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generated_code_dnn_SigVsBkg_SF.h
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generated_code_dnn_SigVsBkg_SF.h
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// Select all (Ctrl+A), Copy (Ctrl+C), paste to an empty text file (Ctrl+V) and save that file as 'generated_code.h'
//
// Auto-generated header file. Assumes img to be a floating point array
// of 64 elements (corresponding to an 8x8 b&w image)
#include <math.h>
float norma_VBS;
inline float activation_VBS_0 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_1 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_2 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_3 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_4 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_5 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_6 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_7 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_8 (float x, float n)
{ return x > 0 ? x : 0;}
inline float activation_VBS_9 (float x, float n)
{ return exp(x)/n; }
float guess_VBS (const float *img, int flag)
{
// Declare the arrays in the stack
const float kernel_0[57][50] =
{{ -0.1007013544440, -0.0813497528434, 0.1886105239391, -0.1802499741316, -0.1449524611235, 0.2128925919533, -0.0036711953580, -0.1750373393297, -0.2017062604427, -0.1539116352797, -0.2175835669041, 0.1983530819416, -0.0328993126750, -0.0103832753375, 0.1977369040251, 0.1563653498888, 0.1148789077997, 0.2032458037138, -0.0850123241544, -0.1721636354923, 0.1044682934880, -0.0326264351606, 0.2759880721569, 0.2371090352535, 0.0013989922591, 0.0776130035520, 0.2611781358719, -0.0251378044486, 0.1034234389663, -0.0229142531753, 0.0388883501291, 0.0125587144867, 0.1608343124390, -0.0997949093580, 0.1084782406688, 0.0118132457137, -0.0473969727755, 0.0595524087548, 0.1505794525146, 0.2708088457584, 0.1412596404552, -0.2247448861599, 0.0974026694894, -0.1790645718575, 0.0915649607778, 0.1573743671179, -0.1110862642527, 0.1056064367294, -0.1280889809132, 0.0511779338121},
{ 0.1617312729359, 0.0792510509491, -0.1846457868814, -0.0227705091238, 0.2308817207813, 0.0691251903772, -0.0618789158762, 0.1275324821472, 0.0089994501323, -0.0581118427217, -0.0461100488901, 0.1269870549440, 0.2304751873016, 0.1589953750372, 0.0580111965537, -0.1329413354397, 0.0842694118619, -0.1699344515800, 0.0998993664980, -0.1783919483423, -0.1954167336226, -0.1072110831738, -0.0494787581265, 0.0333781018853, -0.1544299274683, -0.1095646917820, -0.1117280945182, 0.0776015296578, -0.2320126593113, 0.0112603027374, -0.1723893284798, 0.2344116270542, -0.0828105360270, 0.2081015557051, -0.1584035158157, 0.2191985100508, 0.0254322811961, 0.0207828097045, 0.1190095990896, -0.1631307005882, 0.0255118701607, 0.1353375464678, -0.1545585542917, 0.1930947005749, -0.1990979015827, -0.2299746572971, -0.0422768369317, -0.0862571075559, -0.1432748436928, 0.1801017820835},
{ 0.0454086326063, -0.0263295117766, 0.2816092669964, -0.0814422070980, 0.1538030952215, 0.0122023569420, -0.2248785048723, 0.1269256770611, 0.1685415357351, -0.1203619092703, -0.0405910760164, 0.1800392717123, -0.0828803107142, -0.0400587990880, 0.0083369929343, -0.2174467444420, 0.0503113232553, 0.1110731735826, 0.0318353176117, -0.2571097612381, 0.1174153909087, -0.0338577404618, -0.0331725552678, 0.1255224794149, 0.1486205756664, -0.1443757116795, -0.0387382395566, -0.1876107156277, -0.0073550655507, -0.1699828207493, -0.1012100800872, 0.1148224398494, 0.0512854419649, -0.1752705574036, -0.0285463090986, 0.0551644079387, 0.1369110345840, -0.2239450812340, 0.1774394810200, -0.0141876703128, -0.2095263600349, 0.0079001113772, -0.0286575052887, -0.1939233988523, -0.1185238212347, 0.0222708061337, 0.1785734444857, 0.0864432752132, 0.0828342437744, -0.0777860954404},
{ 0.1633127927780, 0.1701146364212, 0.0615096464753, -0.2019950300455, 0.1542009115219, 0.0672649070621, 0.1596016585827, 0.0910275429487, -0.1087421923876, 0.1123859435320, 0.1682553440332, 0.0515508875251, -0.1724656820297, 0.0448132120073, -0.1197635158896, -0.2387549132109, -0.0635226666927, 0.0886917933822, 0.0661592483521, -0.0458237789571, -0.2555373609066, 0.0837930440903, 0.2389909029007, -0.2558158636093, -0.0919029936194, 0.0573269538581, -0.2099128812551, -0.0272355712950, -0.1859642416239, -0.0897335186601, -0.2203921675682, -0.1757151633501, -0.0134044885635, -0.2513393163681, 0.1622450798750, -0.1041804850101, -0.1355606317520, 0.1705263406038, 0.0795522779226, -0.0497767329216, -0.1715741008520, -0.2192013859749, 0.0875698775053, -0.1193978786469, -0.0921003744006, -0.1365506947041, 0.1263199448586, -0.0165834967047, 0.1765019744635, -0.0870457515121},
{ -0.0726015195251, 0.2324810773134, -0.1608309745789, -0.2320750951767, 0.0322318635881, -0.1898469179869, -0.0201499462128, 0.0317067094147, -0.1282929778099, -0.1409540027380, 0.0102040665224, -0.1697980910540, 0.0065997233614, 0.1291571557522, -0.0111230080947, 0.1384829133749, 0.0471914410591, -0.1143307983875, -0.2231860756874, 0.1616633981466, 0.1084468737245, -0.2307847738266, -0.2133372575045, -0.1578325927258, -0.2010600715876, 0.0467691086233, 0.1273880451918, -0.0641659423709, -0.1866741031408, 0.1247786656022, -0.2288002818823, 0.2442295551300, -0.1552465856075, -0.2103748023510, -0.2572236359119, -0.2854147553444, 0.1670954972506, -0.0274902358651, -0.0706618800759, 0.1273901164532, -0.1204488277435, 0.0845520198345, -0.0105186142027, -0.1902806758881, -0.1908291876316, -0.1507998853922, -0.0107458541170, -0.0752345174551, 0.0664380490780, -0.1260616928339},
{ 0.2473321408033, 0.1365756988525, 0.2079373151064, -0.2199665158987, 0.0972519889474, 0.0721129029989, -0.0438815169036, -0.0110959718004, 0.0391877926886, 0.2090734392405, 0.2277103215456, 0.1425541490316, 0.0716904699802, 0.2195663899183, 0.0478900447488, -0.0685355067253, -0.1520553976297, 0.2487996816635, -0.0940410271287, -0.0469806939363, 0.1758402138948, 0.0952443331480, 0.1552106589079, -0.0011879868107, 0.1139096990228, -0.0662898942828, 0.1885076463223, 0.1542482674122, 0.1990522444248, -0.1621796190739, 0.1492844521999, -0.0906768217683, -0.0649289116263, -0.1189647242427, 0.0305686797947, -0.0593633353710, 0.1458882838488, -0.1158771365881, -0.2392231822014, 0.1779904216528, -0.1220668852329, -0.1105666533113, -0.1761929988861, 0.0064936196432, -0.2628130316734, 0.0249415170401, 0.1234016120434, -0.0184624399990, 0.0494006313384, -0.1494021266699},
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{ 0.0410588532686, 0.0768935680389, 0.1359643936157, 0.0509826131165, -0.0756477415562, 0.0535819083452, -0.1638403087854, 0.1209163293242, 0.0862350538373, -0.1904956698418, 0.0792363286018, -0.1055226549506, -0.0199795775115, -0.1672925204039, -0.0066965809092, -0.0380434133112, 0.2039154618979, -0.1930717527866, -0.0228390619159, -0.2195957452059, 0.1077053919435, -0.0491027571261, -0.1789827644825, -0.2025201022625, -0.1206894665956, -0.2001532018185, -0.0819380283356, 0.0716114714742, 0.1833238005638, 0.1641837209463, -0.1024751141667, 0.0813810676336, -0.0202828999609, -0.2359465211630, -0.0046551856212, -0.2483998984098, -0.0460212714970, -0.0267274379730, 0.1637740731239, -0.1058899164200, -0.2054202407598, -0.1261199712753, 0.1837711334229, -0.0502033382654, -0.1465786546469, -0.0720406919718, 0.2280127853155, 0.0312259458005, 0.0634412840009, 0.0730489492416},
{ 0.0479102209210, -0.0925724953413, 0.1884329468012, 0.1144809648395, 0.0990877151489, -0.0916557833552, -0.1788997203112, 0.1105821803212, -0.2072640061378, -0.1953869163990, -0.0370241254568, 0.0873474106193, -0.1599721610546, 0.0394822359085, 0.1462721377611, -0.1552958488464, 0.1824019998312, 0.1316091716290, 0.0656045600772, -0.1610028743744, 0.1417736113071, -0.0462047122419, -0.1573002189398, 0.1931657642126, 0.2385524660349, -0.0872325748205, -0.1256683021784, 0.1760049015284, 0.1778455078602, 0.1812972426414, -0.1184049770236, -0.0511444024742, 0.0599470101297, 0.0546676926315, 0.0868089646101, -0.0599637962878, -0.1434914320707, -0.2386594563723, 0.1750164180994, 0.2414213567972, -0.1099618375301, 0.2287598699331, -0.2276086956263, 0.1500287652016, 0.1540421396494, -0.1124668270350, -0.1704071462154, -0.1455261856318, 0.0218663793057, 0.1875440627337},
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{ -0.0194970015436, -0.0971963703632, -0.0573760047555, -0.2505453228951, -0.1605506092310, 0.0342761427164, -0.0642535164952, -0.2411608546972, -0.2006593048573, -0.1201031655073, -0.1297596842051, -0.1067374572158, 0.2149052917957, -0.1388934850693, -0.2378280609846, -0.0813821554184, -0.1908336132765, 0.1646908968687, -0.1073259711266, -0.1763286441565, -0.1334788054228, 0.0852818042040, 0.0816248208284, -0.1230702176690, -0.0324683412910, 0.0842391923070, 0.2140724062920, 0.0838594287634, 0.2116477489471, 0.1175172105432, 0.0539527125657, 0.1856888979673, 0.0285040028393, 0.2009956985712, 0.0580875054002, -0.2237978279591, 0.1724756509066, 0.1786473989487, 0.0253214072436, -0.1546944081783, 0.0546659566462, -0.1234179288149, 0.2430766820908, -0.0370486639440, -0.0615110956132, -0.0540879108012, 0.0455247014761, 0.0118880709633, 0.1069983169436, 0.1859998255968},
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{ -0.1625048369169, 0.1907459348440, -0.0029312765691, -0.0903800651431, -0.1878600716591, 0.1361141800880, 0.1632315963507, -0.2100098878145, 0.0374938063323, -0.1423919051886, -0.0806961655617, 0.0551116019487, 0.0058257426135, 0.2185251265764, -0.1799419224262, -0.1672193408012, 0.2372665256262, 0.1296104788780, -0.0055090975948, -0.1224244162440, -0.0360057614744, 0.2174708247185, 0.1960719525814, -0.2432723492384, 0.1644804924726, -0.0640295818448, -0.0868624374270, -0.0217487458140, 0.2027775645256, 0.0329978726804, -0.2371479570866, 0.1750081330538, -0.1623381078243, -0.1161226555705, -0.2392984181643, -0.1236976459622, -0.1733155995607, 0.1567261368036, -0.1117488294840, 0.1893727779388, -0.1007382273674, 0.0690774470568, 0.1593529880047, -0.2297057658434, 0.1765742748976, 0.1762777268887, -0.0631285980344, 0.2383715361357, -0.1547239124775, -0.0609342418611},
{ -0.0905267223716, 0.2363520115614, 0.0931705757976, 0.1295176446438, 0.1930864453316, -0.2082335054874, 0.0667462274432, -0.2129781693220, 0.2348789870739, 0.2366795837879, 0.1714878231287, -0.1177725344896, -0.1493511945009, -0.2398557513952, 0.0194166470319, 0.0796445757151, 0.0475633479655, -0.1055789887905, -0.0667863935232, 0.0597025454044, -0.0969611182809, -0.0714484304190, 0.1261361688375, 0.2257935702801, 0.2214792817831, 0.1923443675041, 0.0783292576671, 0.2144374996424, 0.2403910160065, -0.0428146198392, -0.0796078592539, 0.2054573893547, -0.2691211104393, -0.0317022688687, 0.1777894347906, 0.1337340027094, 0.2130338251591, 0.0364353135228, 0.0553584061563, -0.2311723232269, 0.1284070014954, 0.1153761073947, -0.1939598768950, -0.0995487198234, -0.1280007213354, 0.0588935241103, 0.0682144090533, -0.2017212510109, -0.1262514889240, -0.1720630377531},
{ -0.1157728508115, 0.2343280911446, -0.2627647221088, 0.1386535167694, 0.0130856502801, -0.2160548567772, -0.0548392906785, -0.0871517881751, -0.2687004804611, 0.1288423240185, 0.1358394026756, 0.0061695021577, 0.0129789877683, -0.1226940527558, -0.1556308865547, -0.2054619491100, 0.0666642412543, -0.2036473155022, 0.1007168516517, -0.1940693259239, 0.1487092226744, -0.0061893789098, 0.0626369640231, 0.0054587661289, 0.0273027457297, 0.1546770185232, -0.1819355934858, 0.0849673077464, 0.1871597468853, 0.0786347612739, 0.0891394391656, 0.0375489331782, -0.1685409247875, 0.0233454555273, -0.2400242239237, 0.0165158826858, -0.0889654532075, 0.1313679665327, 0.1225670427084, 0.1041752770543, -0.1814179569483, -0.0768983587623, 0.1085393428802, -0.1452125161886, 0.1837725490332, 0.1183268725872, 0.2347782850266, 0.0466624200344, -0.1852902770042, -0.1475173681974},
{ -0.1241027861834, 0.1904207319021, 0.1255834400654, 0.1116194054484, 0.0847205147147, -0.2601804435253, 0.1802649945021, -0.1927072703838, -0.1223236843944, -0.0720441862941, 0.2756862640381, 0.0920849815011, 0.1554442942142, 0.1814596951008, -0.0740577653050, 0.0732387974858, -0.0920615717769, -0.1500990688801, -0.1134757027030, 0.0613786242902, 0.1513567566872, -0.1718882024288, -0.0456302575767, 0.0271697472781, 0.0566042475402, -0.1549963355064, 0.1027889698744, 0.0449243336916, 0.0428847037256, 0.0619204975665, -0.0074414797127, 0.1262329220772, -0.0426359176636, 0.0292045883834, -0.0748271197081, 0.1159085556865, -0.0524664521217, 0.0997998639941, 0.1260715126991, -0.1727103292942, 0.2169578224421, 0.0767224058509, 0.2436291575432, 0.0084892641753, -0.0813709348440, 0.2289961874485, 0.2212726622820, -0.0203334037215, 0.1343605816364, 0.1273717433214},
{ 0.1564506292343, -0.0435856170952, -0.2164961397648, -0.2493690699339, 0.1520653069019, -0.0474835187197, -0.0474005639553, -0.1738877743483, 0.0364781804383, -0.1395302265882, 0.0263449493796, -0.1170811131597, -0.0874482169747, -0.1452480703592, 0.0810995325446, 0.2491471171379, 0.1489302217960, 0.2413731664419, -0.1862378269434, -0.2320376336575, 0.0742524117231, 0.1517617404461, 0.0938627794385, -0.1283422112465, -0.2051021903753, 0.0002561701695, 0.1151047572494, -0.0754904150963, -0.0143954567611, -0.1500309854746, -0.2022414356470, -0.1172179058194, 0.1639602631330, 0.2040939331055, -0.0507362447679, 0.1687796264887, 0.1181856617332, -0.0242530703545, -0.2626987397671, 0.1535563170910, 0.1214497089386, 0.2459600269794, 0.2094936519861, 0.0600316226482, -0.1112871542573, 0.2184565067291, -0.1580157876015, -0.1675182878971, -0.0172241684049, 0.1202508956194},
{ -0.0406451970339, 0.2007682770491, -0.1421412378550, 0.1713388562202, -0.0750529542565, 0.1708212643862, 0.0159863159060, -0.1615684330463, 0.1129831969738, -0.0409454740584, 0.1790486127138, 0.0007110503502, -0.0035553222988, 0.1584573388100, 0.2200735211372, 0.0244035553187, 0.1231997385621, -0.1645697057247, -0.1915494948626, 0.0596698150039, -0.0587940551341, 0.1276938021183, -0.1634625196457, 0.2145759016275, -0.1772245764732, -0.0533912442625, -0.1521742641926, 0.0553984381258, -0.1989833563566, -0.1012905612588, 0.0972295850515, -0.1936851441860, 0.0650343820453, -0.0035118027590, 0.1733773201704, -0.0664350688457, 0.1861512213945, -0.1211142763495, 0.0274223368615, 0.1488107442856, 0.0186677761376, 0.0313309282064, -0.0151504362002, 0.0353433229029, -0.0432316176593, 0.0930192694068, -0.1624735593796, -0.1322991102934, -0.0599418319762, 0.1613834500313},
{ -0.1882979124784, 0.0303854271770, 0.0460620597005, -0.0989405065775, 0.1387984901667, -0.0606686808169, -0.1016164869070, -0.0220136772841, 0.0393668934703, 0.1786515712738, 0.0261361151934, -0.0340301096439, -0.1305928826332, 0.1900947540998, 0.0173044912517, 0.0894980952144, 0.0869342014194, -0.1989389359951, 0.0058432770893, 0.0465360917151, 0.0701598376036, 0.0575999654830, -0.0130287827924, -0.1414534449577, 0.0669071897864, -0.1666884124279, 0.1173214614391, -0.1772849559784, -0.1877532750368, -0.0749426856637, 0.1524377167225, -0.0259804427624, -0.0000213691528, -0.0429757684469, -0.2050330191851, 0.1537831574678, 0.1159945428371, -0.1706771850586, -0.1420768052340, 0.0012594419532, 0.2393769323826, 0.0619281046093, 0.0050922580995, -0.0367154702544, -0.1922404170036, -0.2051793187857, -0.0918177291751, -0.0478569455445, 0.1172676309943, -0.0189129970968},
{ 0.0339099839330, 0.1560024619102, 0.1178613379598, -0.0383564047515, -0.1125181168318, -0.1507066488266, 0.0323113165796, 0.1056032553315, -0.0693304017186, 0.2194851636887, 0.1981952339411, 0.0089548686519, 0.1049782037735, 0.1761758774519, -0.1865398734808, -0.1195228695869, -0.1623800843954, -0.1015113443136, 0.1213815808296, -0.1691304147243, -0.0015883382875, 0.2254461497068, 0.1703454554081, 0.0927747935057, -0.2233553230762, 0.1968549787998, -0.2419391274452, -0.0187754090875, 0.1256399750710, 0.1094647571445, 0.2057868540287, 0.1454146355391, -0.0246837250888, 0.0931799560785, 0.0587354302406, -0.1439701765776, 0.1027140840888, -0.0013461192138, -0.1580480486155, -0.2404925078154, 0.1978707164526, -0.2295737862587, -0.0786328390241, 0.2387968599796, 0.0334433987737, -0.2134821861982, -0.0549902319908, 0.2399520725012, -0.1516669243574, -0.0577325187624},
{ -0.0631678700447, -0.0395643040538, -0.1408557146788, -0.0496166981757, 0.1342972368002, 0.1235643625259, 0.1874220818281, -0.0886624976993, 0.1592873632908, 0.1266530603170, 0.0699366107583, 0.0220235753804, -0.1679135710001, -0.0120354779065, 0.2328374385834, 0.1713629961014, -0.1772167980671, -0.1028478816152, 0.2046185731888, -0.0710063427687, 0.0661089643836, 0.0746522843838, -0.0431198365986, -0.1368932276964, 0.0267355460674, -0.1057903841138, 0.1953494846821, -0.0166648589075, 0.0614354386926, -0.0328696221113, -0.1564596891403, -0.1063071638346, -0.0556301586330, -0.2407395094633, -0.1151979416609, 0.0787283256650, -0.0144941322505, -0.1638260781765, -0.0773455798626, 0.0571692138910, -0.1858592927456, -0.0279869697988, 0.1697094142437, -0.1601787507534, -0.1116359382868, 0.1009911671281, 0.1535785794258, 0.1856797039509, 0.1053271815181, 0.2053938955069},
{ 0.1120163649321, -0.1242248713970, -0.2684508264065, -0.2265139520168, 0.2027253210545, -0.0553757622838, 0.1033450141549, -0.0067016808316, -0.1666173636913, -0.0892364829779, -0.1046007573605, -0.2202131748199, 0.1905377507210, -0.1159815937281, 0.0427123196423, -0.1682680547237, -0.1637177765369, 0.1804994046688, -0.0025423120242, -0.1508147716522, 0.0757645666599, 0.0451005771756, 0.1476227194071, 0.0205228384584, 0.0867628455162, 0.0559523999691, -0.0250343289226, -0.1834471225739, 0.1598708331585, -0.0363822169602, -0.1671600043774, -0.0362867228687, 0.1358479261398, -0.1071627959609, 0.1509229689837, -0.2502071559429, -0.1984403282404, -0.1537722051144, -0.1940332651138, -0.1873305588961, 0.0353519544005, 0.1509109884501, -0.1206009611487, 0.2475955188274, -0.2312705367804, 0.0223107989877, 0.1433231234550, 0.2277479767799, -0.1121943667531, -0.1470842808485},
{ -0.1908227801323, -0.1765976548195, -0.1402153074741, 0.0630741417408, -0.0513176023960, -0.1718377619982, -0.0643696710467, -0.1297175139189, -0.0337225608528, 0.0298398546875, 0.1458460241556, 0.1845919936895, -0.0152359716594, 0.0483528487384, -0.0092566097155, 0.1720514297485, -0.0007354995469, 0.0248873233795, -0.0745942220092, 0.1348787397146, 0.1926894336939, 0.1362248957157, -0.0023775226437, -0.0555924400687, -0.2040891647339, 0.1972986906767, 0.0858741104603, -0.0771087333560, 0.1230289041996, 0.1965844482183, -0.0449224114418, 0.1405902802944, -0.0295620653778, -0.2372247725725, -0.2127164006233, -0.0888269916177, -0.2389948368073, -0.1544373333454, -0.0975419506431, 0.0258665811270, 0.2121991217136, 0.1665790677071, -0.1335710138083, 0.0076064509340, -0.0339612402022, 0.0227936934680, 0.0424171015620, -0.2116354405880, -0.0319812335074, -0.1132472753525},
{ 0.0115183191374, 0.0235847551376, -0.1850478202105, -0.1114424765110, -0.1167699545622, 0.0523525215685, -0.2169544100761, -0.1350567638874, 0.0300105195493, -0.0085208471864, -0.1426536142826, 0.0474294349551, 0.1134324818850, -0.0822022259235, 0.2063409984112, 0.1625056415796, 0.2614377140999, -0.2232111990452, -0.0832703411579, 0.1365772783756, 0.1006058603525, -0.0806016698480, -0.1410779058933, -0.1517373919487, -0.0823548287153, 0.0673744380474, -0.0864476561546, -0.1456098109484, 0.1420557647943, 0.0463092178106, -0.1222862154245, 0.0010124810506, -0.1981152147055, 0.2348858565092, -0.1231122389436, -0.0552595444024, -0.1381332725286, 0.0096101881936, 0.2394692301750, 0.0659531652927, 0.1202987879515, 0.1992429047823, 0.0212397221476, -0.1999145448208, -0.0281211547554, 0.0794261246920, 0.1150682568550, -0.1473680287600, 0.0709483250976, -0.1424529701471}};
const float bias_0[50] = { 0.0209436398000, 0.0269825328141, 0.0155601501465, -0.0037675062194, 0.0353801101446, 0.0046833632514, 0.0243288390338, 0.0263730399311, 0.0232230629772, -0.0024890326895, 0.0298699643463, 0.0147452047095, 0.0278965588659, -0.0089729251340, -0.0248121079057, 0.0257878657430, -0.0205154679716, 0.0495084486902, 0.0028970029671, -0.0257589630783, 0.0409000888467, 0.0458143018186, 0.0283361617476, 0.0291179697961, -0.0142434565350, 0.0087136821821, 0.0322339273989, 0.0386589951813, 0.0195079799742, 0.0211464148015, 0.0137516539544, 0.0242810808122, -0.0066051757894, 0.0332108996809, -0.0025900739711, 0.0168434809893, 0.0285973250866, -0.0014469875023, 0.0079005397856, 0.0350294485688, 0.0102200442925, 0.0445465631783, 0.0120276268572, -0.0054993764497, 0.0265468209982, -0.0023720541503, 0.0508633293211, 0.0303219631314, 0.0157886147499, 0.0289664641023};
// Declare the arrays in the stack
const float kernel_1[50][50] =
{{ -0.1931499689817, 0.1806740462780, -0.1073937788606, -0.0766343548894, -0.1950996667147, 0.1035397499800, 0.1748902946711, 0.0864393264055, 0.2307223230600, 0.2445486187935, 0.0011399351060, -0.2317998558283, -0.0166845582426, -0.2045721262693, -0.1613458395004, -0.2000044286251, 0.1884092688560, 0.0289200395346, 0.0985403805971, 0.0848473235965, 0.1319869160652, 0.1968773007393, -0.0385316386819, -0.0915550589561, 0.1328790634871, 0.1981755048037, 0.0169471930712, -0.0619514919817, -0.0116231739521, -0.0886295661330, 0.2016012817621, -0.1691452115774, 0.0617105402052, 0.1687967479229, 0.1935602873564, 0.2468331605196, 0.0055733220652, 0.1743534505367, 0.1493384689093, 0.1359241157770, 0.2108072042465, 0.2080215215683, 0.1189209297299, -0.0954737439752, -0.1743581295013, -0.0055325883441, -0.0271928999573, -0.0491304919124, 0.1841690689325, 0.0277191139758},
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const float bias_1[50] = { -0.0177308302373, -0.0022244078573, 0.0221404600888, 0.0196212884039, -0.0172930192202, -0.0015765400603, -0.0122642079368, 0.0187895428389, 0.0214989259839, 0.0060675712302, 0.0103379338980, 0.0278301332146, 0.0277618076652, 0.0011864885455, 0.0077286949381, -0.0059119979851, -0.0341856516898, -0.0101363863796, -0.0069022122771, -0.0148689784110, -0.0222267527133, 0.0405720472336, 0.0363957285881, 0.0167432595044, 0.0045527894981, 0.0402667559683, 0.0437521301210, 0.0143963433802, 0.0302144028246, -0.0035747517832, -0.0151784094051, 0.0008148578345, 0.0121002793312, 0.0374138355255, 0.0067329709418, 0.0018007878680, 0.0152780506760, -0.0155000714585, 0.0048986105248, 0.0129369311035, 0.0333688259125, 0.0410920046270, 0.0110965836793, -0.0450285375118, 0.0286760926247, 0.0453605502844, 0.0347023271024, 0.0319762378931, 0.0219293572009, 0.0704968199134};
// Declare the arrays in the stack
const float kernel_2[50][50] =
{{ 0.2348544299603, 0.0085207913071, -0.1017397493124, -0.0432822778821, 0.1540457159281, 0.1111439988017, 0.1173495277762, 0.0245810970664, -0.0994090959430, -0.0973975956440, 0.2230150699615, -0.1813428848982, 0.1067336723208, -0.1861587464809, -0.0696651339531, 0.1052874475718, 0.0134841008112, -0.0704624354839, -0.0935956910253, -0.1764956116676, -0.2474844455719, -0.2324476987123, 0.1378437727690, 0.1826971620321, 0.2136259824038, -0.0704935863614, 0.1818272620440, -0.1416724622250, -0.1465218663216, 0.1388551890850, 0.2010819017887, 0.0673144459724, 0.0774417594075, -0.1044822931290, -0.0007602585247, -0.1451789289713, -0.1021305918694, 0.1084529161453, 0.1598650664091, 0.0007803033805, -0.1210153549910, -0.2144114375114, -0.2187583595514, 0.2065257728100, -0.0347079187632, 0.0274384524673, -0.2090017646551, 0.1019683107734, -0.0459058098495, 0.0920789241791},
{ 0.1470415890217, -0.1998730450869, -0.1315747201443, -0.0152930105105, 0.0310452189296, 0.1130607351661, 0.1777702122927, 0.1649971753359, 0.1861878186464, 0.2584570646286, -0.2137513011694, 0.0413117110729, -0.0971022397280, -0.1996537595987, -0.1463313698769, 0.1053518950939, 0.2271904498339, -0.2269944846630, -0.2100814431906, 0.0612710826099, -0.0282445438206, 0.0444498211145, -0.0859981998801, -0.1915947347879, -0.1341452598572, 0.1011160686612, 0.0367977730930, -0.0494867451489, 0.1024373248219, -0.0198174472898, -0.0362917445600, 0.0477764345706, -0.1677843630314, 0.0324789732695, -0.0810045227408, 0.0645510852337, -0.0713498368859, -0.1777796298265, -0.0648726746440, 0.2589735388756, 0.1978745907545, -0.1994903683662, -0.0068862619810, -0.1541425138712, -0.1779932528734, 0.2042127102613, 0.2437226623297, 0.1336506605148, 0.1645383238792, 0.0785248354077},
{ -0.2321761101484, -0.0012844746234, 0.0573663040996, 0.1921544671059, -0.1108540892601, 0.0650852099061, -0.1880877315998, 0.0366321615875, -0.1251376420259, 0.0616798847914, 0.1546086519957, -0.0519385114312, -0.1248401403427, 0.0234638787806, 0.1343596726656, -0.0120459264144, 0.1548629701138, 0.0081071984023, 0.2368898391724, 0.1521748453379, 0.0854260846972, 0.0862054899335, 0.0414580926299, -0.1034556925297, 0.1458295881748, -0.1484300941229, 0.1247054710984, -0.2254051715136, 0.0590363778174, -0.1501400470734, 0.0273252800107, 0.0578332766891, 0.2018758356571, 0.1647413820028, 0.0218012854457, 0.2368250936270, 0.0854118615389, -0.1414144784212, 0.1708423346281, -0.0533350892365, 0.1604668796062, 0.0515515767038, 0.0697446912527, -0.0911033749580, 0.1067253798246, 0.0116575174034, -0.0920139700174, -0.2276241332293, -0.2191526591778, -0.0420715324581},
{ -0.1848009973764, -0.1010088026524, -0.1940228939056, 0.0701346769929, -0.1159994378686, 0.2461421489716, 0.0941131636500, 0.1556070297956, -0.1499843150377, 0.0487290248275, -0.1162163913250, 0.1805122345686, 0.1517370045185, -0.1739798635244, 0.0946591794491, 0.0629644989967, 0.1652588695288, 0.2245934307575, 0.1141732335091, -0.1808235049248, 0.2384358644485, 0.1044838204980, 0.2663110792637, -0.0739261209965, -0.0759191662073, 0.2356275469065, -0.0740713775158, -0.0813589170575, -0.0871953070164, 0.1942904740572, -0.0965507775545, -0.0584397912025, 0.0304826665670, -0.0299837030470, -0.1150920540094, -0.0973277911544, 0.1188212111592, 0.1495106667280, -0.0216564536095, 0.1714230477810, -0.2009343504906, 0.2577476203442, 0.1573461592197, 0.0106549207121, -0.2673585712910, 0.1472820788622, 0.1744727492332, -0.1047831028700, -0.2193489223719, 0.0054355608299},
{ -0.0803396180272, 0.2299427986145, -0.0265334602445, -0.1434037685394, 0.1518075764179, -0.0121746528894, 0.1028283685446, 0.1630158126354, 0.2307529151440, -0.0934834182262, -0.2514664530754, -0.1795690655708, 0.1565281450748, -0.1435102820396, -0.1789468824863, 0.0806583464146, -0.1278569698334, -0.0161657854915, 0.0491688996553, -0.0595401935279, -0.1964294016361, -0.2113752961159, -0.0135972332209, -0.1351630389690, -0.0245593581349, 0.0503626726568, 0.1869308948517, 0.0260390993208, -0.1369470357895, 0.1272156089544, 0.0636489614844, 0.1063775867224, -0.0392773486674, 0.1577757298946, 0.0410149022937, -0.2071272432804, -0.0827312991023, -0.2592641413212, -0.1329029500484, 0.0228120945394, 0.1415443569422, 0.1389089673758, -0.0176106858999, 0.0884698033333, -0.0953551083803, -0.1880777031183, 0.1294631510973, 0.0209636632353, -0.1421343237162, -0.1531692892313},
{ 0.1378894746304, 0.0631252899766, 0.0358737669885, -0.0988822281361, -0.0198785942048, 0.1516716480255, -0.1047628968954, 0.2417001724243, 0.0780997276306, 0.1601571738720, 0.2369116246700, -0.0375088118017, -0.2687159478664, -0.0738590285182, 0.1797345727682, 0.1146434769034, 0.1854609102011, 0.1935172080994, 0.0622349977493, 0.1450085490942, 0.0288082938641, -0.0729308947921, -0.1539467722178, 0.0493640899658, 0.1219670698047, 0.1694743782282, 0.1369728147984, -0.0680201202631, 0.0119199873880, 0.0982628390193, 0.1131011545658, -0.0531613565981, 0.0830809995532, 0.2424745261669, 0.0680803135037, 0.0108740516007, 0.0294604785740, -0.1721142530441, -0.2101750075817, -0.0700354576111, 0.0225088708103, -0.0201159734279, 0.2228543758392, 0.1996690779924, 0.1623299568892, -0.1534974128008, 0.0933298915625, 0.1937710791826, -0.1296900063753, -0.0587730407715},
{ 0.1158097609878, -0.1928642392159, 0.0659898519516, -0.1877583116293, 0.0403954498470, -0.0940360948443, 0.0124037759379, -0.2067548036575, 0.2444178313017, -0.0097173601389, 0.0272507611662, 0.1068383678794, -0.2155477553606, 0.0948563292623, 0.2125682681799, -0.0614948943257, 0.0191746912897, -0.0970013439655, -0.1151292994618, -0.0078606512398, -0.0819606333971, 0.1947305202484, -0.1500002592802, 0.1448379606009, -0.1992886215448, 0.1193627342582, -0.0749369040132, 0.1054345667362, 0.1352031975985, -0.1861373335123, -0.0859450176358, 0.1326317489147, -0.0299591291696, 0.0926710888743, 0.2318654358387, 0.1210441887379, -0.2535683214664, 0.1766044795513, 0.1533055156469, -0.1964265108109, -0.1848270297050, -0.1796786040068, -0.1913871765137, -0.1659961938858, -0.1544278562069, -0.0567859783769, -0.1880434900522, 0.2490778118372, -0.1266679167747, 0.2171246856451},
{ -0.1708070635796, -0.1657670140266, -0.1481835097075, 0.1697844713926, 0.1819542646408, -0.0457757860422, 0.1838107854128, 0.0656887814403, 0.1183486655354, -0.1424367427826, -0.0540103390813, -0.1825061738491, -0.1359964609146, 0.1452130377293, 0.0272796601057, -0.0945773497224, -0.1100948303938, -0.0791582167149, 0.2142943441868, 0.1743569225073, -0.1935891807079, 0.1340874284506, 0.1412866115570, 0.2623057067394, 0.0767482444644, -0.1978496313095, -0.0757193267345, -0.1101804226637, -0.0423326380551, -0.1278719455004, 0.2083815783262, -0.0041323788464, 0.0880800336599, 0.0544803626835, -0.0566687285900, 0.0264048315585, 0.1829278916121, 0.1771697998047, 0.1548571586609, -0.0782048776746, 0.1431229263544, 0.1070451810956, 0.0291423127055, 0.0604813955724, 0.2343715429306, 0.0791237801313, 0.0877060219646, -0.0131397573277, 0.2657291591167, 0.0144145572558},
{ -0.1623181253672, 0.1075365617871, -0.1436014920473, -0.1611393094063, 0.1731278449297, 0.1627578735352, 0.1696714460850, 0.0107367932796, -0.1735710203648, -0.0462639629841, 0.2132593095303, 0.1929688751698, -0.2041347920895, -0.0859932377934, 0.0162451621145, 0.1266509443521, 0.1012047305703, 0.1919797062874, 0.0749385356903, 0.0046916962601, -0.1027592271566, -0.2079571932554, 0.1785079985857, -0.2072097361088, -0.1210861802101, 0.2635219693184, -0.0451706685126, 0.2262145727873, 0.0726155266166, 0.1547088921070, 0.0759325176477, 0.1613230109215, 0.1221743226051, -0.0718171000481, 0.1770721226931, -0.1833610683680, 0.2381660640240, 0.0948108509183, 0.1541003882885, 0.1576361656189, -0.1028602048755, -0.0352896451950, 0.2526242136955, 0.1683450788260, 0.1748547255993, 0.2479945421219, 0.1641687452793, -0.2162590622902, -0.0925257652998, 0.2495390176773},
{ 0.1509552896023, 0.0020206058398, -0.1107887402177, -0.0386115685105, -0.0517828650773, 0.2040571421385, 0.1662280559540, -0.0277939047664, 0.0156416930258, -0.2229885011911, 0.1336259692907, 0.0307171922177, 0.1356197446585, 0.1020301878452, -0.1824642568827, -0.1544496417046, 0.2108593136072, 0.0317725762725, 0.2144550234079, 0.1666253656149, 0.2629732489586, -0.1302573680878, -0.1913374066353, -0.1194601356983, -0.1190596073866, 0.2390932887793, -0.1579210162163, -0.1375416815281, -0.1103552803397, -0.2420759350061, 0.1447302997112, 0.2226420044899, -0.1311864703894, 0.1307564973831, 0.1089312210679, 0.1827146112919, -0.0977832302451, 0.1385736614466, 0.1769348233938, -0.2048338651657, 0.2796071171761, -0.0825403928757, -0.0946504622698, -0.0933539196849, 0.1341306269169, -0.1325724422932, 0.0185711905360, -0.1424716562033, -0.0316109433770, -0.0742126032710},
{ -0.1076347380877, -0.0251080524176, 0.1453370451927, 0.2435511052608, 0.1961759626865, 0.0597298778594, 0.2007573693991, 0.0014844171237, 0.1158124580979, -0.0745550468564, 0.0558406151831, -0.1056405901909, -0.0025142163504, 0.1351022124290, -0.0451843217015, -0.2121255248785, 0.1831274330616, 0.1574416309595, 0.0685559436679, 0.1116241663694, -0.1066628172994, 0.0218038465828, 0.0970967411995, 0.1396967768669, -0.0499479435384, -0.1511642634869, -0.1875090599060, 0.0771116763353, -0.1673894673586, -0.0133931376040, 0.1616787314415, -0.0500680506229, -0.0525604598224, 0.0437583960593, 0.0070227999240, 0.2171058654785, 0.0128242811188, 0.0004498257476, 0.2395181953907, 0.1652367115021, -0.0824761763215, -0.2171790003777, -0.1507163792849, 0.1664454638958, 0.0992778837681, 0.0892065539956, 0.2366301566362, 0.0120401401073, -0.0350985936821, 0.1368305981159},
{ -0.1052959635854, 0.2020582109690, 0.1331705451012, 0.2180306613445, -0.0024422304705, 0.1234627440572, -0.0258615538478, 0.1120701879263, 0.0473270118237, 0.2059104144573, -0.2533997297287, -0.0905645266175, 0.0901235193014, 0.0961587950587, -0.0551496818662, 0.2101085186005, -0.1499240249395, 0.1491977572441, -0.1995654553175, 0.0331972464919, -0.2115774005651, -0.1624334156513, 0.2758705019951, 0.1195683553815, 0.1193690896034, -0.0847500041127, -0.0442240610719, 0.0193166583776, -0.0514159165323, 0.2629087269306, 0.1539103537798, -0.1747601330280, 0.1556725203991, -0.0916381776333, 0.1121453046799, 0.0865157246590, -0.1591912955046, -0.0422684773803, 0.0957656204700, -0.1413404196501, -0.1552711725235, -0.1557861268520, 0.2478139102459, 0.2786605656147, 0.1030446439981, 0.2546603083611, -0.1052767932415, 0.1479963660240, 0.0725095868111, 0.0788766741753},
{ 0.0679046437144, 0.0152307972312, -0.1269022375345, 0.2713691890240, -0.1931519210339, -0.1359585374594, 0.1043272241950, -0.1503990888596, 0.0169600863010, 0.1774772256613, -0.2473831623793, 0.1393651515245, 0.0828103199601, -0.0095023792237, -0.0020877318457, -0.2350877970457, -0.1902111768723, 0.1164494082332, -0.1489293575287, 0.2009643465281, 0.0954197645187, -0.0365535914898, 0.2989977300167, -0.1266242712736, -0.0240919589996, 0.1178542152047, -0.0356213934720, -0.0032309629023, 0.0418270789087, -0.1079695448279, 0.2160900086164, -0.0536325201392, -0.1700102835894, -0.0157310254872, -0.0274501238018, 0.0290559250861, 0.1125481873751, -0.0434411205351, -0.0942973941565, -0.1159430146217, -0.1862010657787, -0.0628067851067, -0.0957478731871, -0.1597551256418, -0.0762987509370, -0.0641030892730, -0.0889011472464, 0.0571513995528, -0.1447056680918, -0.1992044597864},
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{ 0.1987011432648, 0.0281997676939, 0.0907883271575, -0.0200971551239, 0.0142866922542, -0.1446349620819, -0.0080355396494, 0.2185686081648, -0.1426123231649, -0.1250417083502, 0.0688821524382, -0.0599739700556, -0.0951059311628, -0.1310920119286, -0.2333108037710, 0.0679707974195, -0.0414895229042, 0.0832320004702, 0.0151485987008, -0.2212614268064, -0.1061593517661, -0.0667487978935, 0.0314515829086, -0.1391435563564, -0.2153796404600, -0.0877712816000, -0.0378517434001, -0.1245203092694, -0.1800960153341, 0.0116387400776, -0.0600401498377, -0.2212557196617, 0.1903164237738, -0.1233435124159, 0.0542330406606, 0.0373573228717, -0.0143112763762, 0.2430570125580, 0.1610181629658, -0.1933198571205, 0.1512379497290, 0.0906983390450, -0.2321588397026, -0.0618787743151, 0.1804190576077, -0.0425778552890, -0.1921096742153, -0.0567405708134, -0.0710111632943, 0.1527049243450},
{ 0.1834283024073, 0.0958168879151, -0.2092356681824, -0.0383272022009, 0.0576636008918, -0.1774772405624, 0.1498621553183, 0.2377587705851, 0.2080107182264, -0.1893799304962, -0.0755696669221, -0.0019846858922, -0.0027140213642, 0.1040244176984, 0.0464108996093, 0.0039323153906, -0.0364314727485, -0.0160427279770, 0.0267264563590, 0.2413246631622, 0.1355663239956, -0.0606902763247, 0.2179818898439, -0.2239001095295, -0.0970247685909, 0.2776076495647, 0.0273608025163, 0.0663623437285, 0.1082660332322, -0.1920218318701, 0.1839551031590, 0.2471472918987, -0.0837250202894, 0.0563511364162, 0.2329419404268, 0.1636364758015, -0.0935456678271, 0.0098536713049, 0.0946499705315, 0.2533270716667, 0.0186580400914, -0.2459821701050, -0.1825087368488, -0.2264408469200, 0.0214532334358, -0.0490306802094, 0.0248832385987, 0.0446637943387, 0.2126749157906, -0.0329373516142},
{ -0.1911247968674, 0.0313175842166, -0.1708568632603, 0.0130264731124, 0.0769141390920, -0.0204356778413, 0.2883591949940, 0.0463120415807, 0.0544281676412, -0.2085629552603, 0.2231135815382, -0.1907917857170, 0.0380198359489, 0.2021923363209, 0.1323168426752, -0.1292608231306, 0.0198832657188, -0.2301837503910, -0.2435607016087, -0.2059301137924, -0.1908399760723, -0.0563874728978, -0.2335283160210, 0.0022998799104, 0.1216642335057, -0.1178462132812, -0.1525536179543, -0.0553379356861, -0.2275547683239, -0.1448096930981, 0.0596346706152, -0.1842199712992, -0.1489267200232, 0.2237169891596, 0.2825946509838, -0.0989753305912, 0.0529134869576, 0.1954628825188, -0.1752205938101, -0.1486508846283, -0.0603215321898, -0.2465041726828, -0.0722987055779, -0.2619774043560, 0.2882649898529, -0.2467729151249, 0.1621507704258, -0.3019693493843, 0.1039231270552, 0.1100760772824}};
const float bias_2[50] = { 0.0360770151019, 0.0417302064598, 0.0003237218480, 0.0167142357677, 0.0205143000931, -0.0236052796245, 0.0015592527343, 0.0390760675073, 0.0067015173845, 0.0407430306077, 0.0259613469243, -0.0058080013841, -0.0221613720059, 0.0237553510815, -0.0093324175104, 0.0094587076455, 0.0008752103313, -0.0148754641414, 0.0163116678596, 0.0065672458149, -0.0500659011304, -0.0299090370536, 0.0432502031326, -0.0113208536059, -0.0003187525435, -0.0050723734312, 0.0032724458724, 0.0006452999660, 0.0203683618456, 0.0070396545343, -0.0209558811039, 0.0081761004403, 0.0101367579773, 0.0260415300727, 0.0029559957329, 0.0285787209868, 0.0227143485099, 0.0309943631291, 0.0167013350874, 0.0164045915008, -0.0555207766593, -0.0084047280252, 0.0043133925647, -0.0160305742174, 0.0150240026414, 0.0099989883602, 0.0076857269742, 0.0050731464289, 0.0410327725112, 0.0213515926152};
// Declare the arrays in the stack
const float kernel_3[50][50] =
{{ -0.1097284331918, 0.1820855587721, -0.0927682220936, -0.0697775483131, -0.1509947776794, -0.1635847687721, 0.1143287271261, 0.1216449141502, -0.2218478471041, 0.1672845035791, 0.1996274888515, 0.0729232132435, -0.0440110638738, 0.1591800749302, 0.0760935097933, -0.1473852694035, -0.1540394723415, 0.0390738025308, -0.0066913273185, -0.0999809131026, 0.0740383118391, 0.0990188717842, 0.0241347588599, 0.2128746658564, -0.1164086535573, 0.0454283282161, 0.1340088695288, 0.2071509957314, -0.0022699683905, 0.1986690163612, -0.1066861748695, -0.1735251247883, 0.0763858035207, 0.0901491343975, -0.1368016302586, -0.2189420461655, 0.2563969492912, 0.1667592227459, 0.1699858456850, 0.1013765558600, 0.0086636338383, 0.0516187660396, -0.0814396366477, 0.0418365560472, 0.0744538009167, -0.0733525082469, 0.2140363007784, 0.0648718327284, -0.1603880673647, 0.0508812181652},
{ -0.1574265658855, 0.0506671406329, 0.1823216527700, 0.0666954144835, -0.0091482074931, -0.1588991433382, 0.1812264323235, -0.0436767339706, -0.1981081068516, 0.0293630063534, -0.0174446031451, -0.1905743330717, -0.0949880331755, 0.0373781472445, -0.1007300838828, 0.2610871493816, -0.1141280680895, -0.0987663865089, 0.1123163178563, 0.1123955771327, 0.1879198402166, 0.1855424940586, -0.0953302234411, -0.1313601434231, -0.2008088529110, 0.1220520287752, -0.0169028304517, -0.2314708232880, -0.0589148402214, -0.1467324048281, 0.1340270340443, 0.2358271628618, 0.1645225137472, -0.0651637762785, 0.1823256611824, 0.1007894873619, 0.1823809295893, -0.1352044790983, 0.1262952983379, 0.0225968826562, -0.1465629190207, 0.1010954156518, -0.1024594902992, 0.1743282526731, 0.2141506075859, -0.2058033347130, 0.0313942022622, 0.1772088110447, 0.2012918740511, 0.2440957576036},
{ -0.0671852603555, -0.2176682800055, 0.1918046921492, -0.1559457480907, -0.0844901129603, -0.1438148766756, 0.0590889267623, 0.0649041682482, 0.1518869251013, -0.2305478155613, -0.0695527940989, 0.2120089679956, -0.0172022804618, -0.2486815452576, -0.1547423899174, -0.1270537823439, 0.0212177038193, 0.2048617452383, 0.1588100790977, -0.0518061295152, 0.2039990276098, 0.2195323109627, -0.0228424947709, 0.2083508968353, 0.1578548550606, 0.0381104275584, -0.1514837741852, 0.0478972680867, -0.1853284835815, -0.0555224865675, -0.0150397894904, -0.0904712229967, 0.1785896718502, 0.0976222530007, 0.1303982585669, -0.1079084649682, -0.2064393907785, -0.1864562034607, 0.1382150650024, 0.1450711637735, 0.0490206182003, -0.1721953004599, 0.1961855739355, 0.1322236955166, -0.1085252910852, 0.2180591225624, 0.2350717484951, -0.0688127502799, 0.2325252145529, 0.0078899310902},
{ -0.1976501643658, -0.1001824140549, -0.2079207152128, -0.1637367457151, -0.0636597648263, -0.1121969223022, 0.1025148704648, 0.1249220296741, 0.0490982532501, 0.1610167771578, -0.1452779918909, 0.2014079391956, -0.0165242049843, 0.1099241524935, -0.1361410915852, 0.2673343122005, -0.1335224211216, 0.1393293142319, -0.0109347356483, 0.0552307479084, -0.1131751090288, -0.0110568692908, 0.1851677000523, 0.0397802926600, 0.1822799444199, -0.0413743890822, 0.2329145520926, 0.1461906284094, 0.0834439843893, -0.0085666161031, 0.1216587051749, -0.1899679899216, -0.1005601361394, -0.0293802563101, -0.1172828897834, 0.0475811176002, 0.0457661449909, -0.0843047648668, 0.2348023056984, 0.1801968663931, 0.1315598040819, -0.2582436501980, 0.0571243278682, 0.1869253069162, -0.1821067333221, 0.0730404183269, 0.0488710738719, -0.0180696155876, -0.0977384373546, 0.2211474031210},
{ 0.2026975750923, -0.0367974862456, 0.1449681222439, 0.1866904050112, 0.0791004374623, -0.1139711514115, 0.0665519088507, -0.0051560769789, -0.1336455047131, 0.0468991473317, -0.0025756361429, 0.0038049337454, -0.0584188699722, -0.0422287434340, 0.1831180304289, 0.1778925955296, -0.0060505825095, 0.0494831986725, 0.1325059682131, 0.1592884659767, 0.1753815412521, 0.1437409669161, -0.1310019940138, 0.0216557793319, 0.1541327983141, -0.0745586454868, 0.1431307345629, -0.1926788091660, -0.0525159686804, -0.0661052390933, 0.2310223728418, -0.1132178902626, 0.2211205959320, 0.1730455905199, 0.2601844668388, 0.2143133580685, -0.2141781300306, 0.2053640633821, -0.2093104720116, 0.1593385487795, 0.1326136142015, -0.1977584362030, -0.1059287786484, 0.2510984539986, -0.0714318007231, -0.2617947459221, 0.1643619537354, -0.0528670586646, -0.0636255592108, -0.1677976250648},
{ 0.1454801559448, -0.0448358990252, 0.1028185188770, -0.0794859752059, -0.0710370019078, 0.0962818041444, 0.2348082810640, -0.1367100775242, 0.1569198518991, 0.1357461512089, -0.1942151486874, 0.2065248042345, 0.1123770922422, 0.1556705385447, -0.2477981299162, -0.0763714686036, 0.1999274641275, 0.0241548232734, -0.0774951502681, 0.1892272382975, 0.2135489434004, 0.1401339024305, 0.1804730892181, -0.0646209493279, -0.0192964393646, -0.0296176765114, -0.1764348745346, 0.0247350241989, -0.1930620968342, -0.2219579219818, -0.1081695333123, 0.0508905239403, -0.2146114856005, 0.0950948372483, -0.1905346065760, -0.0858056023717, -0.2256148308516, 0.0711422041059, -0.0980510041118, 0.0818917304277, 0.0161970481277, -0.0622764080763, 0.0926935896277, -0.0737920701504, 0.0266404319555, 0.1556376516819, -0.0779297649860, 0.1524388790131, -0.0917933881283, 0.0328947529197},
{ -0.1613314449787, -0.1138616949320, -0.0031491848640, -0.0163467489183, -0.0888601019979, 0.1413156837225, 0.2356126755476, 0.1102772727609, 0.2399384379387, 0.1120575070381, 0.0493827536702, -0.1428649127483, -0.1860417425632, -0.0811692103744, -0.2336541712284, -0.0525718890131, -0.1046849638224, -0.1312313377857, 0.1739291399717, 0.2142096012831, 0.1537169963121, -0.0816314741969, -0.1196889802814, -0.1186892092228, -0.0593943111598, -0.2343968749046, -0.0098613630980, -0.1626823097467, -0.0145994573832, -0.1768037825823, -0.1693381816149, -0.1597070395947, -0.0535873062909, -0.0621616728604, 0.0174250137061, 0.0827152654529, 0.1350924819708, -0.2259241193533, -0.0075960666873, -0.2188286632299, 0.0040128054097, -0.2384636700153, -0.1389258801937, 0.1569021493196, 0.0434364788234, 0.2009816616774, -0.0455176867545, 0.0650513693690, 0.1851325184107, 0.0794741734862},
{ 0.1505541652441, -0.2262135148048, -0.1430742591619, 0.2004767060280, -0.1196183785796, -0.0020126348827, 0.0974773541093, -0.0096861263737, 0.1978204846382, -0.2173376530409, -0.0898678675294, 0.2344322353601, -0.1402148008347, -0.0026344484650, 0.0408466048539, -0.0594171322882, -0.0362378135324, 0.1827188581228, 0.0859140828252, 0.1625183671713, -0.1847915798426, -0.2082937061787, 0.1247634589672, 0.2236784696579, 0.2090077698231, -0.2356349825859, 0.1744693964720, 0.1276061385870, -0.0559568554163, 0.1353331804276, 0.1035616844893, 0.1704417765141, 0.0006218747003, -0.2593226134777, 0.0997800752521, -0.1024243831635, -0.0694841742516, -0.0555135570467, 0.0439622849226, -0.0847630202770, 0.0235776193440, 0.0834483355284, 0.2178562879562, 0.0046607344411, -0.0845318511128, 0.0964833423495, 0.2319469004869, 0.1515855789185, 0.0336637236178, -0.1855129301548},
{ -0.0767444744706, 0.0385446883738, 0.1951668560505, -0.0035378974862, -0.2088700681925, -0.0059780026786, -0.2081890851259, -0.1353688985109, 0.1510657817125, -0.0761868208647, 0.1297376900911, 0.1948994398117, 0.0158413071185, 0.2033205479383, -0.1411517411470, 0.2234927415848, 0.2211077213287, -0.1060700416565, 0.1574278473854, -0.0746650025249, 0.0429152883589, -0.1035891994834, -0.0154710421339, 0.0659575760365, -0.2526594102383, 0.0252289865166, 0.0612888671458, -0.1164883598685, 0.1854558438063, -0.0304484516382, -0.1795931607485, 0.0289898645133, 0.0260228477418, 0.1516705006361, -0.1927106678486, 0.2232542037964, -0.0287214592099, 0.0386456362903, -0.0361223481596, 0.1355643570423, 0.2170528769493, -0.1465571820736, -0.1893120110035, 0.2370326220989, 0.1428405046463, 0.0180282127112, 0.1386962831020, -0.1771670132875, -0.2268211692572, -0.1737603694201},
{ 0.1081907898188, -0.3059875667095, -0.1393834203482, -0.1299394071102, 0.0682967901230, -0.0342887341976, -0.1399336606264, 0.1721887886524, 0.0800447091460, -0.1220549345016, 0.2357471585274, -0.1077136769891, -0.2357786446810, -0.2050335556269, -0.0266816020012, 0.0642523691058, -0.1469983160496, -0.0404539033771, 0.1002993881702, 0.2711504995823, 0.0795286297798, 0.0295771844685, 0.0561684630811, 0.1817114204168, 0.0897572338581, 0.0016409688396, 0.0128192435950, -0.0010925360257, 0.0195374935865, -0.0838849768043, 0.0887591615319, 0.1538225263357, 0.1688268631697, 0.1371027529240, -0.0070766638964, -0.1798530071974, 0.2657600045204, -0.0006934436387, -0.0573631748557, -0.2624932527542, -0.2432561814785, 0.1997417211533, -0.1273410022259, 0.2420005649328, 0.1228196024895, 0.1927646547556, 0.2392967492342, -0.0794134289026, -0.1030746549368, 0.1160646602511},
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{ 0.1152157858014, -0.0401736013591, 0.1411101371050, -0.2297494560480, -0.1526802480221, 0.1247409880161, -0.0620407387614, -0.1539217829704, 0.1716660559177, -0.1851446181536, 0.0420227237046, 0.1131796836853, -0.0079000694677, 0.1967945545912, 0.1502704620361, 0.2284156829119, -0.1178594455123, 0.0055564632639, -0.1289299726486, -0.2039432823658, 0.0228495374322, -0.2360701411963, 0.0070058107376, 0.0288268420845, 0.2298259288073, 0.0233198832721, 0.0576698109508, -0.0646759197116, 0.0047023445368, 0.0836024507880, 0.0851389616728, -0.0011084956350, -0.1862096488476, -0.0458698645234, -0.0808534994721, 0.2192241698503, -0.0432301051915, -0.1576835364103, 0.0870429500937, 0.0910901576281, 0.0059706196189, -0.0403778739274, -0.1268819719553, 0.1802956163883, 0.0574341937900, 0.0483908727765, 0.1934809535742, 0.1273747086525, -0.0021071329247, -0.0981997922063},
{ -0.0428221635520, -0.0990969166160, 0.0066558020189, 0.2208819538355, -0.1201123595238, 0.0881184414029, 0.1438451409340, -0.1519668996334, 0.1840959340334, 0.1274250596762, -0.1910719126463, -0.0769706889987, 0.2381513267756, -0.1137025058270, 0.0225827172399, 0.1463848501444, -0.0953442975879, -0.0594217516482, 0.0887551605701, -0.1893683969975, 0.1282804161310, 0.0542484708130, 0.0080220745876, 0.2007237821817, -0.0603018030524, 0.1700130999088, 0.1109420061111, -0.1077489778399, 0.2080562263727, -0.0208908095956, 0.1657567620277, -0.0148576004431, 0.1675772666931, 0.0976981818676, -0.1067111864686, 0.2287565022707, -0.0096386466175, -0.0307134222239, 0.1233078986406, 0.0938438177109, 0.1290076971054, -0.0289795920253, -0.0957183465362, 0.0467719845474, -0.0601143799722, 0.1583388894796, -0.1560166478157, -0.1401706784964, -0.0240800417960, -0.0906134694815},
{ 0.0901062786579, 0.2133676409721, 0.1546552330256, 0.0527442805469, 0.1135696321726, -0.1685796678066, 0.0346316508949, 0.0734654217958, -0.0375450067222, -0.2097393274307, -0.0430300310254, -0.0573852695525, 0.1028878837824, 0.0814055651426, 0.0749552771449, 0.2198084294796, -0.1164226308465, -0.0768484994769, 0.1563199013472, 0.1051346287131, 0.0182966869324, 0.2127274870872, 0.0343373417854, -0.2269405871630, -0.0438770540059, 0.2387327402830, -0.1192191690207, -0.0200676247478, -0.1014855057001, 0.0302291046828, -0.1060813292861, -0.0475410297513, 0.0741321370006, 0.1975850015879, -0.0079694790766, -0.0882947668433, 0.0896592214704, -0.1665770560503, 0.1736891269684, 0.1125841066241, 0.1763240844011, 0.0850012004375, -0.0636359155178, 0.1604150980711, 0.1951299607754, -0.2224407941103, -0.1132653951645, 0.1585288792849, -0.2005045264959, -0.0969307571650},
{ 0.0523302145302, -0.1211014240980, 0.0027455997188, -0.0783835127950, 0.2485027164221, 0.1037378683686, 0.2439920306206, 0.0129643473774, -0.1516525745392, -0.1516999304295, 0.1625851988792, -0.2217952460051, -0.0091960094869, 0.1557942628860, -0.0905699357390, 0.1312438398600, 0.0108917225152, 0.0287953428924, -0.2120539993048, 0.0549459643662, -0.2124204039574, -0.1492028236389, 0.2166639119387, 0.1538362354040, 0.0289632771164, 0.0996717736125, -0.1902980506420, -0.1226282194257, -0.0065542757511, 0.1141160055995, 0.1193883195519, 0.1341204345226, -0.1020342111588, -0.0298065617681, 0.1193532571197, -0.2039799392223, 0.1482780724764, 0.0617386698723, -0.2015386372805, 0.0715477839112, 0.2487201392651, -0.1265033036470, -0.0650516748428, 0.2044467926025, -0.0823423415422, -0.1337153315544, 0.0168056935072, 0.1612420231104, -0.1542379111052, 0.0372683666646},
{ -0.2083077579737, 0.0977711528540, 0.1120443046093, -0.2350419312716, -0.0744324997067, -0.1484643667936, 0.1398908793926, -0.0767950415611, 0.1739844977856, -0.0704660788178, -0.0663085877895, -0.1509357988834, -0.0311333369464, -0.0485418401659, -0.1407520622015, -0.0723237395287, 0.2691960632801, -0.1550904661417, -0.1471252888441, 0.1723709702492, 0.1200386732817, -0.1200763285160, -0.0250372160226, 0.2261808365583, -0.2079495638609, 0.2322874069214, 0.1738930046558, 0.1290300339460, 0.0120588690042, 0.0674407184124, -0.1444993764162, -0.2184150218964, 0.1801012605429, -0.0712108835578, 0.1548907756805, -0.0630102902651, 0.0566572658718, -0.1445737630129, -0.1747887581587, 0.2551951408386, -0.2023696601391, 0.0612882412970, -0.1218709871173, -0.1337899863720, -0.0009533035336, 0.0000577490755, -0.0701277628541, 0.1615827232599, -0.0720475390553, -0.1370333284140},
{ 0.1583888977766, 0.0297408495098, 0.0992146953940, -0.1572700887918, 0.0331556424499, -0.0566428378224, -0.1199348345399, 0.1779605299234, 0.2283282279968, -0.2500393092632, 0.2302949130535, -0.1727917343378, -0.1871261447668, 0.1507491320372, 0.2323655188084, -0.0705944821239, -0.1024608239532, -0.0166256483644, 0.0328909456730, -0.1469470113516, 0.0073837772943, -0.0592076666653, 0.0252490602434, 0.2150304019451, -0.1134985759854, -0.2465128898621, -0.1329314410686, -0.0317149385810, -0.0818203389645, 0.1162906512618, -0.0262368023396, -0.2054578959942, 0.1976533234119, 0.1009133309126, 0.0221592001617, 0.1511284559965, 0.1801323294640, 0.1419301331043, -0.0379115529358, 0.0131413731724, 0.1756765991449, 0.0662720054388, -0.0105639463291, 0.1898688524961, -0.2481822222471, -0.1509770601988, -0.1330311447382, -0.0303719285876, -0.1751300692558, 0.2009342759848}};
const float bias_3[50] = { -0.0130289494991, 0.0410040505230, -0.0057735708542, -0.0204817131162, -0.0047187716700, -0.0090830419213, -0.0057723615319, 0.0018272652524, 0.0156013928354, 0.0119929919019, 0.0067992717959, -0.0138936396688, 0.0023920531385, 0.0054211383685, 0.0160442180932, 0.0198005363345, -0.0115977553651, 0.0123786982149, -0.0084338886663, 0.0187823623419, 0.0355233363807, -0.0093303136528, -0.0085037751123, 0.0153513168916, -0.0101661179215, 0.0047539542429, 0.0299761872739, 0.0115229496732, 0.0000000000000, 0.0180094968528, 0.0056604342535, 0.0437204614282, 0.0427581779659, -0.0236989911646, 0.0365806967020, 0.0188281461596, 0.0331974625587, -0.0414233952761, -0.0066996384412, 0.0017137988470, -0.0087960055098, -0.0259217601269, 0.0295371972024, 0.0218122825027, 0.0021985701751, -0.0121625149623, 0.0286976099014, 0.0310597158968, 0.0238631647080, -0.0139765171334};
// Declare the arrays in the stack
const float kernel_4[50][50] =
{{ -0.0575161613524, 0.1628646403551, 0.0450017862022, 0.1844139993191, 0.0629440024495, 0.0577832572162, -0.1245225295424, 0.0842794775963, -0.2120994031429, 0.0539704561234, 0.1567364782095, -0.1073624342680, -0.1742763966322, 0.0789246782660, -0.0551802776754, -0.0303518064320, -0.1549115031958, 0.1946371197701, -0.0730287209153, -0.1944343894720, -0.2363250255585, 0.0425485372543, 0.1186017468572, -0.0639012604952, 0.0886790975928, -0.2093332260847, 0.0463787950575, 0.0491396822035, 0.1795273870230, -0.0162776447833, 0.0960679352283, -0.2163649201393, 0.2131205201149, 0.0319186449051, -0.0547037646174, 0.0284518487751, 0.2075411379337, -0.2222025394440, 0.1532773673534, 0.2299325615168, 0.0405094437301, -0.0816823020577, 0.0888106226921, -0.2573699057102, -0.0784873589873, 0.0309168677777, -0.0004250895872, 0.2043453902006, -0.0608645789325, -0.0004929267452},
{ 0.1257348060608, -0.0695694535971, -0.0540727898479, -0.1267235726118, 0.1885122507811, 0.1250251978636, 0.2468968331814, -0.1478440761566, -0.2998843789101, -0.1414798647165, -0.2200850099325, -0.2606703341007, 0.2355545163155, -0.2051106244326, 0.2700502574444, 0.0720246359706, -0.0035159830004, 0.1862659752369, 0.0432434082031, -0.2445591986179, 0.0072572608478, -0.1633920669556, 0.0971120372415, -0.1679153144360, -0.0716386139393, 0.0362761653960, 0.1869839578867, -0.0158768240362, 0.1989518105984, 0.0971283540130, -0.1872403621674, 0.1463838964701, 0.2344021797180, 0.0382903963327, 0.0963554531336, 0.0444817356765, 0.0485291182995, 0.0666879042983, -0.0043236962520, 0.1798463463783, 0.0946705266833, 0.0270774085075, -0.1357363909483, -0.0606811605394, -0.0425912737846, -0.1375046968460, 0.2673270106316, 0.2908756136894, 0.0403761006892, 0.0880227982998},
{ 0.1964066326618, 0.0913288295269, 0.0725902169943, 0.0255197864026, 0.2193075567484, 0.0235888902098, 0.0175095573068, -0.2215729802847, -0.0981859937310, 0.2134130746126, -0.1033839881420, 0.1140001863241, 0.1811040043831, -0.1879092305899, 0.0499729923904, -0.0765268653631, -0.1935971528292, -0.1944831311703, -0.1563407927752, 0.1929051727057, 0.0003000057768, 0.0595518313348, -0.1806040406227, 0.0245969500393, -0.1911810487509, -0.2350194156170, 0.0150982309133, 0.0545432791114, -0.1815276890993, -0.0206553004682, 0.0715871602297, -0.1655238419771, -0.1662063002586, -0.0296230576932, 0.0801662504673, -0.1855717748404, 0.1107606887817, -0.2202595025301, -0.2221293747425, -0.1488244533539, 0.2137968689203, -0.0168221537024, -0.1230271905661, -0.0978805571795, -0.1203423291445, -0.1022770777345, 0.1266950666904, 0.1704859733582, 0.2433575093746, -0.2360282689333},
{ -0.2196756899357, 0.1283179521561, -0.1933949142694, 0.1933801770210, 0.2344709932804, 0.2054298520088, -0.0459582656622, -0.0379628203809, 0.0474473461509, 0.2156690508127, 0.0412125736475, -0.2130732834339, -0.0888684615493, -0.1831460893154, -0.1275374442339, -0.2072894573212, -0.1442975401878, 0.2351988106966, 0.2460313588381, 0.1851282864809, -0.0458605587482, 0.0970771163702, 0.1345763653517, -0.0446343570948, 0.0646714195609, 0.2361463457346, -0.1931851208210, 0.2670548558235, -0.1763510107994, 0.2736983597279, -0.1615784019232, -0.2232518047094, 0.0679617971182, 0.1661644279957, 0.0676773265004, 0.2372014373541, -0.1902322620153, 0.1858353465796, -0.1980605125427, -0.2237531542778, -0.1204829439521, -0.1129109486938, -0.0256152246147, 0.0247605312616, 0.0657678395510, -0.1675152331591, 0.0088332630694, -0.1275210976601, -0.1214469894767, 0.0334855504334},
{ -0.0473912209272, -0.0015198402107, 0.0428199023008, -0.0544844381511, -0.1276495754719, 0.2426442801952, 0.1904147416353, -0.0672582089901, -0.2198356240988, 0.2319077104330, -0.0329503715038, -0.1883925795555, -0.0487242154777, -0.1205985322595, 0.0700657740235, 0.1146514490247, 0.0294906515628, 0.0109776873142, 0.0150230685249, -0.1576321572065, 0.0561718754470, -0.1656534373760, 0.0831903293729, -0.2508097290993, -0.0029456394259, 0.2256448119879, 0.2455712854862, 0.1807945370674, 0.0283789131790, 0.1034687533975, 0.0333966910839, 0.0919382795691, 0.0357696153224, 0.0568150021136, -0.1051417961717, 0.2055453509092, 0.0916730687022, 0.2325931191444, 0.1360206604004, 0.1325694918633, -0.1145975142717, -0.1230129301548, -0.0364930666983, -0.0242814645171, -0.1844429969788, 0.1019376814365, -0.0812619850039, -0.0074913394637, -0.0053528160788, -0.2043930590153},
{ -0.0834565609694, 0.0348701551557, 0.2163706272840, 0.1006301268935, -0.1009380668402, 0.2256233692169, -0.1472762078047, -0.1208118647337, -0.0342076160014, -0.0143956448883, 0.1303929239511, 0.0304673165083, 0.2040099054575, -0.1313923895359, 0.0981265231967, -0.2268148362637, -0.2112296819687, -0.0011403714307, -0.1220863237977, -0.1725113987923, -0.2140220701694, -0.0793008804321, 0.2628180682659, -0.0707081705332, 0.1984656751156, 0.0415383391082, 0.0126542039216, 0.1212705597281, 0.1928786337376, 0.0364129394293, -0.1240243315697, -0.2467866241932, 0.1336657553911, -0.1246869638562, 0.1359553784132, 0.1914063245058, 0.0900893509388, 0.1164316758513, 0.1941574066877, 0.2075603157282, -0.0633900016546, 0.1932749897242, 0.0185003113002, 0.1319175660610, 0.2357176989317, -0.0663975253701, -0.2323856502771, 0.1175613328815, -0.1197622716427, -0.0000965785439},
{ 0.0089179286733, 0.1665216684341, -0.0908848643303, 0.1648794561625, -0.0303602907807, 0.0939603447914, 0.1775988042355, 0.1858465224504, -0.0043622432277, -0.0164091363549, 0.0557193085551, 0.1568962335587, -0.1765813827515, -0.2334844321012, 0.0204332433641, -0.1147127896547, -0.1706652194262, 0.1402662396431, -0.0064374096692, -0.1815854907036, 0.0520559549332, 0.2298078238964, 0.1638154685497, 0.1764036118984, 0.2328022420406, -0.1572852134705, -0.0788523331285, 0.0987679585814, -0.0234393030405, -0.0631768479943, -0.0132538210601, 0.2226036489010, -0.2350569069386, -0.1159710586071, -0.0631342604756, 0.1224655807018, -0.2246766686440, 0.2192340940237, 0.0283807758242, -0.0734507888556, -0.2539798617363, -0.1981325149536, 0.1114959493279, 0.0737254247069, -0.2204322963953, -0.0443951971829, 0.1709440350533, -0.1302268207073, -0.1209200248122, -0.0489261597395},
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{ 0.1405050754547, 0.1962258815765, -0.0900626480579, 0.1710566133261, 0.0060428818688, 0.0009806572925, 0.2009371966124, -0.1902884095907, -0.2439568936825, -0.1934073418379, -0.0277091711760, 0.1055375710130, 0.0659014359117, 0.0703117027879, -0.0376882217824, -0.1608613729477, -0.2186136245728, -0.1104025244713, 0.0439466871321, 0.1740632206202, 0.0092986915261, 0.1004934906960, 0.2778545916080, -0.0802786946297, 0.0530142672360, -0.0813622325659, -0.0758573263884, 0.0012399762636, 0.0769374147058, -0.0425584875047, -0.0826315879822, 0.2024135589600, 0.1455467492342, 0.0635703578591, 0.1796149015427, 0.1280286312103, -0.1807157993317, 0.1462853550911, -0.1854940354824, -0.0275820232928, -0.1348118931055, 0.0992737114429, -0.2412999421358, 0.1334335356951, -0.2749644219875, 0.0586607865989, -0.2142838835716, 0.0117097571492, -0.0562953203917, 0.1020874157548},
{ 0.1155157834291, 0.1242396533489, 0.0632078275084, -0.0818795934319, -0.2264337390661, -0.1644269078970, -0.0250441338867, 0.1823312938213, 0.0770114958286, 0.0020285032224, 0.1440095156431, 0.1684777736664, -0.0178381428123, -0.0280330404639, -0.1946777254343, 0.0448961555958, -0.0646468773484, 0.0877951756120, 0.1557603031397, -0.0327377915382, -0.1124950796366, 0.1863775402308, 0.1374011337757, 0.1236633658409, 0.2083428651094, 0.1956582814455, 0.0409963391721, 0.1472770869732, -0.1789160072803, 0.1593022048473, -0.0154036656022, 0.2266383469105, 0.0422179177403, 0.1315754055977, 0.1117148324847, -0.1598231494427, 0.0556431263685, -0.2038974910975, -0.0846852511168, -0.0523974709213, -0.0977540686727, -0.0340563543141, 0.2232091724873, -0.0196079146117, -0.1392652988434, -0.0881996527314, 0.1802925616503, -0.0666903182864, -0.1585840880871, 0.1490113884211},
{ -0.0102268643677, -0.1707503646612, 0.2106466144323, -0.0610326640308, -0.0261953417212, -0.1452708840370, 0.1592862010002, 0.2299286872149, 0.0412285625935, 0.2244487553835, -0.0514435954392, 0.1046487614512, 0.1350741982460, -0.0668575391173, 0.2013198137283, 0.1627418100834, 0.1926214247942, -0.1307818889618, -0.1496247798204, -0.0553759485483, -0.0295924879611, -0.1380136311054, 0.1541767716408, 0.1952432096004, -0.1005387157202, 0.2177474200726, 0.1583288311958, 0.1224399283528, -0.2274489402771, -0.0366798043251, -0.0818871259689, 0.2144474238157, 0.0098830284551, 0.0214486885816, -0.0996152386069, 0.0072918604128, 0.1243929639459, -0.1634473055601, 0.1753542274237, 0.1966399997473, 0.1796532422304, -0.0454695820808, 0.0573894120753, 0.1681694835424, -0.0385999158025, 0.1731772124767, -0.0533644817770, 0.0373939499259, -0.0445730946958, -0.1206612214446},
{ -0.1847297102213, 0.2457497715950, -0.1386849880219, -0.1351444423199, -0.1994243860245, 0.1065527051687, -0.1497338563204, 0.2302112877369, -0.1385490596294, -0.1502267867327, -0.0749971047044, 0.0295243356377, -0.0010721402941, 0.0521615557373, 0.0587320998311, -0.0526733770967, 0.1559031009674, 0.0412110760808, -0.2197246700525, -0.1614471673965, 0.2098461240530, -0.0678419098258, 0.1976232975721, 0.1600144803524, -0.1526954174042, -0.0407612472773, -0.0053377216682, 0.2430884391069, 0.1531182527542, -0.2288236171007, 0.1243277490139, -0.0583534426987, -0.1311767548323, -0.0903483629227, -0.0158035848290, -0.1305364817381, 0.0740202739835, -0.2063592374325, -0.0403609946370, -0.0146259618923, -0.0479061380029, 0.1017402037978, 0.1740312874317, -0.0144825158641, -0.2014557719231, 0.1740316599607, -0.0294332932681, 0.0992978587747, 0.1861585676670, 0.1106505468488},
{ -0.0232988335192, -0.0185042638332, -0.0601181983948, -0.0987171754241, -0.1932821720839, 0.1855513006449, 0.0428812615573, 0.1543575972319, 0.0325872525573, 0.0427364259958, -0.0439186170697, -0.2273950278759, -0.1807437539101, 0.1743367910385, -0.2166425138712, -0.1730516999960, -0.0790284052491, -0.0895129814744, -0.2065402269363, 0.0635041147470, -0.0733443200588, -0.0679390281439, 0.0936485826969, -0.1740431487560, -0.0304369125515, 0.1378299146891, -0.2030305862427, 0.1556624323130, 0.1553932130337, 0.1079797223210, -0.1656069010496, -0.1415489912033, -0.1880360394716, 0.0865376964211, -0.1270098388195, 0.0230075884610, 0.0202126074582, -0.0319244675338, -0.0611045472324, -0.0267797838897, -0.0377679876983, 0.1493232995272, 0.1053752899170, 0.0975574329495, -0.0119355572388, 0.1168377995491, -0.0345269516110, -0.0240873675793, -0.0264817271382, -0.1802784949541},
{ -0.1324007064104, 0.0311913173646, 0.1539212316275, 0.1868471354246, -0.0726545080543, 0.0596196800470, 0.2535808682442, -0.1111636310816, 0.1784393340349, 0.2098560631275, -0.2027134746313, 0.1206824928522, 0.0556400753558, 0.1086777672172, -0.0904630050063, 0.1403977274895, -0.1456671953201, -0.0059769828804, -0.0706417486072, 0.0079903453588, -0.1076325252652, 0.0636282637715, -0.1621021032333, 0.2569218277931, -0.2094389498234, 0.0025302672293, 0.1984713077545, 0.1534622311592, -0.0528586022556, -0.2481319904327, 0.0057852892205, -0.1211906298995, -0.2119254320860, -0.1220178157091, -0.0980743467808, 0.0364368781447, 0.2444138228893, 0.2186752110720, -0.1095307618380, 0.0759302228689, -0.0492988713086, -0.1607870757580, -0.1427420079708, 0.0147137986496, 0.0304007027298, -0.0310742948204, -0.0339818894863, -0.0844201594591, -0.1056709662080, 0.1454399973154},
{ -0.1143727079034, 0.2243699133396, 0.0740852802992, -0.0496117733419, -0.0650027170777, 0.1128764003515, -0.1040679961443, 0.1213502064347, 0.1968632638454, 0.1624065637589, 0.1302054375410, 0.0994505584240, -0.2324961423874, 0.0632228702307, -0.2693122923374, 0.1869671940804, 0.0165818650275, -0.1008248403668, -0.1310386955738, 0.0138765126467, 0.0715045407414, -0.0680336281657, -0.0655254051089, 0.1537149697542, -0.0624190978706, 0.0827474966645, -0.0982416942716, 0.1056457534432, 0.0528062470257, -0.1578859239817, -0.2055757790804, 0.2565197348595, -0.0645373687148, 0.1741865575314, -0.0109425708652, -0.1612016260624, 0.0998409837484, 0.0640772655606, 0.0345813706517, 0.0788829401135, 0.2185718864202, 0.0884160697460, -0.0754540339112, -0.1250852942467, 0.0259373579174, 0.2549420595169, 0.2417271882296, -0.1527319103479, 0.2075737118721, 0.1973168700933},
{ 0.2276901751757, -0.0482147298753, -0.1282766759396, -0.0665037557483, -0.0453601852059, -0.0934695303440, 0.0894163027406, -0.1124236807227, -0.0532494373620, -0.0216291695833, -0.2044470161200, 0.2516980171204, 0.0919695943594, -0.1535528302193, 0.1135468557477, -0.2282302230597, 0.1671464443207, -0.0731254518032, 0.1490309685469, -0.0991970896721, 0.0454153567553, 0.0067296470515, -0.1193230822682, -0.1089181900024, 0.0301288757473, 0.1309232562780, 0.0826865062118, -0.1070481315255, 0.2369286417961, -0.0021305980626, -0.1677380353212, 0.1664957702160, 0.0271543804556, 0.1709260940552, -0.1834119558334, 0.2104214876890, -0.0232178680599, -0.2179041504860, -0.2000219672918, 0.0537429340184, 0.0016778090503, -0.2128748297691, 0.0289028082043, -0.0999169275165, -0.1909009367228, 0.1079540625215, -0.1552376896143, 0.1176741421223, -0.2226517200470, 0.0726022496819},
{ 0.2295368760824, -0.1129303425550, 0.1506519615650, 0.1448592841625, -0.1938822418451, -0.0775136202574, -0.0419965684414, -0.2231863886118, -0.1631786376238, -0.2152853310108, -0.1427908688784, 0.2227143347263, -0.0224131140858, -0.1874962300062, -0.1843469887972, 0.2451405674219, 0.1346115469933, -0.1406903266907, 0.1144923642278, 0.0517048388720, 0.0460319928825, 0.1278644949198, 0.0791850984097, 0.1762028485537, -0.1674473881721, -0.0714494213462, -0.0471964851022, -0.2362112700939, 0.1846537441015, 0.0474683791399, 0.0574509836733, -0.1531970947981, -0.1216803789139, -0.1754480451345, -0.2141354829073, -0.2122901678085, 0.1619765311480, 0.0151418587193, -0.1279252022505, 0.2345802187920, -0.1042330935597, 0.1319006830454, 0.1819000095129, 0.1014612168074, 0.1858199983835, 0.1160854548216, -0.0893454626203, 0.1502385735512, -0.1629459261894, 0.1210599467158}};
const float bias_4[50] = { -0.0071640945971, 0.0325768366456, 0.0131818801165, -0.0113362176344, 0.0196035876870, -0.0322945937514, 0.0065606157295, 0.0057952529751, -0.0020700562745, 0.0236085485667, 0.0002532296930, 0.0170714762062, -0.0046551022679, 0.0228948537260, 0.0025297326501, 0.0091687217355, 0.0310160908848, 0.0067565478384, 0.0072659547441, 0.0000000000000, 0.0032703254838, 0.0250614415854, -0.0195806100965, 0.0083916634321, 0.0012347546872, 0.0019859049935, 0.0327941328287, -0.0000083878876, -0.0112126730382, 0.0238305851817, -0.0044384840876, 0.0574486404657, -0.0269161053002, -0.0015648517292, 0.0160580184311, -0.0004557936045, 0.0131262121722, -0.0223573073745, -0.0353878103197, -0.0116404546425, 0.0007048688130, 0.0011482273694, -0.0038376352750, 0.0317762419581, -0.0071529350244, 0.0092524616048, -0.0098239770159, -0.0036469916813, -0.0012447908521, -0.0112815191969};
// Declare the arrays in the stack
const float kernel_5[50][50] =
{{ 0.0965860262513, -0.1485484540462, -0.2098228931427, -0.0935711115599, -0.0521418973804, 0.1247907653451, 0.0882883369923, 0.1314944177866, 0.1206226944923, 0.1646531224251, -0.0724051073194, -0.0080771204084, 0.0010841636686, 0.1020241454244, 0.0802477449179, -0.1441334486008, 0.0821686834097, -0.0824131593108, 0.0587788857520, -0.1732438653708, 0.0991077944636, 0.0572989061475, 0.1628223806620, 0.2138870209455, 0.1392527520657, -0.1945739686489, 0.0726973935962, -0.2161552459002, 0.1713540554047, 0.0890139490366, 0.0592736378312, 0.1514778733253, -0.0341115593910, -0.0988924130797, -0.0240415018052, -0.0573110282421, -0.0409194305539, -0.1704511344433, -0.1849567741156, 0.0070214178413, 0.1058420687914, -0.0035285104532, -0.0872996896505, -0.0562034510076, -0.0587337948382, 0.2242548912764, 0.1922749876976, 0.0234501603991, 0.2050111144781, 0.0070100408047},
{ 0.1840993911028, 0.2316549867392, -0.2445296794176, 0.0251038856804, -0.1227817460895, 0.1437482237816, 0.1519293934107, -0.0040719555691, -0.0881154239178, 0.0664414539933, -0.0737102925777, 0.1273695677519, 0.1236862838268, 0.0425983220339, -0.0433205291629, 0.0982884317636, -0.1458501368761, 0.0603532344103, -0.0142275905237, -0.2104440331459, 0.1179297119379, 0.1109986230731, -0.0549601204693, -0.0406656526029, -0.0367656424642, 0.1331933885813, -0.1157341226935, -0.0771552771330, 0.0310912970454, 0.2107291221619, 0.0087160263211, 0.1723342984915, -0.0997321382165, 0.2336650639772, -0.0708380714059, 0.0020346413366, 0.1191671192646, 0.1755470186472, -0.1073839664459, 0.0507217310369, 0.1085368469357, 0.0734764114022, -0.0223126541823, -0.2482224106789, -0.1311639398336, 0.0013855173020, -0.1476936638355, -0.1397670209408, 0.1984959095716, -0.1471285670996},
{ -0.0270850099623, 0.2329225391150, 0.0544574223459, -0.0553368180990, 0.2288695424795, -0.0961097478867, -0.0096768550575, -0.1297076642513, -0.1615969240665, -0.1446139514446, -0.0973355025053, 0.2196333855391, 0.2000124156475, -0.0250177141279, 0.0825046151876, 0.0377083942294, -0.0113598220050, 0.1804932057858, 0.1083965003490, -0.1293720901012, -0.1395633816719, -0.0832751542330, 0.1895339936018, -0.1840127259493, -0.0912973210216, -0.1916138231754, -0.1617530733347, 0.1818996369839, 0.0695204511285, -0.0164779387414, 0.0797905698419, -0.0465225167572, 0.2178649157286, -0.0996764972806, -0.1726479828358, 0.0837034583092, -0.0687309652567, -0.0243822485209, -0.1274444013834, -0.2235000580549, -0.0505277141929, -0.1126632019877, 0.1616804599762, -0.0912470817566, -0.0514113716781, 0.1390336155891, 0.0219651330262, -0.0620895102620, 0.0870510339737, 0.2409942001104},
{ -0.1380438506603, -0.0151439812034, 0.0970970615745, 0.1633384227753, 0.1847810894251, 0.0471393279731, -0.1991962790489, -0.0350354947150, 0.0402320586145, 0.2141317278147, 0.1560923308134, -0.2239433079958, -0.1284455657005, -0.1148749515414, -0.2160379439592, 0.0440478399396, -0.0522717200220, -0.1920380145311, -0.0616282969713, 0.0782798677683, 0.1475847065449, -0.0001484768873, -0.2119743674994, 0.2215536236763, -0.1330963671207, 0.1173368543386, -0.2192611545324, -0.0402324460447, -0.0176071282476, 0.1567253023386, -0.1748582720757, -0.2416745722294, -0.0197199229151, 0.0412578843534, 0.0296358168125, -0.0859166607261, -0.1160654947162, -0.0480365008116, -0.1593234986067, -0.0446256883442, 0.0156570374966, 0.0224142782390, 0.2301874756813, 0.0724478363991, -0.0239797402173, 0.2203088849783, -0.2407380640507, -0.1328164190054, 0.0964161232114, -0.2095503658056},
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{ -0.1074458658695, -0.1194983869791, 0.1255527138710, 0.2012302428484, 0.1872315406799, -0.0042202114128, -0.1916295588017, 0.1482409238815, 0.0901938006282, 0.0746398866177, -0.2322462946177, 0.1050694882870, 0.0905523374677, 0.2372299879789, 0.0563820153475, 0.2461900413036, -0.1129398271441, -0.0247127953917, -0.0458716414869, -0.2290260493755, 0.2261437773705, -0.0232418943197, 0.0121986502782, 0.0473312027752, -0.1919424384832, 0.2381130158901, -0.2371323257685, 0.1035618111491, -0.1779531389475, -0.1772736012936, -0.0740820914507, 0.0587878935039, 0.0886585563421, -0.0503138303757, -0.0335672348738, 0.1860236674547, 0.1749823093414, -0.0951884835958, 0.0307275243104, -0.1080237552524, -0.2053627073765, -0.2080868482590, -0.1550772041082, -0.1141543835402, -0.2057196497917, -0.0754587352276, -0.2330988347530, -0.2351517528296, -0.0072414861061, -0.1079679504037},
{ 0.2177618145943, 0.0060968734324, -0.0200403090566, -0.0019066849491, 0.0864310786128, -0.2084052562714, -0.0736231952906, 0.0777295902371, -0.0603972896934, -0.0546597726643, -0.0797846391797, 0.2085798680782, -0.1601747870445, 0.2275047749281, 0.0022396622226, -0.1423483639956, -0.0805336460471, -0.1649698317051, 0.0255982950330, -0.2220682799816, 0.0511641129851, -0.0721761360765, 0.2059981524944, 0.0733650252223, 0.0727508887649, -0.0662872046232, -0.1764470189810, -0.2109225094318, 0.0430097430944, -0.1933231651783, -0.1091674193740, -0.1173677518964, -0.1415339559317, -0.0332964994013, 0.0398028269410, -0.2603702843189, 0.0497372858226, -0.0270483829081, -0.0549042038620, 0.1592542231083, 0.0552602484822, 0.0890410542488, 0.2225737422705, 0.0917870327830, 0.1148542016745, -0.1704317182302, 0.0839073732495, -0.1030882224441, -0.0941796228290, 0.0036025380250},
{ -0.2432921826839, -0.0602263025939, -0.0709077045321, 0.0865493640304, -0.1528153717518, 0.1867182254791, 0.2289280444384, 0.0215509552509, 0.1205266192555, -0.0720053315163, 0.0367251150310, 0.1475380957127, -0.1889382600784, -0.2072990685701, -0.1489016264677, 0.0319664888084, -0.1073903143406, -0.1912273913622, 0.1368918865919, 0.1463287025690, 0.2407807111740, -0.0670334324241, -0.1384911090136, -0.0198223888874, -0.2227963358164, -0.1569788306952, -0.0040511670522, -0.1097141802311, 0.0291415005922, -0.0637442544103, 0.1796161085367, -0.2049704492092, 0.2325792312622, -0.0144238695502, 0.0761684253812, -0.2369939684868, 0.1902162432671, 0.2158914506435, -0.2477308213711, -0.1821746230125, 0.0800381451845, -0.1480246931314, -0.2168192565441, -0.2391140758991, 0.0844421684742, -0.1017009839416, -0.0953064560890, -0.1136558577418, 0.0510861203074, 0.1332962512970},
{ -0.0840171575546, -0.1354110091925, -0.0817358419299, 0.1052684262395, 0.1439163386822, 0.1373722255230, -0.0806576311588, 0.1409040689468, -0.1757476776838, -0.1040331497788, 0.0245137549937, -0.0715089961886, 0.2108457535505, 0.1083679571748, 0.0997448042035, -0.0769136697054, 0.1062622517347, -0.1254683434963, 0.1465688496828, -0.0550950914621, 0.1657297462225, -0.0338368676603, -0.1545022875071, -0.2296898663044, 0.1780442297459, -0.1240674778819, 0.0142472498119, -0.2134170979261, 0.2320033907890, -0.1050374731421, 0.1802326589823, -0.0766029953957, -0.1922697424889, 0.0356486178935, -0.1760202348232, 0.2042847722769, -0.1522166430950, -0.1097733527422, -0.0059443968348, -0.2316152900457, -0.2018399834633, 0.2139371484518, 0.1797327101231, -0.1250874102116, 0.2522043883801, 0.1594007611275, 0.2380784451962, 0.0610918663442, 0.1578035354614, 0.1442725211382},
{ 0.0099133420736, -0.1606135517359, 0.1195959001780, -0.1604489386082, -0.1791736334562, -0.0986110046506, 0.2072019129992, 0.2303065359592, 0.0729119703174, 0.0583186857402, 0.0582565404475, 0.1402951180935, 0.0493861287832, -0.0411917120218, -0.1020972505212, -0.2112154513597, 0.1089548096061, 0.0427587926388, 0.1354120671749, -0.0869788527489, -0.1216514110565, -0.0791388079524, -0.1390268802643, -0.1410824060440, -0.1984449923038, -0.2368369698524, 0.0275800023228, -0.0040960432962, -0.0424602702260, 0.2364275902510, 0.1791337728500, -0.1209942325950, -0.0139037808403, 0.0127099687234, 0.0425551086664, -0.0194434616715, 0.1954071521759, 0.1924220174551, 0.2026056945324, -0.0063478997909, 0.0202903300524, 0.1760087609291, 0.0947980508208, 0.0264823660254, -0.1223054751754, 0.1542519181967, 0.1688652485609, -0.0664620548487, 0.2086631208658, -0.0897682830691},
{ -0.2500492334366, 0.2671877741814, -0.2541221380234, -0.1825990080833, 0.1025624200702, -0.1887709647417, 0.0246270652860, 0.2087918072939, -0.0355481244624, -0.1590405255556, -0.2266643345356, 0.1305664777756, -0.0589082911611, 0.1078844219446, 0.1359929591417, 0.1247777193785, -0.2861710190773, -0.1482889354229, 0.1285719424486, -0.0174917280674, -0.0319726094604, -0.0816166996956, -0.0306168496609, 0.2692003250122, -0.1382317095995, 0.1347808837891, -0.1119703054428, 0.0477540530264, 0.2087999284267, 0.2303797602654, -0.2147317677736, -0.0334429740906, -0.2062414437532, -0.1452594250441, 0.1051309630275, -0.1847253888845, 0.0796006470919, -0.1404077261686, 0.0458708740771, -0.1229657307267, -0.0436342582107, -0.0754700973630, 0.0724612399936, 0.1370751261711, -0.0476199537516, 0.2447512000799, 0.1767565310001, -0.0227619614452, 0.2159333527088, 0.1377549767494},
{ 0.1763664931059, 0.2487620711327, 0.0230125319213, -0.1863441616297, 0.1882070451975, 0.1414565294981, -0.1259346008301, 0.0246546752751, -0.2003765702248, -0.1521078646183, -0.0036890727933, 0.1827698945999, -0.1173596680164, 0.1732756495476, -0.2070280611515, -0.2169746160507, 0.1214556321502, -0.1543039083481, 0.1560331135988, 0.2339223474264, 0.1608007848263, 0.0795090422034, 0.0447608418763, 0.0490708127618, 0.0925744548440, -0.2118421643972, 0.0178714934736, -0.1521303057671, 0.1725499182940, -0.1928177177906, -0.0761099830270, -0.0983913317323, 0.1553321480751, -0.0713478848338, -0.1047509163618, -0.1850659549236, 0.1518995910883, -0.0585956424475, -0.1121403798461, 0.0720496028662, -0.1565385460854, 0.0149410255253, 0.0224246531725, 0.0816925168037, 0.2446721494198, 0.2264281958342, 0.2332523316145, -0.1232239305973, 0.2411679625511, 0.1405465453863},
{ -0.0846179127693, 0.0434839613736, 0.1701129674911, 0.0836155265570, 0.2582000494003, -0.0170373693109, 0.2429482936859, -0.1377302855253, -0.1748031377792, 0.0472418889403, -0.0922983810306, 0.0506188981235, 0.2168216854334, 0.1440141052008, 0.2434272468090, 0.2259777188301, 0.0175005160272, -0.1981931328773, -0.2268394380808, -0.0203551054001, 0.0901720598340, -0.1949669867754, 0.0145966866985, -0.1346905678511, 0.1449865698814, 0.0471783243120, 0.0250995233655, 0.0783165991306, -0.2261029928923, -0.1187711060047, 0.1146521791816, -0.2507264912128, -0.1426085084677, 0.1140771880746, 0.2235319465399, 0.2417407929897, 0.1522361189127, 0.1865379959345, 0.1828050613403, -0.0086996974424, 0.0762805491686, -0.2205772846937, -0.2035487890244, -0.0213498491794, -0.1208023950458, 0.0104935672134, 0.2513009607792, 0.0844419449568, 0.0805538147688, 0.1972110420465},
{ 0.1173970997334, 0.0144741917029, 0.1172950193286, -0.1137617081404, -0.2337022870779, 0.0743195116520, -0.1598198711872, -0.0740367919207, 0.1190427765250, 0.2077095061541, 0.0995866730809, 0.2286702245474, -0.1666196286678, -0.2084090560675, 0.1538498252630, 0.0469408147037, -0.1952720433474, 0.1529222726822, 0.0361992120743, 0.2034482508898, 0.1088276281953, -0.2357114255428, -0.0468034781516, 0.0498351790011, 0.1540780067444, 0.1066155582666, -0.1763799339533, -0.0691875591874, -0.0719410032034, 0.1896985471249, -0.0320237316191, -0.1981446743011, 0.1492344290018, 0.0900698900223, -0.0538265965879, 0.0687936395407, -0.1146753206849, -0.0229289382696, 0.2271070480347, -0.0027475159150, -0.0101660229266, -0.1168639734387, -0.1862198263407, 0.1167797222733, -0.1057631596923, -0.2206564098597, 0.2232587337494, -0.1788447052240, 0.1688701659441, -0.1292162686586},
{ -0.1574015468359, 0.0884329155087, 0.1727750599384, -0.1888816356659, 0.0373166278005, -0.1952432394028, -0.1163110435009, -0.0696097090840, -0.1115459874272, 0.1159431934357, -0.1290657222271, -0.1409925967455, -0.1098877117038, -0.0391900874674, -0.0186392702162, -0.1587543785572, -0.1552560776472, 0.0660742893815, 0.0650651305914, 0.1968251913786, -0.1363951414824, 0.1571090966463, 0.1405293941498, -0.2064528316259, 0.0880671814084, 0.2276970744133, 0.1838736385107, 0.0977886170149, -0.2073555588722, -0.1434089690447, -0.1122590601444, -0.2805158197880, 0.0431711189449, 0.2116911411285, 0.1039823070168, 0.2244071811438, 0.0296030919999, 0.0754065513611, 0.1322073042393, -0.1913878619671, -0.1887262612581, -0.1183197349310, 0.2121832370758, 0.1930982321501, -0.1022992134094, 0.1793714761734, 0.0565926283598, -0.2394445538521, -0.1702456921339, 0.0185474995524},
{ -0.2058692872524, -0.0843878909945, 0.2221926897764, -0.2002135515213, 0.0916381925344, 0.2506310939789, 0.0642928928137, -0.0542879849672, -0.0952617898583, -0.0531344823539, 0.0876021161675, -0.2127187401056, 0.1818230748177, 0.0877253636718, -0.0592797547579, -0.0100390799344, -0.0811869949102, 0.0117398528382, -0.0867157280445, -0.0664850473404, -0.2444056570530, -0.0182585604489, -0.2061980068684, 0.2296917289495, -0.1042145341635, 0.2730516791344, -0.1108328998089, -0.1227370873094, 0.0817565545440, 0.1813613623381, 0.1445269435644, -0.2398231923580, -0.0543738864362, -0.0209500323981, -0.0172433555126, -0.0526106581092, 0.1126715466380, -0.0304837934673, -0.0685650482774, -0.1719610989094, 0.1907704025507, -0.1349337846041, 0.2036579400301, -0.1900280416012, -0.2854854762554, 0.1304994970560, -0.1539247930050, -0.0972109064460, -0.0058216378093, -0.2913927733898},
{ -0.1885866224766, 0.2166694551706, 0.1151090562344, 0.2318797260523, -0.2179121077061, 0.1737158447504, -0.1135209053755, 0.0546941384673, -0.0486167632043, 0.1443299353123, 0.2036350816488, -0.1882292032242, -0.1631438732147, -0.1284049600363, 0.2274872660637, 0.1481066644192, 0.0357286557555, 0.1603989005089, -0.2178768068552, -0.1091938912868, -0.0000953698764, -0.0621189996600, 0.1893571317196, -0.1779719442129, 0.1966627240181, -0.2129318863153, 0.2576944828033, -0.0513121262193, -0.0011489829049, -0.2242099344730, 0.0342092625797, -0.0620222054422, -0.1333595514297, -0.0139065347612, -0.1722855269909, -0.1759922057390, -0.0632276535034, 0.2318513840437, 0.1514390707016, -0.1130090281367, -0.0696802213788, 0.0051052793860, -0.0681099593639, 0.2210858911276, 0.1967765241861, 0.1005407869816, 0.1878097206354, -0.0936148166656, -0.1497011035681, -0.2201808840036}};
const float bias_5[50] = { 0.0054062129930, 0.0271989274770, -0.0036816273350, -0.0113117890432, 0.0222268402576, -0.0088219251484, 0.0117204030976, -0.0118903396651, -0.0096517428756, -0.0043000313453, 0.0046775857918, -0.0063642766327, 0.0082956030965, 0.0075520696118, 0.0121567631140, 0.0069487425499, -0.0033845920116, 0.0047462400980, 0.0153744164854, 0.0000000000000, -0.0020687235519, -0.0059717143886, 0.0138395512477, -0.0021836592350, 0.0004234712978, 0.0069633293897, 0.0150966700166, -0.0082960836589, -0.0119026331231, 0.0169145949185, 0.0091727785766, 0.0045945807360, 0.0069677438587, 0.0253921281546, 0.0039787353016, -0.0053099174984, 0.0028291116469, 0.0050935978070, -0.0034341104329, -0.0031787999906, 0.0062611689791, 0.0030962640885, 0.0067016393878, -0.0080919889733, 0.0004634944198, -0.0009541162872, -0.0028522191569, 0.0207130573690, 0.0005383350654, 0.0190793536603};
// Declare the arrays in the stack
const float kernel_6[50][50] =
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const float bias_6[50] = { 0.0039072083309, 0.0000000000000, 0.0105282701552, -0.0113711217418, 0.0350023917854, 0.0060773151927, 0.0163740124553, 0.0058989548124, -0.0014064024435, 0.0038182968274, 0.0005307782558, 0.0083027286455, 0.0052537168376, -0.0030493326485, 0.0102633982897, -0.0027865087613, -0.0113759990782, -0.0029033846222, 0.0044742156751, 0.0008720309706, -0.0020824710373, -0.0027561981697, -0.0011957677780, -0.0020151434001, 0.0249320492148, 0.0079523194581, -0.0010894924635, -0.0087767643854, 0.0150030488148, 0.0178896747530, -0.0025181809906, 0.0068316590041, 0.0067598819733, -0.0034106618259, 0.0019402960315, 0.0118313468993, 0.0081347953528, 0.0121779888868, -0.0024689000566, 0.0000000000000, -0.0030218840111, 0.0051453807391, -0.0064862966537, 0.0000000000000, -0.0073109203950, 0.0077340877615, 0.0068957251497, 0.0071289581247, -0.0046913372353, -0.0074809021316};
// Declare the arrays in the stack
const float kernel_7[50][50] =
{{ 0.2236794829369, 0.2044739127159, 0.1405211091042, -0.1994077712297, 0.0794218108058, 0.1676583886147, 0.1279249638319, -0.1303996592760, -0.2125738412142, 0.1611454188824, -0.1154316961765, -0.2344639599323, 0.1809061914682, -0.0212074182928, -0.0525384582579, -0.1279731392860, -0.0844087749720, 0.1320507973433, 0.1561224162579, -0.0928793847561, -0.0009267426794, 0.0188338533044, 0.1677964478731, 0.1259993463755, 0.0630970597267, 0.0869420468807, -0.0883209407330, 0.0570709146559, -0.0690516084433, 0.0836785361171, 0.1912624686956, -0.1241709738970, 0.0885091945529, 0.0730727538466, -0.0151679795235, 0.0916797220707, 0.0271135643125, -0.0788357481360, 0.0540844276547, 0.1434583216906, 0.1944659650326, -0.1867855340242, -0.2337289303541, -0.0073215756565, 0.0214560180902, 0.0110271619633, -0.0542109422386, -0.2312099337578, 0.2146201282740, 0.1228228211403},
{ -0.0581843107939, 0.1311066895723, -0.0202368497849, -0.1740977466106, -0.0597252547741, -0.0556993633509, 0.1576018482447, -0.2349161356688, -0.0820187330246, 0.2346748262644, 0.0176482349634, -0.0879086405039, -0.1190685778856, 0.0521355420351, 0.2055316418409, 0.1714611500502, 0.1960393935442, 0.0401125997305, -0.2050168216228, 0.1473742574453, 0.0112448185682, -0.1384173184633, 0.0097372680902, 0.0082214325666, -0.2276818454266, 0.1856319457293, -0.0599309951067, 0.0018834769726, 0.0750001221895, -0.1023616194725, -0.1304517984390, 0.1945339590311, -0.0111164599657, 0.1400402039289, 0.1177083104849, -0.2061180174351, -0.0260505378246, 0.0637332051992, -0.0006981790066, -0.1646435260773, 0.2367875128984, 0.1898569613695, 0.2162035256624, -0.2266325056553, 0.1184320598841, -0.1115421652794, 0.1205498427153, 0.2402755469084, -0.0832524895668, 0.1961399167776},
{ -0.0539196170866, 0.1992665231228, -0.0940133556724, 0.1683961302042, -0.0187854040414, 0.1330103576183, -0.2373961955309, -0.2106408476830, -0.0978173837066, -0.0452482625842, 0.1216866523027, 0.2088790982962, -0.2086323648691, 0.1343081891537, 0.0088902935386, -0.0399330966175, -0.0129137653857, 0.1941096931696, 0.0865493491292, -0.0501357316971, -0.1007371544838, -0.0048145432957, -0.0526746958494, -0.2138748466969, 0.0563932657242, -0.1949751228094, -0.1705351471901, -0.1243198812008, 0.0818290933967, 0.1618037223816, 0.2376551479101, -0.2068049460649, -0.0702713280916, 0.0516960732639, 0.1969046741724, -0.0707788467407, 0.2547638714314, 0.0993586704135, 0.0653007104993, 0.1552089303732, 0.1096507981420, 0.0676230713725, -0.0796464532614, 0.0448834672570, -0.0285434275866, -0.0019840812311, -0.1561163067818, -0.0951464921236, -0.0603767782450, 0.1786429435015},
{ -0.1467027515173, 0.1022576540709, 0.2027845531702, -0.2357729673386, 0.1674926877022, -0.0665993019938, -0.2168863713741, 0.0100977299735, 0.2168453931808, 0.0997837483883, 0.0916533842683, -0.2001401185989, -0.1112935245037, 0.0132146691903, -0.1901687234640, -0.0253211613744, 0.1475612372160, 0.2047976404428, 0.1411959528923, -0.1711849570274, 0.1054758802056, -0.1715287417173, -0.2060258090496, 0.0666073262691, 0.0532842352986, 0.1254593431950, -0.1238336339593, -0.2318004071712, -0.0857183933258, -0.2356098443270, -0.2070123255253, -0.1155270263553, 0.0922154784203, 0.1618439108133, 0.0848229527473, -0.2391230165958, 0.1677998155355, -0.0032243554015, 0.0982930287719, 0.1654926836491, -0.0759318619967, -0.0340995453298, -0.1933410167694, 0.0026974487118, 0.1114358752966, 0.2160346060991, -0.0210097804666, 0.2378181666136, 0.1871414929628, -0.0283778477460},
{ -0.0836701244116, 0.1577315777540, 0.0037035378627, 0.0516906268895, 0.2075203210115, -0.0002247891389, 0.0868405178189, 0.0150907430798, 0.0510977208614, 0.0150762284175, -0.1328919827938, -0.0604878924787, -0.1060545593500, 0.2742840349674, 0.0334276072681, 0.0621373653412, -0.0856252089143, -0.2227314412594, 0.2095148563385, -0.0396545082331, 0.1553165614605, 0.0047345235944, 0.0451391190290, 0.1005618348718, 0.0973129272461, -0.0222395025194, 0.2112712711096, -0.0480231866241, -0.0098051661626, 0.0049521764740, 0.2228414118290, 0.1215629875660, -0.1185027435422, 0.2209596186876, -0.1322462856770, -0.2325691580772, 0.1038812398911, -0.2077196687460, 0.2961456477642, 0.0105707943439, 0.0502938702703, -0.0766362175345, -0.2844652533531, 0.1025008857250, 0.1699087470770, 0.1499310880899, -0.1886596232653, 0.1836699694395, -0.0285583045334, 0.1894940733910},
{ -0.1466865539551, -0.1469039320946, 0.1182157248259, -0.1873792707920, -0.1539135724306, -0.1916898190975, -0.2437038719654, 0.2231060564518, 0.0697873383760, -0.0674327239394, -0.1010139882565, 0.1969674080610, -0.1978103369474, -0.0924611911178, 0.1427733153105, -0.1941017210484, -0.0530592948198, -0.1306097358465, 0.1649699658155, -0.0603969842196, 0.0956678017974, 0.1243470981717, -0.2285472750664, 0.0146556403488, -0.1599971354008, -0.0982616916299, -0.2258088886738, 0.0584475882351, 0.0992593616247, 0.1205409467220, -0.0519943125546, -0.2343460768461, 0.1449519246817, -0.0529099442065, 0.2052587717772, 0.0783078595996, 0.1165620088577, -0.1829114556313, -0.0174424219877, -0.2125822454691, -0.1369940340519, 0.0913199186325, -0.0953426361084, -0.1330464631319, -0.0648910105228, -0.0708363056183, 0.2552441358566, -0.0100978910923, -0.0822708159685, -0.1677661985159},
{ -0.0075522558764, -0.2138897925615, 0.2085508555174, -0.0722085759044, -0.0035970110912, -0.0977461412549, 0.1553280204535, 0.1674544066191, -0.0313712470233, -0.0165316183120, 0.2316741496325, 0.1200380697846, -0.0996995642781, 0.0894043669105, 0.2367928028107, 0.2291179597378, 0.0577369146049, -0.1178295835853, -0.0893791988492, 0.0221055299044, 0.1946233063936, -0.0254898313433, 0.1358578652143, -0.0842682048678, -0.0067049344070, -0.0226934589446, 0.0894901901484, 0.1510293632746, -0.0005807267735, -0.0839284881949, 0.1311450302601, -0.0102652925998, 0.2521157860756, -0.1378878653049, -0.1149418950081, -0.1947666704655, 0.1359776258469, -0.1740301847458, 0.2487749904394, -0.1043101474643, -0.1629386991262, 0.2065352946520, 0.2105794101954, -0.1955987215042, 0.2090242058039, -0.2480542659760, -0.1716972738504, -0.0824323743582, -0.0739701986313, -0.1517951935530},
{ -0.1333277374506, 0.1520843952894, 0.1090043261647, 0.1675308942795, -0.0450243279338, 0.1103131398559, 0.1178243160248, 0.1700292676687, -0.1488244533539, 0.2363588809967, -0.2452798038721, 0.0797590017319, -0.0092564411461, -0.1081290543079, 0.1888128966093, 0.1638046950102, 0.0481480732560, -0.1251251250505, -0.0602332614362, 0.2125046998262, 0.0666951313615, 0.1282631903887, -0.1553840339184, -0.0619741976261, 0.0379886738956, -0.1105194985867, -0.1219901666045, -0.1099956184626, 0.1916925162077, -0.1141552776098, -0.0552621297538, 0.0453279800713, -0.2357151657343, -0.1578548550606, 0.2132030576468, -0.1274885386229, -0.1601308584213, -0.2011841088533, 0.1936450600624, 0.0600809305906, 0.0035762770567, 0.0628752037883, 0.1283326447010, -0.2173627167940, 0.2325340360403, -0.2486723810434, 0.1078457385302, 0.0920509845018, -0.1080506518483, 0.1853715181351},
{ 0.2040349543095, -0.1433637440205, 0.2437945157290, 0.2013589739799, 0.2498006820679, -0.0131295127794, 0.2333175390959, 0.0162125136703, 0.1391117125750, 0.0843732804060, -0.0480355359614, -0.1060709059238, -0.0378749631345, 0.1693679392338, -0.0194775164127, 0.2398654818535, 0.0799874961376, -0.0831020101905, 0.2445513457060, -0.0818822979927, -0.0120375296101, -0.0623612850904, -0.1182724535465, -0.1433662623167, -0.2193274050951, -0.0558779649436, 0.0039365887642, 0.1208717152476, -0.2392660975456, -0.1578073054552, 0.0419104881585, 0.1934296935797, -0.0480491109192, 0.1142610386014, 0.1252710372210, -0.0354542732239, 0.0847351774573, 0.1492398381233, 0.0982021689415, -0.0940872207284, -0.2249909341335, -0.0117663862184, -0.0838990211487, 0.0898548588157, -0.2446300387383, 0.1858582496643, 0.2300800979137, -0.1260811686516, 0.0311495680362, -0.1858614534140},
{ 0.1645526736975, -0.2043865174055, 0.0168452300131, 0.2071034312248, -0.0001188410679, 0.1933830529451, -0.1750762909651, 0.0897225961089, -0.1062331646681, 0.0056728092022, -0.1623898297548, 0.1032893881202, 0.0892389342189, 0.0313470847905, 0.2063378691673, 0.0857767164707, 0.1201917976141, 0.1664009988308, 0.2386990189552, 0.1218405514956, -0.2031165510416, -0.1542187929153, 0.0121737867594, 0.0369534790516, -0.0418265275657, 0.1210588961840, -0.0768803060055, -0.0852365717292, -0.0220507122576, 0.0909929275513, -0.1183255389333, 0.1713528782129, 0.2406060695648, -0.0758027806878, 0.2213620096445, -0.2041197121143, -0.1997059434652, 0.0187000278383, 0.1580109596252, 0.0078225787729, -0.1073748990893, 0.1196383684874, 0.0290959142148, 0.2435938566923, -0.1206008270383, -0.0453853420913, -0.1577790528536, -0.1822460591793, -0.0571232214570, -0.1911272406578},
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{ -0.1479291170835, -0.0270249992609, 0.1552026420832, -0.1160192713141, 0.0199317950755, 0.1944602280855, 0.0552083142102, 0.2500176429749, 0.1720163226128, -0.1093358322978, 0.0393117927015, -0.0462682098150, 0.1817123889923, -0.2164301127195, -0.1665841042995, -0.0222164541483, 0.1083019077778, 0.2267902195454, -0.0902179032564, -0.1334824860096, 0.0971008092165, -0.0175642836839, 0.1946839243174, -0.1582843065262, 0.2320699691772, 0.1489758491516, -0.2341364324093, -0.2126660346985, -0.2291250377893, -0.1148187890649, -0.0988899990916, -0.2059476971626, 0.0271603707224, 0.0445603244007, 0.0471325479448, -0.0815145447850, 0.2121370434761, 0.2080207765102, -0.1361566483974, -0.1777774095535, 0.1023758575320, 0.0703317597508, 0.2234149575233, 0.2584643959999, -0.1594230681658, -0.0881616771221, 0.2409879565239, -0.1895366907120, 0.0028891782276, -0.1718442142010},
{ 0.1334599256516, -0.2132904231548, 0.2389056235552, 0.0608003921807, 0.0364128351212, 0.1066436469555, -0.1464473903179, -0.1337678134441, 0.0311064179987, 0.2191423773766, 0.0049776989035, -0.1015391871333, 0.1179550811648, 0.1335484981537, -0.0346726104617, 0.1922048628330, 0.1461417675018, -0.2004405558109, 0.0845609754324, 0.2043423503637, -0.0377648249269, 0.2191702127457, 0.0623079985380, -0.1554978489876, -0.0030722252559, 0.1594017297029, -0.1625756919384, 0.0448454394937, 0.2038087695837, 0.2149232029915, -0.1823897361755, 0.0705609992146, -0.0775083824992, -0.0777171552181, -0.0623952746391, 0.1084088385105, 0.0032044863328, 0.1491750031710, -0.0510518215597, 0.2288150936365, 0.2208739221096, 0.1264622211456, -0.0601636990905, -0.2199267894030, -0.0206991434097, -0.0299923103303, 0.0679358243942, -0.1474306583405, -0.0970727279782, 0.1591201275587},
{ 0.0120682232082, 0.1481185406446, -0.1643156856298, -0.1780816018581, 0.0069767725654, -0.1996078044176, 0.1663866341114, 0.0013650951441, 0.2322985976934, -0.0478574782610, -0.0310861933976, -0.0691626295447, -0.1314383596182, 0.1037229597569, -0.0707597881556, 0.0474058613181, -0.2308862954378, -0.1312854588032, -0.1465709805489, 0.1082533448935, 0.1890708953142, -0.0148054240271, 0.1438809782267, -0.1454909592867, -0.2196808457375, 0.2302524298429, -0.2343624383211, 0.0618115290999, -0.1901762634516, 0.1447224467993, -0.0464847125113, -0.2338540703058, -0.0712746158242, 0.1518878340721, 0.0449009574950, 0.1951328366995, 0.2081728875637, -0.0201326292008, 0.2471108734608, -0.0321784317493, -0.2208195030689, -0.1284356713295, 0.1609294414520, 0.1613928675652, 0.0481895357370, 0.1475804597139, 0.0037221789826, 0.2126448005438, 0.2166913598776, 0.0645695403218}};
const float bias_7[50] = { 0.0081599038094, 0.0030330747832, 0.0095552140847, 0.0064231897704, -0.0007953924360, -0.0317843966186, 0.0008902857080, 0.0076200230978, -0.0089095029980, 0.0003513436823, -0.0028650937602, 0.0072144749574, -0.0035403266083, -0.0028877360746, 0.0072232624516, 0.0109110344201, -0.0035930131562, 0.0087539888918, 0.0001808009547, 0.0000000000000, -0.0019979381468, -0.0045433030464, 0.0000000000000, 0.0056509491988, 0.0115561177954, -0.0035142579582, 0.0000000000000, -0.0049656033516, -0.0031426523346, -0.0001892930741, 0.0039603933692, 0.0008521910058, -0.0056237680838, 0.0060808123089, 0.0048946249299, -0.0029291124083, 0.0060589276254, -0.0114135211334, 0.0034540733323, 0.0019778769929, -0.0025311878417, 0.0073127583601, 0.0010952866869, 0.0033590453677, 0.0000000000000, -0.0126828402281, 0.0073467022739, 0.0000000000000, 0.0181938279420, 0.0027262114454};
// Declare the arrays in the stack
const float kernel_8[50][50] =
{{ 0.1640320569277, 0.0679907724261, 0.0565801896155, -0.1025021821260, -0.1920662969351, 0.2293207794428, 0.2445242404938, 0.1326287984848, 0.1141390502453, -0.1406998783350, 0.0389956645668, 0.0407091602683, 0.0614685751498, -0.1140764504671, -0.0337870195508, -0.1450805217028, 0.0155150955543, -0.1129997447133, -0.2190005332232, 0.2008644640446, 0.2263240516186, 0.2436939924955, 0.1683973670006, 0.0338087491691, -0.0426319278777, 0.0397656410933, 0.1216891184449, -0.0473456904292, -0.1761838942766, -0.0589914992452, -0.2302977740765, -0.0081629473716, 0.0297179259360, 0.1260642260313, 0.1286517083645, 0.0959820076823, -0.0701432526112, 0.1855031102896, 0.2285398095846, 0.1921237111092, -0.0728390067816, 0.2324148863554, 0.1823383271694, -0.0120867388323, 0.1089958176017, 0.0130029069260, 0.1681319475174, 0.1594690978527, -0.1329809725285, 0.1644927859306},
{ 0.1968575865030, -0.0191427338868, 0.0736829265952, 0.1186823174357, 0.1268420666456, -0.1102537885308, 0.0578471235931, -0.2325708717108, 0.2028772830963, 0.1675840318203, -0.1275794208050, 0.0725092440844, 0.1276541352272, -0.2296026945114, 0.0999073386192, 0.0556126795709, -0.0938579142094, -0.1254861801863, -0.0838968306780, -0.0604351125658, 0.1492707878351, -0.0472513586283, -0.2376943379641, -0.1550201475620, 0.0356481671333, -0.0160446912050, 0.1664064377546, 0.1042282357812, -0.1957802474499, 0.1128610000014, -0.1420128792524, 0.1182415485382, 0.1110826805234, 0.1386393308640, 0.0969310328364, 0.2567893564701, 0.1155711561441, 0.2054122388363, 0.0315939337015, 0.1755836308002, -0.0421701669693, 0.2141783982515, -0.0581382550299, 0.1718728244305, -0.2298925220966, 0.1534344106913, 0.0226436592638, -0.0363584496081, -0.1137017831206, -0.2512737810612},
{ -0.1860414892435, 0.2272477149963, 0.1378181278706, 0.0397320166230, 0.2372458875179, 0.1938661336899, 0.2106287777424, 0.0504864938557, -0.2020307332277, -0.0131906075403, 0.1310654729605, 0.1095763221383, 0.1494184136391, 0.0854746252298, 0.2246770560741, -0.1113413870335, 0.0345644727349, 0.0355474613607, 0.0827276781201, -0.0356300175190, -0.2100441008806, 0.0008648085641, 0.1444055587053, 0.1181084960699, 0.0143469562754, 0.2000897079706, -0.1905307620764, 0.2332903146744, 0.1240653693676, 0.1475309133530, 0.1828695833683, 0.0738970488310, 0.1796165555716, -0.0670263096690, -0.2350086569786, -0.0563953556120, -0.0936540141702, -0.2041176408529, -0.1120619922876, 0.1329770535231, 0.1969087719917, 0.1015533953905, -0.1574502140284, -0.1200627461076, 0.2024752944708, -0.1208087801933, 0.0500566884875, 0.0835554972291, 0.0178454462439, 0.0522645749152},
{ -0.0467283651233, -0.1913879662752, 0.0404849387705, 0.0876340866089, 0.0515678934753, 0.0319549143314, -0.1183425486088, 0.1782817244530, -0.1156441047788, 0.0405608713627, 0.2274984270334, 0.2210675776005, 0.2336683571339, -0.1494340300560, -0.0325396955013, -0.2149838060141, 0.0458938404918, 0.1019471809268, -0.1865040063858, 0.2225378602743, -0.1879789680243, -0.0363527685404, -0.0661044269800, -0.0984595045447, 0.0886145830154, 0.2153819650412, 0.2261565625668, -0.1282764822245, -0.0385839641094, 0.1283833384514, -0.1042876020074, -0.2258392721415, 0.1420142650604, -0.0418190769851, 0.0024860859849, 0.1332750916481, 0.2185168415308, 0.1051992997527, 0.1249080598354, -0.0899313613772, -0.1520897001028, -0.1916998326778, -0.2379256486893, 0.0555977821350, 0.0738902911544, -0.1056535616517, -0.0951796993613, 0.0084356535226, 0.0148710161448, -0.1776444017887},
{ 0.1366083174944, -0.1489599943161, -0.1195149943233, 0.0629556700587, 0.0053712474182, -0.0430006384850, -0.1472718119621, 0.2181215137243, -0.1158609837294, -0.1846715658903, -0.1377518624067, 0.2313589155674, -0.2385050356388, -0.0134227424860, -0.2462456971407, 0.0304952375591, 0.1848388463259, -0.1318565160036, 0.1653551459312, 0.1087655648589, -0.1459981650114, 0.1734194457531, -0.1614197343588, 0.1386869400740, -0.1949674040079, -0.1266076564789, 0.0940415635705, 0.1314960420132, -0.1812915951014, -0.2112826853991, 0.2324286252260, 0.1316556185484, -0.1812590658665, 0.0522910989821, 0.0811368152499, -0.2340462952852, -0.1696940362453, -0.0522305257618, -0.2228564321995, 0.1851687729359, 0.0016042120988, 0.0306508149952, 0.1725113689899, -0.1897915303707, -0.0360335186124, 0.1678037047386, 0.0338926687837, -0.0548407956958, 0.1038281545043, 0.2082220613956},
{ 0.1814206987619, 0.0958173424006, 0.0927523598075, -0.0428130775690, -0.1804203242064, 0.0083141690120, -0.1022705733776, -0.1401922255754, -0.1775267124176, 0.1642891615629, 0.2752378880978, -0.1512214839458, 0.2598720192909, 0.1174306124449, -0.0569285713136, -0.1430983990431, 0.1594812124968, 0.1334000825882, 0.1231753900647, 0.2809073328972, 0.2776059508324, -0.0137441288680, 0.1614784896374, 0.1611120402813, -0.1207572817802, -0.0215093344450, -0.2484232783318, -0.1708428412676, 0.0035772062838, 0.2265773266554, -0.1850839704275, -0.0596381016076, 0.1053517311811, 0.1649406403303, 0.2962937057018, -0.1743718385696, -0.1291346698999, -0.1844572424889, -0.0120527688414, -0.2321284115314, -0.0564010664821, -0.1683030575514, 0.2757009863853, 0.0403768792748, 0.2724775373936, 0.1280314624310, -0.0896125361323, -0.0178799629211, 0.0248048231006, -0.1365515440702},
{ -0.0287844799459, -0.1289075314999, -0.0748352780938, -0.1658673435450, -0.1991370022297, -0.2308945506811, 0.1602394431829, 0.1826812028885, -0.2313752621412, 0.2231448292732, 0.0444348044693, -0.1510558873415, 0.0906713753939, -0.0143150985241, -0.0744686797261, 0.1943026185036, 0.1756392717361, 0.0385608524084, 0.1037750244141, 0.1053503975272, 0.0378480553627, 0.0332261361182, 0.2131862342358, 0.2357483953238, 0.1296095103025, 0.1263026148081, 0.1984867006540, -0.0697949007154, -0.0686018466949, -0.1503664553165, 0.1307978332043, -0.1753476560116, 0.0390621721745, -0.0810883790255, 0.0117802005261, 0.1343771219254, -0.1069347932935, 0.1550427377224, 0.1064416989684, -0.2094061523676, 0.0782702788711, -0.1308419555426, 0.1311834156513, 0.2216815948486, 0.2034915387630, -0.2543548941612, -0.1759252101183, -0.2138044983149, -0.1229054555297, 0.1989981234074},
{ 0.1674298495054, 0.0668151155114, -0.0812264308333, -0.0079362960532, 0.2766455113888, 0.0133383404464, 0.0121877938509, -0.2085698246956, -0.1096124500036, 0.2564982175827, 0.2660180628300, -0.0806069597602, -0.0771145075560, -0.0614361464977, -0.2208970338106, -0.0805289745331, 0.0907448902726, 0.1259797513485, 0.0012715972262, -0.0950692445040, 0.2272559702396, -0.1449780166149, -0.2372084408998, -0.0852386802435, -0.2171450257301, 0.0736463814974, 0.1359830945730, -0.0369170978665, -0.0443348772824, 0.2169654816389, 0.0540724694729, 0.2249882519245, 0.2282141149044, 0.1217395439744, 0.2315080165863, 0.1791381537914, 0.0609141662717, -0.1263825595379, -0.1194217577577, -0.0968484655023, -0.1237530484796, 0.1568750143051, 0.1358379274607, 0.0377445183694, -0.0525665283203, -0.1371644735336, -0.0125581957400, 0.1557952165604, -0.0826194360852, 0.0358366034925},
{ -0.2272809296846, -0.1596391648054, 0.0817450359464, 0.0798540040851, -0.2428297698498, 0.2358310520649, -0.0474503971636, -0.1345491260290, -0.1163495555520, -0.2223114520311, 0.1301569044590, -0.0010513919406, 0.0149808852002, 0.2049464434385, -0.0422830544412, -0.0848934501410, 0.0766425281763, -0.1441828608513, -0.2067892700434, -0.0992356687784, 0.1504320353270, -0.0007189217722, 0.1950993686914, 0.0101855136454, -0.2280155718327, 0.2126424461603, -0.2323779165745, 0.1066644415259, 0.0500565692782, 0.1094560623169, 0.1161876320839, 0.0079338001087, 0.2231651097536, -0.0687388703227, -0.0738741308451, -0.2028441429138, -0.1001085266471, 0.1137299239635, -0.1999361664057, -0.1256632357836, 0.2009850591421, -0.1116041392088, -0.0130086839199, 0.0692295357585, -0.1622469425201, 0.1626576036215, -0.2163859009743, 0.1519791930914, 0.0017900451785, 0.1662914007902},
{ -0.1937438845634, 0.2105579674244, 0.0268545001745, -0.0537936910987, 0.1217073798180, 0.2410014569759, -0.0046973298304, -0.1660304963589, 0.0827456712723, 0.1446360647678, 0.2264109849930, -0.0459452755749, -0.1536518782377, -0.0255551338196, 0.1482833325863, -0.0309265423566, 0.1713246703148, -0.0142945609987, -0.1578021943569, 0.1058555543423, -0.0852616354823, -0.0820078179240, -0.0616356655955, 0.0272891782224, 0.0901863798499, 0.0650815516710, -0.2090098708868, -0.1275694966316, 0.1606243252754, -0.0819958224893, 0.0081293899566, 0.0458268523216, 0.1246408522129, 0.1139673218131, 0.0891053751111, 0.1738076806068, 0.1353510618210, 0.2349829971790, 0.1812947094440, -0.0160192903131, 0.2061211615801, -0.2187258601189, 0.0243669096380, 0.1793369948864, 0.1857959479094, -0.1491117775440, -0.1998126208782, 0.1933412104845, 0.2137164026499, 0.1052788496017},
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{ -0.0662686079741, 0.0572895556688, -0.0272391587496, -0.1218378618360, 0.1641669422388, 0.1801387220621, 0.1838553398848, 0.0482890456915, -0.1526385843754, -0.0503046363592, -0.0552886426449, -0.2024294584990, -0.1005508005619, 0.2420401126146, -0.0658538490534, 0.1033804863691, -0.2225916683674, 0.2102559953928, -0.2409561872482, -0.1745648235083, 0.0995637923479, 0.0910228937864, 0.0864862352610, 0.0930338054895, 0.0463738888502, -0.0312128514051, 0.2294303625822, 0.0370004326105, -0.2190190255642, -0.2298817336559, 0.1047442406416, -0.2374514639378, 0.0797939747572, 0.0690786093473, -0.1128746271133, -0.1383668631315, 0.0471223443747, 0.1126076728106, 0.2352624386549, -0.1799287199974, 0.0864239782095, -0.1524052023888, -0.1350644975901, 0.0819745808840, 0.1947661489248, 0.2252185791731, 0.1498696357012, -0.0585556179285, 0.2097229212523, -0.1711531877518},
{ 0.1006785109639, 0.0824694633484, 0.1859469264746, 0.2132222801447, -0.0441357269883, -0.0577328950167, -0.0292641315609, 0.2228772044182, 0.1175246611238, -0.0412156507373, 0.0286914724857, 0.1510902941227, -0.2226821482182, 0.2067358940840, -0.2088254243135, 0.2200938761234, 0.1810769140720, -0.0719928070903, 0.0056750504300, -0.2288370579481, 0.1602735072374, -0.0116347204894, 0.1489607393742, 0.0558151490986, 0.1453955471516, -0.2206130027771, -0.0504279993474, 0.2132606208324, -0.0056598992087, 0.0072300466709, -0.1909580975771, -0.1378847658634, -0.0696090385318, -0.1759156584740, -0.2153600901365, 0.0694725736976, -0.2392351925373, -0.1889625489712, -0.1477658152580, -0.0403033420444, -0.1629046201706, -0.0731499418616, 0.0694074183702, 0.1993360966444, 0.0788234323263, -0.0928095951676, 0.2022547423840, -0.1463827341795, 0.0850768536329, 0.0013682324206},
{ 0.1872335374355, 0.1494789272547, 0.1603029370308, -0.0025149069261, -0.1949269473553, 0.1182760372758, 0.1430663913488, -0.2480953037739, 0.2565425932407, -0.1368263214827, 0.1860155165195, 0.0972129255533, -0.1972145736217, 0.0227648764849, 0.0815235897899, -0.1614442169666, -0.1265118718147, 0.2524686455727, -0.0615798979998, 0.0970978885889, 0.0761336982250, 0.0303021930158, -0.0356260687113, 0.2367425411940, 0.0465755499899, -0.2038225382566, -0.1148569583893, 0.2610684037209, 0.1379608660936, 0.0721697211266, -0.0508994422853, -0.0525352358818, -0.1364473998547, -0.0573236420751, -0.1180643364787, 0.0586861558259, 0.1324944049120, 0.2322915047407, -0.1002454385161, 0.0419059135020, -0.0573271475732, 0.0776179879904, -0.0857340693474, -0.0910773351789, 0.1961357891560, 0.0565725117922, 0.0700816288590, 0.0251053348184, 0.0285270288587, 0.0248410794884},
{ 0.2356622666121, -0.2003557831049, 0.0009105205536, 0.2368246465921, -0.1870787441730, -0.2394844442606, 0.1527067273855, 0.1877917498350, -0.0918065756559, -0.1685325354338, 0.0579385012388, 0.1416439563036, 0.0071182996035, 0.1529246121645, 0.1423033326864, -0.1805841028690, -0.0775213092566, -0.2128102481365, -0.1430336385965, -0.2185917645693, 0.0638766437769, -0.1204137131572, 0.1995613127947, -0.1879625767469, -0.1967845410109, -0.2252678573132, -0.2086769640446, 0.1277873367071, 0.0424032360315, -0.0406366884708, 0.2335562855005, -0.0919244289398, 0.1379825919867, -0.2235584855080, 0.0056731253862, 0.1887373775244, 0.2107515186071, -0.1015681326389, 0.1290427893400, 0.2387634962797, -0.0769009888172, -0.2448055297136, 0.2062251418829, -0.0961280912161, 0.0537053495646, 0.0015116930008, -0.0254735499620, 0.0729305297136, -0.0376031845808, 0.0237111300230},
{ -0.0438341200352, -0.0624697096646, -0.1137124598026, -0.1206257939339, 0.2217465788126, -0.0313385315239, -0.0901495665312, 0.0751923918724, -0.1326332241297, -0.0637665241957, 0.0874208360910, 0.0861011743546, 0.1787436455488, 0.0765204578638, -0.0632425621152, -0.0355812981725, 0.1055635064840, 0.1397999525070, -0.0791569203138, -0.1361171305180, 0.1651167422533, -0.0092968195677, 0.0626170262694, 0.0700251758099, -0.1396732926369, 0.0389322787523, 0.1987833827734, -0.0936212614179, -0.0909245461226, -0.0996929779649, 0.1826748102903, -0.1020998209715, 0.0185047667474, -0.2052495330572, -0.1185643076897, 0.1309413164854, 0.0365872979164, 0.1544450670481, -0.1505266577005, -0.0081611648202, 0.0092389518395, -0.1269731968641, -0.1981830596924, 0.0683892667294, 0.1186943054199, -0.2240879833698, 0.1225590631366, -0.0315234474838, -0.1071489527822, 0.0531146489084},
{ -0.0482484623790, 0.0004276950494, -0.2493796199560, -0.0618184953928, -0.1453893780708, -0.0488945320249, -0.2065844237804, -0.0908995866776, -0.1797615587711, 0.0120758721605, 0.0771490558982, 0.1744871139526, 0.0447157099843, 0.0273612290621, -0.2121917456388, 0.0210631098598, 0.1497524529696, -0.1945219784975, 0.1814114004374, -0.0700818523765, -0.1520311534405, -0.1490502208471, 0.0703931823373, -0.0602771528065, -0.0445691794157, 0.0968820899725, 0.0642558336258, 0.0109426807612, -0.2009540051222, 0.2074836939573, 0.1966438889503, -0.2209089845419, -0.0848782733083, -0.0265820026398, -0.0883839502931, -0.1541876643896, -0.0633224397898, 0.1941869109869, 0.2232342809439, 0.2348431795835, -0.1449159532785, 0.0538010597229, 0.0955679640174, 0.1544822305441, -0.1310621649027, 0.1548054367304, 0.0595269910991, -0.2538865208626, 0.1992614567280, 0.0776801258326}};
const float bias_8[50] = { 0.0048120860010, 0.0054139541462, 0.0155349615961, 0.0034081500489, 0.0431013926864, 0.0135459266603, 0.0049055404961, 0.0000132509485, 0.0098794866353, -0.0003430693469, 0.0113042313606, 0.0020140530542, 0.0049407435581, 0.0000000000000, -0.0087482696399, -0.0098067838699, -0.0026169216726, 0.0064789620228, -0.0108586214483, 0.0049804686569, 0.0047217141837, 0.0051983967423, -0.0031775601674, 0.0063108545728, -0.0031553895678, 0.0000000000000, 0.0090320715681, 0.0342581160367, 0.0052223615348, 0.0032424556557, 0.0163223296404, -0.0050181630068, -0.0051050372422, -0.0046227560379, 0.0062338192947, 0.0102031603456, -0.0136273689568, -0.0023941111285, 0.0151858916506, -0.0048605529591, 0.0027380033862, 0.0050920587964, 0.0035041398369, 0.0021346698049, 0.0060391649604, -0.0106378206983, -0.0032959789969, -0.0084811151028, -0.0122591434047, -0.0051642190665};
// Declare the arrays in the stack
const float kernel_9[50][2] =
{{ -0.1771425306797, -0.0826733186841},
{ -0.3329505324364, 0.2842782139778},
{ -0.3008005023003, -0.1496539860964},
{ -0.1184343695641, -0.0603519454598},
{ -0.1793907731771, -0.3605158030987},
{ -0.0305267404765, 0.2173274010420},
{ 0.0050848638639, 0.0561033599079},
{ 0.3167251646519, 0.0271891467273},
{ -0.1807364374399, 0.0271016489714},
{ 0.1219895407557, 0.0310301631689},
{ 0.1525020003319, 0.3126830160618},
{ -0.2499688267708, 0.0840950086713},
{ -0.2375004738569, -0.0222671832889},
{ 0.0198687314987, 0.3099788427353},
{ 0.1422393321991, 0.0447019636631},
{ 0.1408116668463, -0.1616338640451},
{ 0.3044226467609, -0.1463235318661},
{ 0.2670642435551, 0.3497536480427},
{ -0.3211793005466, -0.1222320497036},
{ 0.0098230792210, 0.2608715593815},
{ 0.1826321780682, 0.2806879580021},
{ 0.0344744734466, 0.1701073199511},
{ 0.3335003554821, 0.3079162538052},
{ -0.1311320662498, -0.1450931280851},
{ 0.0934652984142, 0.0762564837933},
{ 0.1783773899078, 0.2748340368271},
{ -0.1453829258680, -0.2752346694469},
{ -0.2076956629753, -0.3856981098652},
{ -0.0119512574747, 0.0352133512497},
{ -0.1922214478254, 0.0075305528007},
{ 0.2026022970676, -0.3363171219826},
{ 0.3307321071625, -0.0877994596958},
{ 0.2499919384718, 0.1240651533008},
{ 0.1246006488800, -0.2373854070902},
{ -0.2684094309807, 0.2125037610531},
{ -0.2402888983488, 0.1053949892521},
{ -0.0688743665814, -0.2288330197334},
{ 0.2943975925446, -0.3096673786640},
{ -0.3656430840492, -0.1133503019810},
{ 0.0374772585928, -0.0707918182015},
{ 0.0956365391612, -0.0786384046078},
{ -0.2246337682009, 0.0681746080518},
{ -0.0247613061219, 0.1596394926310},
{ -0.0057936105877, 0.2126872837543},
{ -0.0180662050843, 0.0540058836341},
{ 0.0763465240598, -0.1429665088654},
{ 0.3358961939812, 0.0774133577943},
{ 0.0352287702262, -0.0215210597962},
{ 0.1656830459833, 0.0426999405026},
{ 0.3239065706730, 0.1368789225817}};
const float bias_9[2] = { -0.0050702556036, 0.0050702556036};
float buffer_in[100];
float buffer_out[100];
unsigned int i,j,c;
float mean[100] = { -0.0164222829044, 0.0102546559647, 0.0072140931152, -0.0138882352039, 153.6172790527344, 76.7880249023438, -0.0011981150601, -0.0067000063136, 0.0029236304108, -0.0148961180821, 109.2724914550781, 49.0783348083496, 0.9823611974716, 0.0018856993411, -0.0036161919124, 0.9696856737137, 4.3590426445007, 1.2099285125732, 1.8954231739044, 2.2837750911713, 1.7038753032684, 2.3836729526520, 1.7801452875137, 1.6390010118484, 1.7980847358704, 1.7670555114746, 2.3674695491791, 2.4876394271851, 1.4513953924179, 1.4603043794632, 1.4930026531219, 3.6244242191315, 3.6480870246887, 3.3103601932526, 3.6706287860870, 2.3188223838806, 500.5550842285156,1328.4683837890625, 69.8170394897461, 262.5630798339844, 438.3356628417969, 374.0866699218750, 272.9444580078125, 260.4317932128906, 191.8518676757812, 286.1791381835938,1008.1212158203125, 156.0964355468750, 106.5668716430664, 69.5622406005859, 0.0460905358195, 158.1986694335938, 106.2821884155273, 89.9850387573242, 105.7655639648438, 148.2747955322266, -0.0029478115030};
float sigma[100] = { 2.1902067661285, 2.7098431587219, 1.8077154159546, 1.8054223060608, 106.5493011474609, 52.4207420349121, 1.2055921554565, 1.2386267185211, 1.8214229345322, 1.8188443183899, 73.6506576538086, 34.1304359436035, 3.3200662136078, 1.4126824140549, 1.4619686603546, 0.7499161362648, 1.2099194526672, 0.8896604776382, 0.8804154992104, 0.7396875619888, 0.8850412368774, 0.7147072553635, 0.8779267668724, 0.9008793234825, 0.8755856752396, 0.8393121957779, 0.7095899581909, 0.6776303648949, 0.9329835772514, 0.9418869614601, 0.9033926725388, 1.1476683616638, 1.4385030269623, 1.4009497165680, 1.4740453958511, 0.8398902416229, 252.3347015380859, 794.4755249023438, 67.8539581298828, 153.7243041992188, 343.1187438964844, 309.5716552734375, 226.0098724365234, 221.7065887451172, 184.2548370361328, 156.3280029296875, 743.6937255859375, 123.3033752441406, 93.6185150146484, 47.8874969482422, 1.8074268102646, 111.6415939331055, 64.9165344238281, 70.6187667846680, 71.8945159912109, 107.4684753417969, 0.9864796996117};
// Load the input in the buffer
for (c = 0; c < 64; ++c)
buffer_in[c] = (img[c]-mean[c])/sigma[c];
// Processing layer 0
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_0[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 57; ++i)
buffer_out[c] += buffer_in[i] * kernel_0[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_0(buffer_out[c], norma_VBS);
// Processing layer 1
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_1[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_1[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_1(buffer_out[c], norma_VBS);
// Processing layer 2
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_2[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_2[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_2(buffer_out[c], norma_VBS);
// Processing layer 3
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_3[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_3[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_3(buffer_out[c], norma_VBS);
// Processing layer 4
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_4[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_4[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_4(buffer_out[c], norma_VBS);
// Processing layer 5
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_5[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_5[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_5(buffer_out[c], norma_VBS);
// Processing layer 6
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_6[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_6[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_6(buffer_out[c], norma_VBS);
// Processing layer 7
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_7[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_7[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_7(buffer_out[c], norma_VBS);
// Processing layer 8
for (c = 0; c < 50; ++c )
buffer_out[c] = bias_8[c];
for (c = 0; c < 50; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_8[i][c];
norma_VBS = 0;
// Prepares for next layer
for (c = 0; c < 50; ++c )
buffer_in[c] = activation_VBS_8(buffer_out[c], norma_VBS);
// Processing layer 9
for (c = 0; c < 2; ++c )
buffer_out[c] = bias_9[c];
for (c = 0; c < 2; ++c )
for (i = 0; i < 50; ++i)
buffer_out[c] += buffer_in[i] * kernel_9[i][c];
norma_VBS = 0;
for(c=0;c<2;++c)
norma_VBS+=exp(buffer_out[c]);
// Prepares for next layer
for (c = 0; c < 2; ++c )
buffer_in[c] = activation_VBS_9(buffer_out[c], norma_VBS);
//i = 0;
//for (c = 0; c < 2; ++c)
// if (buffer_in[c] > buffer_in[i])
// i = c;
if (flag==0) //vbf
return buffer_in[0];
else if (flag==1) //bkg
return buffer_in[1];
//return i;
}