8khMNSMmQkHDyD8EXpoBtUhLFFtVPGI7CYSwU3nXMtrOgFNR3nB0I+lpQcWDtwjT69WcIzNQMbKsoqhGUqaHZO/D9VY78m+bAafNcIHcEf8FrEZPyC51+b/Wj6PSUhXW8ySarlALIZ4oXZy2PbBtn2NQStIy8R4NIq+582r3h2ZAlevwriCJvktTMq+Da70O96qZAT/2vujnRACu0bvHqAFvDdkyIDgDbtFKGfi6lbZMDQf2XMfBQ+bPgLOuI3umZdA7WgAfwvWCdXfNxkbstP2//GmoKZD43eo7ZDJPG8nyfSUhXE6aXgznsr5j9oovZsDRsJcle42yICMrRI6cGJ214uYMiIctxUQKkVapnXwGl/M+XGXMgP0cx7O0KhShKW7eAu22AWvIDART0SIOvaBPtedS0MY98MiGGdDMEAM7ITWJzVoT4mBV9/hTk2fANavWchDaTNPxWMTv6tsfeXrYDKhg/JBra5ZwoQ458itwrs0L0GYmskcubtALtjoboUlRr/S+zI2eCeebgpqNtNIRDOzJB8iU/pD9w0w4QJA8YCfsljoVf4RLXTfn+TPhksabQcnSUwqtpDwPknd80rHfTEgGiScjUiNJ1nQa69wz3LV0JhxXRdmwPXpGzcXgUWgcsOG2z2fCV6j/PMIYBLWUB+NAn9SzW3Am6ELU1hxNT6iSYiKJP91mQE/sycm8gJVmJSQ6NG/5q5DoYvXKm4lIlmkYLuNqaTVAY0EvdPyxrzwTThlU4DuImzQu7AuozC8d8PxMHO+o0MzTGwW0ujQa8riXh4dnQk3YjiNRbJRSgichTfwtcv3OXfg2G+JsQ7c01bEjCL1XuxSMkWbC1RyJkZ2gTGs0+2ixdd3eLxRmQp2uBjRiKUJz0qHmcyprcelWbCSDAYWm8XPoTfytIPRNl17BDjIoOjQnrhk2fs7bcKvNF6v+D9+OBizfcoxkpSTRGNaafuShudhB32JFzyRW6mYiD5bD1T4HN0/EnkRDvGXoTrIpJWbDt3Ax8uzTf5mJLkPP9CjyOrSE+FOQ7B0iu2dBMsBYNXZMcE29NU2c5I1cENiBYxBWI7XUX1alUzJyzbN5m6I1s+AsFwLbU2lomW9Szd2uNP/uWXDJcR308ZpkplG4o/vvXd7JxbcZJD8Grm7J5214ERp7/9AjNAvqPM4ChG8TP5TWMo2P6TT4vlkQZ0xbF10rjehDa5/Eh+cOfm4WVFsZKq/JbjzhCQ7sgN+Ce4e9Pgt+RbB0HNUnrmeG0B3VDP7xfhH5iGokPNWyFaBlX1+Bm50fKnp0FlwmIY236wk01CO9/Q/Ut1tbcn0WnMlhHSvFS54FKg1wrBk5dfIT2EiU5U3NSTeFdJc6gVP5D03ZNgtOkUyb48y0otFjpT+SwLDmOdmzoJ7hfc1WxGSyMRZEOzmV9eXcML7NtXL8OAoelx77LCbB4vfndUfyy2Z7+qXMVCJG73OvgKbbxfmvzYLaqOt7lqDK9fGYBd9DdfbKRZ1moQb0TJdV6L4eWtVb0Nh24+pJs6AxgwkQjdduJIWkjo+TnY+tvTgLfksFWAh6tKSl7SNh1bot3HAMp4FWlPEkXZQIUr/tcDS6+lEcwaPEZy2NXnKnqPkvqGhvbBowCypoWW6i6pbD+wpOgzhk3hODZ4FIgihGSfP1hpiaRu/a0Df0JId2Qn0DMq10Iq0KLSP46pPnZsFpF2JZDWnbE9NKPnwFN3IivDMbfuUgQ6cFHCjbxtVwtaA0GJ4NxzgWKaUjVYuqRk+xrnVRQwNnwzVeC3i61tis8kwIXXRlezfzdXybCXrYaZQlmkUDwG702pa7dTbcsNIkLDKSYOq+CqPAnjap4M3ZtI4AYxpGOHmpicp80mHUS+1enA0XwhnBM1mGZeJU8vAJxNo/3Hn7bNgZ5LWWozfC8gzi94WCyq5LZsN5NHaZd2kNKBzKr1BYbu39I/YEu41My6NZeB00ZOH+xn6HZoPgKAGepjmvjOHamUuY8Uf6/3s2YUKy57rG9VQNrbn1N5B6qQOw37+zIRVY55TKKIaCGFvf7rkh/9fSNomogisn4zqlieLEptvrZoPIqV7Ia26sNxyHINe83rXbyE04VIQNEV9KGQYSJpyG+Mgjo0X847m6RAtm1TpcEHvS9oHYXdWzIclZAVdLNqKo1xjoRpi5NWN+wQ56LOP5QuJaVTodRz54Lde85w1s23DoRVrZFunZ0ToUH9MmbJkN103LN5K2i3PJBXClXSnYMLlmNrIZVNa6rXEOy1otgqyq/P3ZoLgmzRFk6nEpbaCCqR38w6wnZ8NFxjFydCspqRpS0G2gdg6vPD2brjSV1VKaabhIztaAOvrk6j/i2ybCPOMiz7YRqD+F8xlbVguz4YQT4RwDMcLSdBprUd1j/XoF9SQbQmyQ4opYL1CXUd3+sQ334eNEDnEQqIw0LeE7gBSsOv/IiNmkADjPsOrP3LimInt8Eur7nn4GZ74+AKBZutLcnMJ+vwYX2gYZZg6czHQsT1FQIJmE6kurx3fM5jlQkZQ8hvdcI41rG/4EDV2q+I1zoMH3JVbDJWjSfa8v4WxWdevxc+BLhmORVjm06LuHGrDt4EWtn58DPwdZWqTDa4n6gRfgWuesjq/OgbN+yFI9B38S5TsqgWPBhtu+mYOqjiYQ8V2X41jawUvtZvTeOgcusT6KGgu9SdJmkYJW9tk06C9zoNLgHFXwbFWXUWXshObcilGr56AHpOm8HQWNnGdxYC/njS5ePAcpvw6IpJrD0KPeP4M18OdJA+YgDbF90zFQuwq4AD+Hc5mhydwcOMcFjKBj2I6FqwWJX2P7A7NOzoFDCRX1v48rhcJMOSh3D5r/5hxQiGlzWlJQDVTH8BnpOvD2pQ/PgWtZHE/Ekx6uCKQtr0PVbT2W4cdfD+UgYKSkOjkp2fASKH13r1+Cn8OwJzIKqhlBVH0RV7HYcfr6nXPgNGfTEB7DStjBEPr5y3kznvzrHDjj8Z7mObZPt9nQkKWhJDB8LlTznmCKiISilaYHIkZJJHhzLihMKh4VRUVvbpJTaBDqiL92fmwuqDTqQztTFVfpadB/kQ/27I2NXJcIBFDvpJIJjcAHJH9A736VcxHwwpm26Xkt2fyQ4bnt/H435sKRIEdcVZeaatOqBauhYUT7AY/MhdqApYRcU22Ip2UXJoBc2u2O4FyI8QhIhtHcUJdASftPEhn64ThzLjR7IVbzVPVWvE5W4Wc4zu24t/dc2O8CS4jCEpS0Lswg/MT+Rfg5MZRKOAeWxPhsGj8nMbDNBHkuxIO0XqChVdckXQmdgNVx3Wz8Sauey9YTtqBpgkzFnj/2k0WfzgWaJtSUk7IkiwqL/PtS63GLu86F87YnSB4YvkfvqhSCNvnG4utzQePBch1VPl1XhRb7MAncd3h5aC4JhAzfTtY2mpKFq/h7VJAvrLPmwsFQBxCoBHbp9cSd4Lf+aOOLc+FkAJW44+umGBdpAEFlu26bWs+Fqzz4EYExYhoNc9sCyf4PPL4RxyQY8jlXvCQk0kjiP4G6/GtP7MC3ZdZURU6j10YIlJH8Keufnj8XxHTcjzuyqpuqR/m30b4INs6Dw6zGuIYvix7dI/sSLuSOjdrz4HiGQENGXTBpwMUr0NDxevaGeVATRNZo6kb9zbROaywoQ5pyes0DJalaKdvhEfEMDaGgpmfD4FHz4CauHIeWsEPhQHNjpQacuaPVPCTxsoNuxDEFy6B1ae27f777/XkUqPkU4rek0pTMb0Jdu7n3vDcPrsQjZpCrRwJJpcoWSA8dX1wyD86ciWR0CipirV2l8rCSRMYsmrBiHnhtJahKJyw1mbZoKqTabpHyvih7AlyIbiBgEzbBnnjDc6d/NQ8NIsR7MghKTGmOwVJCRo9a+vE8QtyQptnXMmK1yE9RX/r337/st3kgy56ChD0V91RRhLsJM2Phk1vnESYMQSKrlcdiKZTG8wjcfZEUzAeDiyR4FOexxmokZ+NI9+VjIvZ8kmXz6ZhVXycnbhh09zY2ol321fkQYznGMg6zji6jk/kEHczLOQfnwxUevbZFN8hohMIqMMe+2zs8H8yQE1R9WiTgsmDBTySz881+/5kP+/kg74cTJrEt1MWrwb7v6RH950M6EPQcU5Eq0xLDoi5uNW3xnSvnkxChCVfT0vFqOabRQ6J+Ex54dj7coHWALJWkbsZS9Hy+sYtb/OJ8aGQtVrMZLyWLOnpuQnqNn5iL0tsJqTpRcdUryCsRwjpkTbsyH6qMiCs4CII+g+TsK6jI31q+ez5UWBotMJlKVQUsAfaQ6G0zp389H/aB44ZYi/d9uhXzCOjD3pxdPJ8GP3no/9JNzQF0jNvA6fTgOhyq5gyenhypNc23NAXh0eptbayaD5cg4nCo2iurUggzP5OuPac8/eV8JH4ZvmF5KMjQ6mExmOPv2zoLRxBohWpJUJtE1YY5hC0s2vrSfMIGHB1VSVpU6a7FTqiL/h/3+wKo0zKJq3tcmFbvgpHgTuseeGoBrTETtC256caBRkFrmfl9XQ4vIGCEWSlgJpXGREUKIaztsNndXlkApxkuFPHcWIOa0AV0o8lWSwZfXgBJjw+DyEqCg/QU2XpTp+rhjy5AshCyaIVBNZUkEdgLl8ILRm9aAL/7YT7Ico7r0nT9D0F68B/HtV0AaXAkJPdyOhHDdfkq6X6nf/+SBXBdpzV2DU1HbKMHrFWt25U+twCucagmLMsRExqutD8TMvipZQcXQBNyJ4cFC2UqGlwZCRf/a03JAhLWLWJ4yHLqryAi7IeKcM66ggVwiKYL5WneUnq2+xxIfZIPSwtAUjRNcpw0aUkM+i9o7vLkYzsWQLMb0XXLNk2arIkSvw6dnxy+AG74PlI410D1i+tyLSF3XX3q3wsI4R0OhZSWaIz7PCwnofuusAcXosUCIrjcWJFM6Dr8i3B9MwrUhYSLZWTW8Y2xiBBXwyiabmQHe5xYiH8cNiYbBmpg9K4bwbrz2T5bFwK9a01z5MSaEWXxsTfk5wEPLoRqLxLWUOPfbJJEesdG7vnMoHULQQ4qrKaftsSA6wfR71yKzB21eiEcA40FJAw6UoMQvEyiQ74aM2QhXFE8LupwyeaUhF5qM2jDO97dYyFoxNZ9R0zh2KDhbSCBMcsegIVwocv1tvalpJKSaODrPyDVa+/0awshYfo+j5RN12nGh+mEL9qwOL4QF2Um0QVGMY2kmESHnhr28eqdCyHFANuk81WKYtU2wf0kZ/aYPxxYSHJoRgLbqL1an5SpGw0NvOvRqdg2zbGkabpBg+7QBhtbH9vyT+xJqLPP6BFLS8dtFV6GRPf7WXcR1IV4RzZpmhgORexnoHTgQ/mLoJbR0URoWAVt5DvSe8C2SP9FcPYyEjuWRqMhXURYV0ePzVu2CDkEIDKIclVC1A3YA5eD+3so+DbfUoOGQyLuBWA24e6b2/uzRYQLSwW2L9VeaaJ5oN4ikT5nb/9hEVRmah4NhxBlSyZoyLF2/7rj5iKoCvqWjp+CjaC57QG71fJRry2CM7T0PMpxlub3Rw1Y3erBB55aBNUhnTM0xHDbIhZyTW9o7uRvFoESseyIlWqs0d20Cz9BTcaIuX9ZBOd8L4Di0DYlBv3OahK55+WnJ9AOWsjIm5riGjYGz5PQiNue6bgIkOq6upqKJxTzKodYFe/I8vsXQ9xkLIgywUTK5CLwOcnr3S3w/GIwgvQaupGI1wiSiWSBHa1EaxZDMtciPpETyYR4S8F+e+3Lo9ZiuOZ4NF2BLjehUcECEpqwJ7vHYhIKIP8gSuxcA9JKpBbp1nVtXlgMV9vpQdFDTdtS/etnuJV5uO09i+Gm7VJ5rrvE9WMol5s7PNu++2JoRibt+o4qyo5Gsy95dz7W5TL2hIkkCa8ochMtAvEb3Aq/2vPTxXCMZyI0O7DboqK/gcac/PE5i6HS8Rk0iOZE2kI+uJyEH3h+Vu5iUMO0TIVYnVCMsI3yTRo8ezbBt4ORAMs06tXNkqjDJgJDvl7502ICEdfyVLTudKNswWaSf8d/1q5fDFaA4yXjXEIzaVWGd0mXIfse7rkYFTrHSC4rGqLAmLALtHabtixbDKczvDDPiZqSMJD4LsKV5m/522LCOqBbGtpfrAlh5gswu37z5LM4O8g4RFmnRSdRVvyZdBmzLWPbEkiFA7Q4l6nFdElD1lvXamVmhyWo322FkICiI3dEpws3ooNbz1wClziasxRFY8DjfHgR5B5Z3T9cArLFCPSijuKgl4C/E77f/KHdl2C/EQFtEz1MHMnCe5DstHf4gCWQBN316I0cxdGjiIOR8d1HHltCIkpDTpaFsuaGbVShO9LbDCr/wxKoYIFeKNVFC00QmanYI8g8tBTEMCerjq0bzTxyn0Mg5PPs3UsRrwNcRpgkbT8L1f9nILbZFuiJbzthH1dD0jANU8K1U5s9oXXGUrgGCZRNvoGLyrPpT7b7psPwpUBTn+Bn4sr2TAe+g3T++U4NSyEdFDgG/a3mqOgy5pPW9+zq+vxS0lpxWSXbTFdWS4qOvKpgwp2DriwlWT7PYMsNVypV0UaSE2/fd/BXS6HZ8rL95kBzrAlHBpaRrDHm0M74NniGwcjN6SYhbcEzhB1wdfTIpWCFNMZGKSpKgMC0B4xW/UvTS6EGRz+ASO+DjXO5ioRGvzf5L0tJKMRDUgO7ISZ7AE+TrLueXPr6UirieSSJUm1DPOHgeGfd98XKvviTIRJ0NSNeWdkomvA1yO2lR9suBZkE6piwpNtIJHxUjG6XNTldl0EjdysbuECqNqWpBjxI+Hu4Nk8vI7yYbcfk80jkDUNB+84fuaFbZBlYLMh+yG+sSajoi4/AreDhvoeXwdmuJj1WpkXibRd9Q844dlgFjgEjBxShQU40qLaAtNzv9sCIJctAYnIYhF0lWS8rDuwGMe/Xsd8tA9H14uCZCoJQkIftpOjuYffOWga1HpFYCNpJlPMyjmDkrh0Ldi8jASaaDLFyY3VN5woL5zKeX/3oqGUQR5sSDEdDWYPu6CXwe1/mJiwHnwnqKdJsGWKTTXWD1DERmr4cpBbGp2kuSkwPWUE8e2X2reVwM+wERMuyfBvQ76wgBYXmQH05KXADXtKWlPrGRpzLV0nbQQ/et3g56Fwy11fTtc12Ap3uEaiJ5CzvvxyqgXNzEjY9tXdQXJPwgH9s/BJhJTdsKgHxbHWaARow7fTd0DlrBTjW6Y5RP5ZCdWlRaWgXfH9HYAXYLqchf1JUyUNG/SRi7JaxxgpC97p8hbmUTshpCWGm2z38A9tWEJxI3tJwRV3UFAXWkbwHrhW/u4LeHXRyDedGPBlTDGQcrQdPX62tACUnaNknPdlV8DfhNdLhjqkP7VwBzQHdCNaBlJvUGi14C+zuLz42dgWYmS5RQHVVyTJV+IpwXZyn264gHAkaHqOidksnQnAYea3aaelKaGbbxsyAyKiuYNN7XmqPdbelVoJKaxJYjpq80YyouZu063yyx9qVcC4cZU2a94UGBsBjJHt8hztHriTZNMFpQ7LJbHH/r5DIoL2jS1EkMaj1VFVqvlGVNhCoWxXa07NWklbNDnclm21MNSUlCgVy67aLe60E2SFmAPWHhgzfwilO5ec+c3IlpIgTRW9h2C0lrT4nGZ3ehF9WQSwcpjmWDFoshJKc1qW/B0atIq0dFtlPOnmuIS7o8DoJ9pzafuMqEuR4hsQbTcGwfA5+BbngzV57VuFKcziaTtFgcyIOnAUp9Ml0sgpuUaLgs0TDn6ROoMeIwrX6KrgatliCy0eoCKHe2UgyRzQ/eHkVyQxawLCypacVVoFdpKDDwM2RVVBDk044uhFXJTuEmkPPe4dbsxoEITfgMOi7Y0HWgmdJYOCzAXY1CfAmql+9QZZjSQOeIJ2LDwbariadVTNP8JobJVEWVAS8rKI9XT9ZjcuVc1hPjTdVNwVknOJ+g4I91q4GDUmj6vkasnXThy8J2/1Aj0OrwWPo9S/Tk1JNrA8HCNMm3UNcDXo0s8kOyI5q0LOmQySjw3+HLFkNDehbtQBj2jTzFjyKq3hukb+ahMEPEk+L36hPoyfZR5hWqWnvr4ZExJVtWgCKlqdBcsZ2HTzr8GrC0qw/hnqruknURDiPs/X5gnOrUYpbHC144zE0Be83yE9+WZG3Go6pDmGiCRlFt2miE3DavPpY/9VgOIzDq2acVt5gKT/peim4Yg0YDL2AZsiGJCBN3Epyx2bnb19DoryDq96pqq6TBAPWkA5TV3behH/YDBqvubcqaRo6/JtkDX++17/WkGDAY9C9SPE6esh/nITyVvXy10ATa/mu7dr0Ij+BbSSjR93g19aQjAAlUJLbWN+ELnorKbhn3KiZa0gBjy14Wupmo65wyJT6LkxuXruG9GJCBipDOXFUREr0NGlz76rH31hD8u2wAZqTuBajgZnnIRU59szUNRCn9aJRkTo04zxaVedJ20nBWtLG1ZHymq7RmFTS8CLJH/FpvylrST4yITttpeOyj4t8DelaRgZUrSVdA67n6XrsinZepT/Zu7TgvgNrSStNBsjwSOJ6XJLhKmihDUufWAtNBULI9jX8zZbqX7guD6wJYduhkBo2yMWKJrqz8Cnp2HfZg5+sBRkVIF8VY4iJM4LI1np8mw2r1xLGDfuWLDcnNdUy4W0yZvyPj5asJcEwqMfTIDCE5vR6nrQfWxqZ/SBp77nZvnpJMqRKTUCLDXT8Lvv1BwkLJi2Sp6Zlmm32c8L2atX1bw+CYQVpTXBD1uxGB/Gk/e3lxSuxERZpti8LQrN4RUdY73vPokV3P0g6A686iihWWxKSysdJx/vefGbKg6QjsQhx1IR5oxE9939JTu+sIZ+sIyHbdi1DSoqqdlXCnxw97L7Cu9aB4nhMUDMN4WZMkbDfHe5e0zH9EMnN4R1FUtRkTVKRcUy6D32yR/uHSBslmqErqlfjsmiaW8iAslNDH32IdA8YvmPISdGMmRzKoPYj2/GF60kBzTClYDtiraHBb4Rt+0T07fWg2YaiGwailQEeHCSQn9MDH3shLmDi5OsujZu5TNic6sEfr4e0EaXFi2lYJnKfHSTQ+ZNR+9aTADo+3w9Kmk9PDXeR7v0OjXt0PTiBkEWAHgngD8AbpP/Y1yd9uJ7cxjgx1zEVXRJNeszWfcLmqT+uJ90RfVDupJrPpNI6/E7CbR8pf2Q9oiDIGRJB/uDh2/sJ2/H9WQPxcRQM18EO0pt8aGwjp/ALF6/H8Q6hbYrq6SuCHYOL4GZ3X/TkenDpRhjS27OsZ9loyJ1GL1//wXqUbfVJxc4jejwtWPAU6XKvxJANJJfhGN6WYsrN6w0SfEGy+20NGxtIlmOHfEX3FKM+rMBhkt8pa2TlBjA8WbCRZf6v9PkOMrD3R1smbyARR9APhUJEMtxUFhLt3oVP/X9H1xbaVBKG58/JaZo2tht7UbGtabXkYlTUWGVjWbxUUFdXVioiKuJDH3yKaZIqCr6KCIqKr4Lrwso+LLKKKGhFBAVpH1QWtbtSu2ptczn3c2ZOzsV/nMdhGJh/vvnm+2bg/5tmchB3g3hzmUp1Svdr5DH09F/tH85BYzjgCIbhYKREj/wNzfHh/is5CDdEbYMx05T4q8V7IJHZbDIHRMRJUKy7vCGf9A0og3/loK8JHIeaRuW1rOq4l43Llu4/h3O7JAi2PS/NteBOvYVI2/jI5Ryx/IgfNh1ZF1H6kmvQNZAtbMhBF2WzvlA3mYzAx+UsXr0yduwkdNb53xbiag5tPXJVpDN5aPwk6qoW5F6eIpezPQY2Wz4exdHonnWLycYUr1/8CFbEr7am8sQTmqkXpLKnWYrBaWZoyY7zeegRGgOOqxkT7yWN4X25cdvPB8fykGh1Caqt6c9fFXeeTEL74sni8zy084QZeo0wpuFevgOh5Y+xX/Pke0oPgfJ83uCRO5BOPluYGYV0k2KqQbNiUadVJhdgzc5L68ujsMoTg8R11FdfZ7gKg2Ti5d6fRkFoCDUwVOSmbIY8PPPJLRfDVgHJNGShKJiXal/Qp92HWHKo7XYBYrwaGrUUSeWyYBw6lr1e9bQAHZ7gVDWbcXx65CGk06nszQJEg+GqiIdeVynq2DfQ0Rnd8xuORo7xee5zW9dcxMng8L+pwSJkA0HTppNlzdLUWbwY04kzmaNFaMM1lm2dKnoNCfslrOs9suEGdv8gotszqOHzj7MX0N27d1+8CN2OXUfPFGb/V/H8XITdvxw++KAIK9mCejMKdWV6SjLIc5z7+qK7JehuogZwiyVpMkOuGtjclzxQgtA9oaGx2Q/UJR2l3D2IJe5soiWIhQ3RYarsmvyR8Rb8uHFqa7UEfaJAfLuuzP2jWhHsXj3w5MT2EvRERRZi+nRlRqIqxjsR/zD45ymI+4KHMKkiwhlFIGe2Lm/7/TRkzIDIHLv88VOFexJIrR0aWXsaUqjA+a+UptcCKsY7k/40tgu7Ayi+6hVHqVGrTv6DVNfogYmzOJrXEjZlwzAt+g3hcDcErbEBAA==")
                .toString();

        List<WeatherRecord> weatherRecords = new ArrayList<>();

        // Read and decompress data
        ByteBuffer byteBuffer;
        try {
            GZIPInputStream gzipInput = new GZIPInputStream(new ByteArrayInputStream(Base64.getDecoder().decode(in.getBytes(StandardCharsets.UTF_8))));
            byteBuffer = ByteBuffer.wrap(gzipInput.readAllBytes());
        } catch (IOException e) {
            throw new RuntimeException(e);
        }

        // Read data
        while (byteBuffer.hasRemaining()) {
            float minTemperature = (float) byteBuffer.getShort() / 10F;
            float maxTemperature = (float) byteBuffer.getShort() / 10F;
            float stdev = (float) byteBuffer.getShort() / 3000F;
            float temperatureHash = (float) ((int) byteBuffer.getShort() | (int) byteBuffer.get() << 15) / 10F;

            float[] measurements = new float[36];
            measurements[23] = (float) byteBuffer.getShort() / 10F;
            float lastTemperature = measurements[23];

            for (int i = 24; i < measurements.length; i++) {
                float temperatureDelta = (float) byteBuffer.get() / 10F;
                measurements[i] = (lastTemperature += temperatureDelta);
            }

            weatherRecords.add(new WeatherRecord(measurements, new WeatherStatistics(minTemperature, maxTemperature, stdev, temperatureHash)));
        }

        return weatherRecords.toArray(new WeatherRecord[0]);
    }

    private static Float[] generateForecast(WeatherRecord[] sampleRecords, WeatherRecord record) {
        Map<Float, WeatherRecord> weightedRecords = weighRecords(sampleRecords, record.statistics);

        BiFunction<Integer, Float, Float> predict = (hour, offset) -> {
            float temperature = offset;
            boolean uncertain = false;

            // Weighted average of suitable records
            for (Map.Entry<Float, WeatherRecord> entry : weightedRecords.entrySet()) {
                temperature += entry.getValue().measurements[hour] * entry.getKey();
            }

            // Estimate reliability by calculating (standard-ish) deviation.
            double deviationSquaredAbsolute = 0F;
            for (Map.Entry<Float, WeatherRecord> entry : weightedRecords.entrySet()) {
                deviationSquaredAbsolute += (double)entry.getKey() * Math.pow(entry.getValue().measurements[hour] - temperature, 2);
            }
            double deviation = Math.sqrt(deviationSquaredAbsolute / (double) weightedRecords.size());

            if (deviation > 0.3F) {
                uncertain = true;
            }

            return uncertain ? null : temperature;
        };

        Float[] forecast = new Float[12];

        Float initialPrediction = predict.apply(23, 0F);
        if (initialPrediction != null) {
            float offset = record.measurements[23] - initialPrediction;

            for (int hour = 24; hour < 36; hour++) {
                forecast[hour - 24] = predict.apply(hour, offset);
            }
        }

        return forecast;
    }

    /**
     * Weighs the given sample records in accordance with their suitability to forecast for a given target.
     * @return A sorted map with weight percentage as key and record as value. Pairs with suitability below a threshold will not appear.
     */
    private static Map<Float, WeatherRecord> weighRecords(WeatherRecord[] sampleRecords, WeatherStatistics target) {
        SortedMap<Float, WeatherRecord> suitabilityMap = new TreeMap<>(Comparator.reverseOrder());
        float totalSuitability = 0F;
        float totalWeight = 0F;
        double totalSuitabilitiesSquared = 0F;
        for (WeatherRecord sampleRecord : sampleRecords) {
            float unsuitability = sampleRecord.statistics.calculateUnsuitability(target);

            if (unsuitability < 6000F) {
                float suitability = 10000F / unsuitability;
                totalSuitability += suitability;
                totalSuitabilitiesSquared += Math.pow(suitability, 2);
                suitabilityMap.put(suitability, sampleRecord);
            }
        }

        Map<Float, WeatherRecord> weightMap = new LinkedHashMap<>();
        double multiplier = Math.abs(totalSuitability) / Math.sqrt(totalSuitabilitiesSquared);
        for (Map.Entry<Float, WeatherRecord> entry : suitabilityMap.entrySet()) {
            double linearWeight = (double)entry.getKey() / (double)totalSuitability;
            if (Double.isNaN(linearWeight)) continue;

            float scaledWeight = (float)Math.pow(linearWeight * multiplier, 2);
            totalWeight += scaledWeight;
            weightMap.put(scaledWeight, entry.getValue());
        }

        assert totalWeight >= 0.99F && totalWeight <= 0.99F;

        return weightMap;
    }

    public static class WeatherRecord {
        public float[] measurements;
        public WeatherStatistics statistics;

        public WeatherRecord(float[] measurements, WeatherStatistics statistics) {
            this.measurements = measurements;
            this.statistics = statistics;
        }

        public WeatherRecord(float[] measurements) {
            this(measurements, new WeatherStatistics(measurements));
        }

        /**
         * @return An array of floats (objects, may be null). Returns null if an element exceeds the bounds of normal temperatures.
         */
        public static float[] readMeasurementsFromString(String inputString) {
            String[] input = inputString.trim().split(" ");
            float[] parsed = new float[input.length];
            for (int i = 0; i < input.length; i++) {
                float value = Float.parseFloat(input[i]);
                if (value < -38F || value > 34F) {
                    return null;
                }
                parsed[i] = value;
            }
            return parsed;
        }
    }

    public static class WeatherStatistics {
        public float minTemperature;
        public float maxTemperature;
        public float stdev;
        public float temperatureHash;

        public WeatherStatistics(float minTemperature, float maxTemperature, float stdev, float temperatureHash) {
            this.minTemperature = minTemperature;
            this.maxTemperature = maxTemperature;
            this.stdev = stdev;
            this.temperatureHash = temperatureHash;
        }

        /***
         * Generates the stats for the first 24 measurements of the given array.
         */
        public WeatherStatistics(float[] measurements) {
            assert measurements.length >= 24;

            // Stats are calculated for the first 24 measurement values
            float[] beginning = Arrays.copyOf(measurements, 24);

            this.minTemperature = calculateMinTemperature(beginning);
            this.maxTemperature = calculateMaxTemperature(beginning);
            this.stdev = calculateStdev(beginning);
            this.temperatureHash = calculateTemperatureHash(beginning);
        }

        public float calculateUnsuitability(WeatherStatistics target) {
            return Math.abs(this.temperatureHash - target.temperatureHash) +
                    Math.abs(this.stdev - target.stdev) * 3000F +
                    Math.abs(this.minTemperature - target.minTemperature) * 400F +
                    Math.abs(this.maxTemperature - target.maxTemperature) * 400F;
        }

        private static float calculateMinTemperature(float[] measurements) {
            return calculateMinMaxTemperature(true, measurements);
        }

        private static float calculateMaxTemperature(float[] measurements) {
            return calculateMinMaxTemperature(false, measurements);
        }

        private static float calculateMinMaxTemperature(boolean min, float[] measurements) {
            float best = measurements[0];
            for (float measurement : measurements) {
                if (min ? measurement < best : measurement > best) {
                    best = measurement;
                }
            }
            return best;
        }

        private static float calculateAverage(float[] measurements) {
            float sum = 0F;
            for (float measurement : measurements) {
                sum += measurement;
            }
            return sum / measurements.length;
        }

        private static float calculateStdev(float[] measurements) {
            float average = calculateAverage(measurements);
            double stdev_squared = 0F;
            for (float measurement : measurements) {
                stdev_squared += Math.pow(measurement - average, 2) / (double)(measurements.length - 1);
            }
            return (float) Math.sqrt(stdev_squared);
        }

        private static float calculateTemperatureHash(float[] measurements) {
            float hash = 0F;
            for (int i = 0; i < measurements.length; i++) {
                hash += (float) (measurements[i] * Math.pow(i + 1, 2.2D));
            }
            return hash;
        }
    }
}

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
0.1344784 -0.023096256 -0.2256...
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
2.6044743 2.5579915 2.3236766 ...
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
? ? ? ? ? ? ? ? ? ? ? ?
? ? ? ? ? ? ? ? ? ? ? ?
? ? ? ? ? ? ? ? ? ? ? ?
3.9106834 3.831731

...
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
17.2 17.2 17.2 17.2 17.2 17.2 ...
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
? ? ? ? ? ? ? ? ? ? ? ?
-1.1388154 -1.2046549 -1.14328...
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
? ? ? ? ? ? ? ? ? ? ? ?
10.5 10.5 10.5 10.5 10.5 10.5 ...
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
-1.4927056 ? ? ? ? ? ? ? ? ? ?...
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
? ? ? ? ? ? ? ? ? ? ? ?
1.3153259 1.2399457 1.3126506 ...
Truncated