schihei/mixed-precision-neural-networks-on-risc-v-cores
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alexmr09
2024-07-19 13:30:31 +03:00
commit 08fb8ef728
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inference_codes/uci_fann_net/optimized/Makefile
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# Copyright lowRISC contributors.
# Licensed under the Apache License, Version 2.0, see LICENSE for details.
# SPDX-License-Identifier: Apache-2.0
#
# Generate a baremetal application
# Name of the program $(PROGRAM).c will be added as a source file
PROGRAM = uci_fann_net
PROGRAM_DIR := $(shell dirname $(realpath $(lastword $(MAKEFILE_LIST))))
# Any extra source files to include in the build. Use the upper case .S
# extension for assembly files
EXTRA_SRCS :=
include ${PROGRAM_DIR}/../../common/common.mk
inference_codes/uci_fann_net/optimized/ibex_inputs.h
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#ifndef MLP_INPUTS_H
#define MLP_INPUTS_H
static const int input[1][19] = {
{523662427, 1013651050, 689871224, 2286044796, 3181088286, 1513636718, 2257746352, 1199068429, 1729265552, 945313578, 1310679407, 2089172607, 1829261730, 1702765097, 1096028744, 1347065702, 1922839637, 946153075, 472794059}
};
#endif /* IBEX_MLP_INPUTS_H */
inference_codes/uci_fann_net/optimized/ibex_mlp_params.h
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#ifndef IBEX_MLP_PARAMS_H
#define IBEX_MLP_PARAMS_H
#define MV1 1212696648
#define MV2 1347440720
#define MV3 1077952576
#define MV4 1212696648
#define SV1 1217471041
#define SV2 1352745601
#define SV3 1217471041
#define SV4 1217471041
static const int SB1[75] = {
134217731, 3, 3, 3, 1048579, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 1048579, 3, 3, 3, 3, 3, 3, 3, 67, 134217731, 3, 3, 3, 67, 3, 8195, 3, 1048579, 1048643, 3, 3, 3, 3, 67, 3, 67, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 67, 3, 3, 3, 3, 67, 3, 1048579, 67, 3, 3, 3, 3, 3, 3, 3, 3
};
static const int SB2[50] = {
3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3
};
static const int SB3[25] = {
3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3, 3
};
static const int SB4[3] = {
3, 3, 3
};
#endif /* IBEX_MLP_PARAMS_H */
inference_codes/uci_fann_net/optimized/mlp_weights.h
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#ifndef MLP_WEIGHTS_H
#define MLP_WEIGHTS_H
static const int W1[75][19] = {
{3145731, 1124122624, 3, 4243456, 1140867076, 1073741824, 16777280, 15728640, 1342177280, 0, 805306560, 67190832, 54525972, 4194304, 1140850689, 0, 202375168, 3288334592, 3238068224},
{487587840, 3073, 269484032, 0, 67109904, 0, 64, 48, 64, 50331648, 20972544, 268439552, 0, 28672, 0, 67108864, 4194304, 48, 0},
{16793600, 17408, 0, 4259840, 3271573504, 16, 1, 1048588, 65536, 4096, 768, 335544336, 3422552128, 65, 50397952, 268435456, 16845840, 0, 262144},
{3301179456, 12288, 4, 0, 268456128, 0, 0, 12845120, 1279262916, 1024, 4096, 67108864, 268435456, 205537372, 4194352, 268435456, 3149824, 4194304, 201326608},
{459008, 1090519040, 262144, 0, 268438544, 0, 4194304, 14090288, 0, 1024, 67113152, 5907, 0, 12, 268763137, 268435456, 81921, 0, 4194324},
{813432832, 4198400, 0, 4456512, 3288334336, 71303424, 16777216, 3932173, 269484032, 67110672, 1114112, 48, 0, 13, 3226533952, 50331904, 1088, 0, 4194308},
{4194304, 256, 4390976, 1024, 67108931, 67108928, 256, 4980796, 65536, 4096, 20480, 65600, 3145728, 1, 338691264, 1342177296, 17563648, 1, 12648519},
{65536, 269488900, 13373440, 0, 805306572, 1048576, 0, 64, 1041, 49408, 17669, 196609, 1073938432, 772, 17563648, 1073741824, 336789504, 83902464, 3493855280},
{0, 50331648, 983104, 67371008, 1275265091, 1048576, 4194304, 69652, 0, 1074819136, 16780736, 1, 262144, 16778241, 197632, 1024, 3221487616, 805306368, 1048832},
{201326592, 809500672, 17650432, 0, 1053, 71303168, 1040, 806617140, 1040, 805306372, 4194320, 4194304, 0, 68158212, 786432, 0, 0, 0, 12},
{192, 3221241920, 0, 0, 268435456, 0, 0, 16777216, 3145728, 16384, 196672, 289406992, 1048576, 16777216, 268435504, 269565952, 1073938432, 0, 1073746368},
{268435456, 16640, 268435456, 16384, 268435472, 0, 0, 112, 0, 0, 0, 318771201, 3221225472, 0, 268632064, 0, 20971520, 0, 4194304},
{3451978752, 67109120, 12648452, 4390912, 0, 4, 16777216, 67108867, 4669440, 1078199552, 805502988, 12583104, 4390924, 1140852480, 4194368, 201339136, 262144, 218106880, 12},
{805326852, 1077936128, 786432, 262144, 17826816, 71303168, 1073741824, 70254848, 0, 121634816, 1359872, 262400, 16777216, 772, 4233101312, 16842752, 268435712, 16, 240},
{896536580, 4194304, 12845056, 0, 4, 4194305, 16448, 24117580, 68157440, 16, 789568, 1048832, 16777216, 5120, 3221487616, 4194304, 1049600, 49344, 0},
{66256896, 1342181376, 268435456, 4198400, 1090519040, 16777473, 0, 3342597, 0, 268435460, 67371008, 1310720, 805306368, 262144, 3222290444, 29622272, 4194304, 0, 67896652},
{805306368, 12288, 12599297, 0, 0, 0, 16842752, 268, 1090584576, 1073742848, 3271562240, 12636372, 268436480, 28672, 4194368, 29360132, 3932160, 0, 4096},
{16187456, 1024, 458752, 0, 67128576, 201326864, 0, 1073758272, 268435456, 0, 67108864, 3, 0, 19456, 65600, 0, 1073745924, 67895296, 199},
{297795841, 1073741824, 12648448, 4195072, 269765633, 16384, 1, 3145804, 1048579, 0, 290864, 67567680, 4194304, 16640, 65553, 1073741824, 256, 3225485312, 278533},
{0, 52480, 983040, 0, 69904, 0, 272630016, 3145989, 1114112, 285229824, 805318656, 68, 192, 311297, 3072, 805306368, 0, 4112, 3},
{1, 16777472, 1, 272629760, 262400, 4456448, 4194356, 0, 4194304, 4194560, 49932, 0, 0, 1024, 3225485376, 0, 0, 64, 0},
{67371219, 50331904, 16384, 12583184, 3238002693, 0, 16777216, 4195103, 1048576, 1061888, 805568512, 7602176, 268435457, 268436243, 16400, 50331648, 201375744, 1090519040, 805306368},
{1073807616, 19456, 1280, 16777280, 3221226496, 0, 16, 4, 335544576, 4, 1060912, 3221225488, 67305472, 20481, 0, 3489677312, 5309696, 262160, 780},
{1090797568, 16781760, 1145044992, 65536, 806355761, 0, 0, 201588931, 1114112, 1048576, 67109696, 12582919, 12582912, 3271557120, 65792, 256, 50331649, 1073954817, 69},
{4241227792, 16793344, 19988480, 16384, 20976641, 16781568, 262144, 1154224147, 0, 1140850688, 4194316, 4194304, 0, 16, 3211264, 16777216, 1073745920, 0, 192},
{4456640, 268451840, 1076887552, 16, 50331904, 16777232, 0, 17039552, 16777216, 0, 1073746736, 1128529920, 0, 268500992, 51119872, 4194304, 67108864, 1114112, 1088},
{4194304, 16844032, 786432, 16777472, 1073741836, 12, 0, 4390912, 0, 16384, 805568528, 268435456, 1275068416, 256, 251658241, 64, 67108864, 1028, 327695},
{5242880, 262428, 0, 3238056192, 1140850688, 16777216, 16384, 71500817, 67109136, 16777473, 268435660, 1075577600, 0, 67108864, 262148, 51384320, 3221292032, 274433, 17104964},
{16384, 202396672, 786432, 17408, 1006632960, 65536, 65536, 19, 201326592, 80, 4456448, 1048768, 50528256, 20496, 0, 0, 1409289984, 67108864, 335544320},
{3574661120, 28736, 262144, 1073741824, 67108864, 268435456, 0, 4522307, 3145729, 201330688, 1073741824, 3225420816, 0, 0, 16777216, 272891904, 1275068416, 67108864, 805306565},
{805306368, 832, 0, 0, 4026548228, 4096, 4, 3149905, 1048576, 201326668, 0, 5243072, 21037056, 268435473, 12582912, 20971584, 197632, 65536, 1073742016},
{17629184, 50331648, 768, 458752, 84148416, 48, 0, 0, 68157440, 80, 1091567616, 71368960, 805306369, 4096, 29360144, 4262976, 203358209, 201326592, 16777409},
{17563648, 805306624, 65536, 4194560, 1074003968, 16387, 262144, 1065220, 16777216, 67108864, 3072, 13631507, 3145728, 195, 469762097, 469958656, 67126016, 3145728, 3305115712},
{16793600, 53297, 269484096, 0, 201326608, 12582912, 262208, 67108913, 1048576, 268435460, 12611584, 16777228, 1278296064, 4259840, 272, 1291845632, 67190784, 69632, 67371072},
{4194304, 1052672, 8129536, 0, 64, 3221291008, 66560, 4391120, 0, 268517456, 0, 458800, 4100, 49600, 855639068, 1073741824, 17563648, 16400, 816},
{0, 1027, 1, 0, 0, 17039360, 67108864, 262147, 16777216, 4, 196608, 0, 16777216, 3, 327680, 0, 262144, 0, 67371009},
{54525956, 1140850688, 196608, 1310720, 67108928, 1157627909, 1073742080, 1077937153, 68161536, 1052880, 3145984, 0, 67108864, 262144, 67108864, 0, 4096, 4, 3221225536},
{16384, 17579264, 80, 77825, 1409286144, 4096, 4, 17039409, 17629184, 65549, 5120, 1195380800, 1310720, 256, 1342242816, 16, 221249536, 262144, 68},
{218104832, 1342177280, 65536, 1048576, 1048577, 1073741828, 5242880, 1073741943, 5242880, 269484032, 13313, 4, 0, 67129648, 1114192, 67109120, 5248000, 805568512, 12316},
{282066944, 12544, 272, 0, 385875972, 268435520, 268435456, 65596, 1076887552, 16777472, 3221226496, 4194304, 0, 16777264, 335544320, 335544320, 221254400, 0, 4115},
{3145732, 285212672, 0, 4096, 49152, 268435460, 268435456, 3343360, 0, 272, 262912, 805502980, 1048576, 0, 67125248, 71303169, 4, 1064961, 268435504},
{201524225, 1074794496, 1048576, 67112961, 1066259, 1141112896, 0, 1073742133, 262144, 16388, 12582928, 1073758976, 1073807360, 4, 1, 49152, 67465216, 114688, 12},
{3489660929, 3145792, 3489660928, 1073741824, 469762048, 0, 262144, 786548, 0, 278592, 16777216, 268439568, 19988544, 1088, 285212864, 1346371584, 3408897, 268435456, 201326592},
{84934656, 16, 16, 4, 67108864, 83886080, 64, 1048640, 67108880, 12588032, 16384, 71304256, 67108864, 3136, 12648448, 1048576, 1024, 12599296, 50331649},
{202178560, 268435456, 65536, 335545344, 855638016, 4096, 12582913, 856080, 268440577, 0, 0, 1, 0, 268501008, 16973824, 201326592, 1051648, 0, 262144},
{1162084352, 3221226240, 0, 65536, 16780292, 218103808, 67108864, 15, 0, 1024, 4194560, 810549312, 17563648, 3222016028, 1090535424, 0, 0, 67175424, 67108916},
{0, 1073742848, 0, 0, 0, 1073741824, 1073741824, 1075053568, 3145728, 1073758208, 1346637824, 268439568, 1073741824, 12288, 469762052, 268436480, 262144, 192, 28},
{268435460, 15360, 12582912, 1073741824, 67108864, 0, 0, 4144, 0, 1073741824, 1024, 3145728, 268435456, 28, 192, 269484032, 787520, 1048576, 1076887744},
{4263936, 269533184, 16777217, 5120, 1090519104, 0, 64, 82116, 13632512, 3072, 327680, 16432, 1090781184, 1027, 1275068416, 1006633984, 67108864, 192, 1048576},
{0, 52224, 13697024, 3072, 83951893, 268435473, 0, 16499, 67108864, 4096, 117441280, 268632068, 16777216, 67108928, 67109632, 64, 803076, 3221225536, 209},
{67387393, 17408, 262144, 4243456, 4, 12, 4195329, 81920, 0, 50331651, 16777216, 201326592, 201326592, 278529, 16990208, 16384, 0, 64, 65},
{17104896, 4096, 268697600, 0, 805306385, 1049344, 268435456, 65548, 0, 1040, 196608, 0, 0, 4108, 67108864, 327729, 201326592, 67108864, 1},
{54525952, 1342177280, 7539712, 64, 16432, 4368, 4194304, 1076954309, 12, 4195072, 65536, 65728, 1048577, 268439569, 1024, 16859136, 4194304, 0, 1049856},
{1129316356, 79695104, 4100, 0, 0, 805306373, 0, 5177344, 79692032, 17104896, 12300, 67108931, 67108864, 4108, 67108876, 50336512, 17825792, 262145, 218103872},
{822083600, 0, 4980736, 1792, 4194304, 3221230608, 0, 19, 268500992, 268435472, 4259888, 4194304, 65543, 0, 1342243840, 1074016259, 3149824, 1086341124, 64},
{0, 268448772, 786432, 0, 469811217, 16778240, 0, 4194496, 268500992, 16781568, 48, 1052739, 0, 16777219, 4288, 1073741824, 64, 0, 262236},
{1342177284, 16777216, 1048640, 0, 335544388, 1024, 1073741825, 67108912, 12582928, 67109888, 768, 768, 0, 304, 71303168, 0, 0, 268435456, 50332496},
{787472, 0, 196608, 0, 3271819267, 4259840, 1024, 16389, 1280, 1073754112, 285219889, 268500992, 202375168, 21, 0, 201326592, 1950355456, 0, 3},
{72417292, 855638017, 1114112, 196608, 1073741844, 201326592, 0, 4456640, 805306369, 0, 1140854801, 0, 0, 49920, 4352, 1073742848, 196612, 4096, 16384},
{1074528304, 7168, 1073741824, 4096, 1879048192, 1024, 0, 4194304, 1052736, 16384, 1073759248, 278528, 805310464, 49152, 67109056, 4197380, 469762052, 0, 16384},
{256, 805322752, 0, 67178240, 3221225920, 0, 0, 200705, 7405568, 1073742592, 318816272, 1048592, 0, 1090535424, 3225419777, 0, 4194576, 48, 56528},
{808452100, 16859392, 0, 16384, 118489088, 67108868, 1074790400, 12583120, 67125248, 81984, 806354956, 960, 118751232, 262336, 50397248, 808452096, 1114112, 16, 4194304},
{808452288, 273678400, 12587264, 16384, 307, 16777216, 0, 3145744, 4096, 17825808, 805306368, 12291, 64, 268435456, 16, 0, 1073741824, 50331649, 1073742064},
{269484033, 16790272, 13631488, 83886080, 50332096, 4194304, 65537, 12582976, 1074020608, 4100, 3288596480, 0, 205520896, 1064960, 65, 281034753, 344320, 64, 4197388},
{3222011924, 268436224, 0, 290816, 67109056, 268435456, 1, 786496, 0, 1073741840, 805307392, 1073741825, 1073741872, 268435472, 0, 16777284, 196608, 1048576, 1073742272},
{1090584579, 1, 4194320, 1257728, 83886148, 1073741888, 1024, 271843328, 268435456, 0, 263473, 1090584640, 1073938432, 197568, 192, 67158016, 50335745, 20971520, 12583940},
{13713408, 278529, 1, 7602180, 80, 4195072, 16, 13697520, 4194304, 4201472, 3238002880, 14418125, 3238002688, 1036, 16784448, 0, 0, 16384, 16},
{13959216, 53264, 65536, 52224, 4194497, 0, 1024, 1310723, 1073938432, 0, 335740928, 68419649, 4194304, 805306368, 0, 16777216, 0, 268435471, 3221241857},
{67190784, 16640, 262144, 461824, 1145045764, 19, 256, 806354944, 67108880, 1, 272695361, 1049600, 79691776, 3221225484, 3145728, 0, 65600, 12582912, 68},
{285278272, 1024, 65616, 196608, 1073741900, 0, 16781312, 1114160, 3342336, 4194304, 3489923076, 1, 16778240, 1024, 268451840, 0, 3221225472, 285212672, 65},
{0, 67371008, 5242880, 1088, 1073741888, 0, 65536, 5308416, 1, 67108864, 1, 20496, 0, 4, 0, 4, 0, 16777264, 12599379},
{4100, 272658433, 196624, 0, 201326592, 4194304, 4194304, 851972, 196608, 0, 1, 268435504, 1, 18177, 219152452, 3221241856, 4194308, 4, 1310720},
{1078198272, 1073745152, 0, 3076, 68, 16, 16777216, 3, 0, 256, 65536, 1048592, 1074003968, 805568563, 16846080, 1074806784, 50331664, 256, 4},
{67305536, 49152, 262144, 266240, 17055744, 0, 67108864, 196608, 0, 0, 63176704, 0, 218169344, 0, 1073807616, 1275068428, 268435456, 0, 262144},
{5308416, 3073, 196672, 245824, 1073742867, 0, 0, 4259905, 196624, 262144, 17580033, 17, 1073741824, 67108869, 281018624, 1342177280, 16794368, 0, 3}
};
static const int W2[50][75] = {
{201375747, 16, 67159040, 16842752, 16777216, 4, 202113092, 268435468, 16794688, 802816, 68157440, 0, 17408, 1157906908, 256, 67371008, 97255425, 1073741828, 65536, 218104180, 1073754368, 50331648, 256, 4463616, 67121601, 16448, 196676, 0, 1078215680, 1074528256, 50593820, 4505600, 16793600, 16384, 4506373, 0, 1073741827, 65540, 83886080, 29412416, 49152, 201326660, 13370624, 268487680, 1036, 50380813, 18176, 49152, 3162880, 0, 0, 65804, 262912, 272679168, 4, 12582960, 65, 81920, 202572736, 4656128, 1073741828, 260, 4521984, 17580033, 268, 16842947, 67125248, 205520896, 327, 1024, 3, 1157693699, 0, 205522128, 0},
{115456, 3, 1090568192, 16777216, 0, 1073807360, 12635968, 205537475, 4194304, 196864, 12, 1086324737, 3, 448, 4261632, 4194304, 1074528256, 1073857280, 4, 71368769, 67108864, 49152, 1074069572, 4260035, 1090584768, 3271557185, 786757, 65, 4211136, 1292157696, 1090585664, 16780288, 62914816, 16640, 3225488384, 192, 76, 12632832, 16777216, 196672, 4194308, 257, 12795904, 0, 4276224, 4572099, 12779520, 49152, 4210688, 1103101959, 0, 0, 4259840, 262144, 192, 3288350976, 0, 802893, 50332864, 3221225728, 1090519360, 68677, 1078001728, 1140867332, 4194307, 262336, 3072, 0, 3221226240, 201326787, 3221225728, 16384, 0, 4194304, 16652},
{269484036, 240, 3221225472, 1073741824, 268436480, 1069056, 802828, 805306480, 0, 265216, 3422552128, 5242880, 268451840, 786432, 5120, 12, 268435456, 786448, 5243920, 1544571904, 0, 20480, 67108864, 4, 202133584, 3221225484, 49152, 0, 3221225472, 805306368, 807141452, 1006653440, 271581188, 1048576, 67108864, 1088, 4194352, 0, 16384, 272891904, 80, 1342439440, 4096, 19456, 7216, 786432, 49152, 16384, 1098752, 1275084864, 1264, 0, 1024, 12868688, 0, 4194320, 0, 204, 808514608, 808455168, 16, 16388, 0, 64, 1007701056, 269485056, 268436480, 1546649600, 70258880, 1342177328, 48, 1048624, 68, 1346110464, 16432},
{15732737, 851968, 3271560192, 3338669056, 4110437617, 12595200, 1279267076, 318767169, 49159, 4982528, 1114177, 0, 67108881, 872677392, 1342442560, 4, 859901184, 0, 120651776, 32571399, 0, 201605121, 262148, 218107085, 245760, 1359216688, 52, 202375168, 1, 55640065, 12779520, 1073741824, 17826816, 15728640, 16973876, 1, 0, 72960, 768, 67194116, 0, 65540, 66304, 272, 262400, 462080, 5248768, 256, 49984, 0, 80, 269, 462864, 1347421376, 0, 1291846400, 17629188, 775, 16781389, 1287651328, 4148166659, 16435, 70516736, 4259840, 67371073, 1077215233, 3221291072, 5247069, 5242944, 6029329, 1073741824, 50380800, 4194317, 193, 1088},
{1077949632, 265408, 12582912, 1073742848, 1073754112, 0, 995328, 115136, 4460812, 13631601, 3221225520, 16777232, 1073758208, 1073741872, 20993024, 196608, 1439499008, 16777233, 4195093, 3073, 1073741824, 3477078976, 17825792, 67108932, 4997120, 50331665, 786433, 50348032, 49152, 3, 65792, 4278206464, 196608, 256, 772, 48, 0, 999424, 4213764, 1073938432, 65553, 266241, 217088, 213909504, 464, 51118080, 12587008, 0, 69683, 218103812, 0, 1, 1049344, 1327104, 54526039, 50343941, 84, 268435661, 3221225520, 3840, 67305553, 278548, 16842752, 0, 1, 5243075, 1157840896, 1557069824, 62930947, 50331664, 1, 339820992, 196611, 232589168, 268},
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{817889296, 0, 0, 3145728, 3221225472, 4096, 4194304, 4176, 4160, 0, 0, 268435456, 3221225472, 3502243952, 49152, 0, 5242880, 0, 12582912, 282066944, 3489660928, 0, 268451840, 192, 272683008, 0, 1073741824, 805306384, 4096, 28720, 64, 1086337024, 808452112, 1086328832, 12496, 0, 805306368, 805318656, 16384, 812646400, 1061072, 1048592, 1077936128, 4210688, 53248, 1073741824, 3145728, 0, 48, 1073741824, 112, 0, 268435456, 805306368, 192, 3145728, 0, 7340032, 1073741824, 13643776, 0, 3221225488, 1074790400, 0, 12352, 0, 3221241856, 4194304, 809512960, 4030726144, 3145728, 3221229632, 0, 49152, 1073745984},
{262144, 0, 0, 0, 4, 1074053120, 0, 12, 64, 1074528256, 192, 0, 67108864, 262144, 278528, 262144, 67108864, 1028, 262208, 19456, 4, 4, 1077936128, 67108868, 67895296, 64, 201588740, 0, 4194308, 786432, 0, 1024, 0, 0, 67108928, 4, 192, 64, 262144, 49164, 1024, 64, 201326592, 49152, 4243468, 1145046016, 0, 3221225472, 0, 1275068420, 16384, 12, 0, 4, 67108932, 192, 262208, 0, 16384, 3422552064, 1073741824, 67371008, 3221225472, 64, 3222062092, 4456452, 67108864, 1073741824, 67895296, 786496, 4194304, 1073758220, 196, 17408, 201326592},
{275775488, 50176, 1073770496, 1048576, 1073741824, 3145728, 281018560, 67108864, 262144, 1048576, 805306380, 0, 0, 1081081872, 16384, 3342336, 12894208, 0, 16448, 1024, 0, 805568572, 1024, 201330752, 818151424, 0, 3, 1073746956, 201341952, 1314832, 3221488848, 3221225472, 335544320, 271596544, 0, 12, 268439552, 1052672, 0, 0, 1024, 786436, 0, 4096, 12288, 817892356, 0, 806354944, 268435456, 336592912, 20, 4194304, 262144, 268435468, 64, 1048640, 16, 240, 3145728, 13418496, 1073741824, 1073745984, 3422552064, 4, 1048784, 269484032, 1124860928, 335544320, 20492, 268435456, 0, 1024, 268436544, 348942336, 269488320},
{1077936899, 3162380, 0, 262144, 71303168, 262144, 4210704, 1074794876, 269485056, 4133120, 268435456, 0, 16777532, 64, 17891072, 1053696, 3225485312, 3845, 1140850688, 805371920, 0, 469762816, 1024, 252707599, 352585024, 50334720, 49153, 65541, 268488896, 271581952, 285540416, 83887168, 53504, 821035280, 265569281, 64, 201655316, 1077952513, 83891516, 4391104, 327684, 786437, 71499776, 1342193731, 1114380, 1064816, 49152, 268451840, 1275384064, 1090519088, 3, 12582924, 1314816, 787457, 51643392, 1025, 202309632, 277, 1125060364, 12583936, 3288334336, 282083520, 17104900, 74453248, 16805936, 71565324, 16384, 872415283, 12496, 15, 787712, 3221225488, 15360, 817958724, 17},
{3237789696, 262224, 4194304, 0, 4026795056, 0, 72400896, 68161556, 20, 1078218752, 268435472, 0, 0, 201326612, 271596544, 21504, 806617088, 0, 15728688, 13369344, 0, 1409286172, 0, 809500912, 201342000, 1409306672, 281025548, 1097728, 4214796, 268697604, 1342177300, 1342177280, 3221487616, 15728644, 4108, 16384, 0, 49152, 3145728, 80, 1036, 0, 3072, 272891904, 52228, 336330752, 1064960, 1342177280, 3072, 1024, 20, 0, 1024, 12288, 240, 1144012800, 0, 1086586960, 68177940, 67895296, 262144, 1007419404, 272367808, 278528, 49152, 13369344, 4232101888, 3289383936, 5555264, 5242880, 266320, 15741012, 4244528, 72364284, 67108948},
{805503951, 13, 65536, 67109120, 1879064832, 268709904, 3145732, 3272609840, 0, 1835008, 3224371392, 0, 67110144, 84082736, 268451840, 4144, 12288, 19456, 7340032, 1946157264, 4096, 12861440, 272629760, 1276116995, 67372032, 1275068421, 1086521344, 1130500, 269537280, 272714752, 67111936, 13056, 805376016, 5376, 52992, 64, 1073741824, 4207376, 4194304, 808464388, 3234070528, 65984, 67108864, 65792, 50961, 3072, 335548416, 67121152, 13897728, 805322752, 20480, 0, 258048, 21037056, 201637952, 1024, 1074528257, 196, 1074531328, 16777216, 335544512, 268435472, 1048580, 17408, 3221488432, 1077084172, 4206656, 1048640, 50360337, 4108, 4260881, 0, 0, 819265779, 4194304},
{4391936, 1073744897, 81920, 1073741824, 50331715, 1079246848, 215023632, 3221225921, 1074003980, 1076957376, 0, 67108865, 1073758401, 1079250944, 5255168, 1048592, 14483520, 1347432532, 272826416, 16826448, 873480256, 0, 805326848, 809500791, 1073763072, 65, 17826624, 16384, 4096, 1354838016, 1343225868, 1358959616, 67125360, 3428608, 5263424, 0, 65552, 1073741824, 3407872, 1076887616, 4194304, 289423376, 285212672, 3221291008, 20493, 3221237760, 1090585600, 268439552, 826295296, 469762048, 12492, 48, 1074987008, 15745088, 5246979, 809504836, 805306368, 213008, 12595200, 16781312, 1073741824, 1077936128, 1347420176, 12603648, 1342182145, 4194308, 50343936, 202440752, 50344000, 65728, 0, 12481, 64, 12648471, 16},
{17760259, 1025, 0, 0, 256, 0, 196608, 67109635, 4, 1024, 117440512, 0, 201326860, 218103812, 3072, 196608, 262144, 0, 0, 786432, 1, 15, 1024, 201326592, 265216, 1024, 67895308, 12, 768, 67108864, 67109892, 67108864, 0, 786432, 12, 12, 0, 1024, 66560, 0, 197647, 786432, 4, 67108864, 3844, 67111936, 16778240, 0, 1, 0, 1, 0, 4, 0, 12, 3, 17563648, 262148, 67372039, 786432, 0, 201326592, 196608, 0, 768, 0, 65537, 262144, 262145, 201588736, 0, 786436, 262400, 3343, 4},
{20758528, 4112, 197376, 1090781184, 49200, 4206593, 4403968, 5242887, 1073811476, 13631536, 4, 16, 218120404, 1074528260, 268435456, 787264, 16973825, 21022464, 17, 1191183616, 16777216, 1115136, 469844032, 3221225484, 810893312, 3271557905, 133368832, 16384, 4980736, 268746944, 4194561, 856489987, 12779520, 268438528, 4322065, 0, 68, 65, 1073746112, 1074065472, 0, 79904769, 1086324992, 1024, 80916, 55640068, 1073938688, 50343936, 4194560, 1140850689, 260, 4, 4321280, 12582960, 1, 67108912, 1, 16704, 67158019, 118244352, 1090781185, 201392128, 4194368, 16777280, 4206596, 4194352, 817889540, 1090715648, 0, 29556928, 3221487616, 16777216, 196656, 1140850748, 80},
{13632516, 0, 5120, 0, 285278400, 1049600, 53312, 1327123, 786496, 7356416, 1124139008, 1048576, 3221225472, 269746176, 1879097344, 1048592, 787456, 1073790980, 12583936, 68366336, 16, 1044, 256, 3556770000, 275845329, 12288, 1049363, 16, 196, 0, 1073741873, 1073741825, 4194496, 13844544, 68419584, 208, 17825856, 12544, 12648448, 67108928, 1049044, 1356087296, 0, 4097, 54384, 54273, 0, 67158272, 1310768, 464, 65, 0, 48, 16777236, 67109056, 16400, 12582912, 1073741888, 262144, 1124286464, 3212288, 335740928, 1073741840, 0, 114944, 268500992, 4521217, 222298112, 3146052, 3225420848, 16777280, 1052736, 262592, 206570708, 64},
{284360704, 4259920, 54603776, 3221225472, 4026531840, 3158016, 1073807360, 1, 80, 1048576, 4194304, 0, 3271557185, 66060289, 1342177281, 0, 3272687872, 12583152, 268435456, 3241152512, 0, 1065008, 1, 201008, 3271606337, 1073758208, 268632067, 1073741872, 4195072, 268505152, 12582912, 16826368, 4308992, 268435456, 1086337024, 0, 1, 16640, 0, 4260096, 12783808, 4194496, 65536, 1090519296, 49985, 1086324752, 4194304, 4194304, 16973840, 20975616, 16464, 0, 12582976, 1090519280, 0, 1094778928, 4194304, 0, 1347420161, 256, 3275751440, 4026531891, 196608, 3225419776, 49233, 12583168, 4260097, 3510632704, 5259264, 12352, 4194304, 12583745, 4263984, 268435504, 1090519120},
{286461955, 66752, 65600, 1073741824, 3, 202117120, 29425664, 67108868, 4194308, 49344, 855703569, 65536, 0, 983044, 16, 49152, 1136984320, 0, 20971520, 269419824, 1073741840, 4547, 855638016, 1077870860, 3221557264, 64, 268488448, 16387, 200496, 1376256, 1221, 67112964, 268438592, 16789504, 196675, 16, 67112960, 1118208, 1074790400, 1380608, 3221225488, 335544320, 1048576, 805572864, 49973, 805326849, 12857344, 4096, 196608, 83956032, 1073758213, 786704, 1073790976, 20975872, 64, 0, 64, 50331888, 12583872, 20123904, 1325468736, 201326896, 806092800, 1310720, 4357, 269484032, 87040, 300941572, 20528, 285487104, 67436592, 1049540, 65548, 3148816, 0},
{805371904, 3091, 1073938432, 201524224, 889192517, 1078001920, 15974464, 1006895296, 20987919, 458944, 12582912, 16842752, 16777219, 1140916224, 268502273, 3072, 1104084992, 3149888, 3211264, 808452173, 16842753, 50331664, 272629824, 4194304, 16790004, 20480, 806977, 1048833, 4198404, 217055232, 201326607, 322964480, 806305857, 805311744, 71368960, 16832, 67109056, 3945217, 67174404, 15728656, 0, 3222536192, 0, 201326592, 256, 1077936384, 212992, 3489664000, 4210688, 65536, 1073746947, 1360068, 3072, 4194561, 68, 4, 262148, 1094451219, 3221422272, 268438528, 1091567664, 286326849, 272695296, 12582912, 268553264, 3224436752, 1157627904, 810553347, 1073741840, 16793600, 80, 1140916255, 1, 806371633, 83},
{21823488, 262144, 0, 16777216, 1090520128, 852224, 67108876, 3221225664, 195, 13041664, 201326593, 3, 1090519044, 1073742020, 3225436164, 1, 16777216, 13, 4195328, 851968, 1073741825, 50331712, 0, 836, 1287668036, 66560, 67177536, 16384, 197376, 50381824, 202113024, 3221242112, 79888384, 4194304, 67158080, 64, 192, 262144, 0, 0, 4194304, 262144, 0, 3472883713, 19715, 17409, 459520, 1024, 71303168, 0, 67108864, 0, 67895296, 196608, 852032, 3072, 0, 50334732, 198400, 67158016, 201326593, 853248, 851980, 201326592, 16640, 16842752, 17040384, 12780548, 12599303, 1157890052, 3, 65984, 64, 16385, 192},
{3272343552, 269221892, 4352, 201326592, 805308160, 269221888, 12585984, 3225419776, 16384, 192, 19922944, 0, 4, 269287616, 17152, 16515277, 1076899840, 1, 4194304, 3272344320, 1073758208, 67121153, 1409286144, 0, 3238005775, 0, 12582913, 16384, 1280, 16782343, 3221225472, 3288347392, 256, 0, 126976, 0, 0, 80, 64, 17035268, 3145980, 1048576, 16777216, 1098499, 61716, 16842752, 20480, 16790272, 50352387, 0, 4099, 4194304, 4, 1048577, 3, 0, 12288, 0, 318772224, 130048, 16781312, 201392144, 20774912, 1073938688, 61440, 51118081, 16388, 51643392, 262144, 50332688, 262148, 1073741824, 768, 5570813, 16},
{327696, 0, 285212928, 0, 872415237, 12288, 786432, 202375952, 262159, 4096, 3, 12, 0, 83886080, 256, 266243, 17760256, 268436737, 327680, 201329664, 83886336, 268435460, 268438544, 53, 798721, 769, 16, 1048576, 4100, 201338880, 268435471, 268500992, 874250245, 327680, 1048576, 0, 1048591, 0, 330752, 3145744, 4, 69632, 0, 268435456, 1040, 13312, 786432, 12288, 262148, 201588736, 16778240, 1024, 0, 12288, 817, 262148, 889192449, 3145759, 1048576, 1048576, 0, 352387073, 318767116, 4096, 12, 3211264, 822099200, 1052672, 68170756, 0, 16, 65792, 0, 202310656, 3},
{1090846768, 259, 3238002688, 0, 16777984, 65536, 51134672, 3221225472, 1087439052, 16974080, 3221225484, 0, 259, 79757315, 1328132, 67420160, 17575936, 4195072, 16778304, 1077939393, 256, 3221291011, 256, 1124335687, 1114368, 50331649, 0, 16400, 67158016, 3242197760, 268517388, 3221307648, 67895552, 1074003968, 13698052, 64, 1879048192, 16384, 21233984, 4195088, 256, 1090519041, 3221225473, 64, 266252, 81984, 53248, 0, 1075052800, 218120256, 67108864, 0, 65536, 16385, 1114436, 805355520, 4194304, 53469, 51118848, 3072, 16777473, 268500992, 3423600640, 21168128, 3221244992, 1078001667, 67126272, 1090519040, 67125248, 1140899904, 50331904, 4194767, 12295, 1088177216, 448},
{121570109, 268484608, 262144, 268451840, 50348096, 269221888, 1140850688, 805372160, 4194304, 65795, 16777216, 4194320, 65, 269221892, 4932, 1077952768, 281280512, 196608, 0, 385876992, 0, 805310540, 0, 65600, 201326592, 17039616, 786716, 66304, 68929, 196608, 16777216, 805307136, 268435456, 67112960, 17583120, 256, 1077936128, 0, 0, 214016, 0, 1191182336, 1028, 71, 52225, 805322755, 1073742080, 17040128, 67112256, 1092, 16388, 65540, 0, 67328, 1074004048, 16986112, 0, 16777521, 7340288, 1074595584, 1342181376, 4980736, 16777216, 4, 263104, 124, 201327360, 67174656, 1279329344, 50397440, 1, 1342177280, 64, 50348047, 71304241},
{3224635200, 199744, 17039361, 29380608, 16432, 20197376, 63112192, 3225489616, 476, 5243072, 1086324736, 0, 16777232, 808517635, 268504320, 278528, 1104084992, 16779008, 3238019072, 19926016, 64, 852992, 1275068416, 4194371, 83951040, 12, 50790401, 1048577, 16448, 269484800, 65536, 54603783, 196864, 84992, 67109889, 0, 268500992, 67109633, 65536, 13631488, 50331840, 1, 262400, 0, 78096, 786432, 213248, 51380224, 50331920, 3439329280, 16384, 1040, 66560, 4243456, 67108864, 63193088, 1, 16777216, 122703872, 54641408, 1090715649, 70254641, 65537, 202391565, 835584, 120651779, 1073744896, 3427008540, 1140899908, 67109888, 1048577, 1275080963, 266244, 3422568640, 0},
{196691, 66573, 51380224, 805376000, 7171, 0, 18616320, 873201692, 0, 1900800, 65536, 0, 28, 197632, 16777217, 4096, 0, 0, 67108864, 218103808, 0, 3145744, 0, 3, 53478464, 268439600, 262915, 0, 3088, 852224, 5, 268436497, 16777216, 199684, 469762051, 17, 16777232, 16778496, 0, 50335756, 0, 983040, 268502016, 852224, 781, 7936, 1048576, 469827840, 16974861, 872431616, 3073, 4108, 3408896, 65552, 1073741824, 65548, 21758000, 327680, 286261276, 286000128, 805306372, 50332720, 0, 65536, 1, 20381712, 117502209, 872415232, 65567, 67895296, 16842752, 16, 1048576, 1835012, 0},
{1078984704, 48, 16388, 272629760, 1073744896, 1048576, 802816, 268435648, 263360, 3457036, 3226206220, 4194304, 1072, 3490713612, 1049664, 4197376, 67108864, 67125268, 272629760, 3692085440, 67108864, 805571648, 53248, 64, 268439616, 1275080896, 786644, 1236, 268435524, 0, 269484032, 469762124, 4980740, 49152, 202660884, 0, 4096, 1073758976, 4, 4197380, 16388, 4116, 4195328, 3145728, 266292, 1077264, 0, 201326592, 1019478080, 269221952, 13360, 3072, 0, 266256, 1276117056, 1883246608, 0, 71304400, 1077948416, 12606464, 3221225488, 1073741844, 3233808580, 3225419776, 266288, 5242892, 4195328, 48, 1076887616, 268435504, 4, 67108864, 786508, 16007184, 192}
};
static const int W3[25][50] = {
{1073741824, 1073741888, 1101824, 4026548432, 1090519105, 3237003264, 4243904, 16793665, 13631488, 4243456, 256, 3221229569, 65792, 805306368, 12582912, 3222356161, 12632320, 12582913, 1, 1, 285212672, 1089474801, 1, 0, 16777488, 16826576, 0, 12653008, 16777216, 4030726144, 4096, 16640, 16640, 825278464, 4210688, 256, 12288, 16777280, 805310720, 3224371200, 12582912, 64, 16826448, 1073803265, 16, 289407296, 4272128, 53248, 12582912, 3242278912},
{0, 201326604, 197888, 265217, 12, 16777472, 4, 15, 0, 67895296, 67108864, 4, 327936, 0, 16843520, 16777984, 262400, 262147, 0, 4, 1281, 327684, 0, 0, 16777216, 66560, 4, 4, 3072, 0, 0, 768, 0, 17106176, 68608, 0, 0, 0, 67108864, 1, 0, 262400, 3, 201393408, 12, 0, 16777217, 16842764, 769, 3072},
{4, 0, 274432, 0, 0, 201326592, 1024, 0, 4, 1048592, 1024, 48, 0, 67108864, 0, 4, 262144, 3145728, 786448, 0, 268447744, 4144, 0, 0, 0, 12288, 12, 4096, 470810624, 0, 4096, 0, 16, 786432, 0, 0, 12288, 268436484, 201326592, 0, 67108864, 1040, 335544324, 3158032, 1048576, 67108864, 262156, 3148816, 0, 1048576},
{0, 0, 0, 0, 0, 3271557120, 0, 16448, 0, 0, 16448, 0, 196608, 67108864, 16384, 16384, 0, 64, 0, 1073741888, 1077985280, 196867, 3, 0, 3221225472, 49152, 0, 16384, 0, 0, 0, 67108864, 0, 12632064, 1048576, 4194304, 0, 0, 65536, 3221225472, 0, 12582912, 64, 12632064, 0, 0, 0, 12582912, 12599296, 0},
{117440513, 50331648, 16777216, 0, 0, 0, 1310723, 0, 0, 304, 262144, 1792, 200704, 0, 65536, 80945, 0, 12, 262147, 4096, 4, 262400, 196608, 786432, 4096, 268435456, 7, 65793, 117510144, 0, 0, 0, 805309696, 208896, 1245184, 1024, 768, 0, 65536, 196608, 851968, 68616209, 285212673, 50331651, 196864, 0, 23, 50331648, 0, 1792},
{1073758209, 1073742080, 0, 298856448, 81968, 298848256, 289407248, 64, 0, 285216960, 3493855232, 272630033, 81936, 3221225472, 269484032, 268550144, 4112, 1114112, 0, 81920, 1074794496, 1048784, 0, 28672, 16384, 1077940224, 16641, 16777216, 1073741824, 271581184, 16384, 1073741824, 16789616, 1052928, 289419280, 65536, 53248, 822083633, 3145729, 17, 49168, 1090535488, 805306480, 1048576, 320, 268451888, 272695296, 1073745969, 0, 272658688},
{268484608, 318771411, 23808, 1073795196, 348, 16656, 28672, 67162131, 4194316, 1245655, 1275134016, 1073741824, 1310720, 1073741824, 3145728, 892, 268502272, 5308624, 1048576, 262144, 3221241856, 64, 52, 4096, 1090519040, 13647872, 5392, 3162160, 268697600, 51118080, 268435456, 4864, 12633024, 0, 49920, 196608, 5120, 50331664, 3271557120, 1073741888, 289406976, 268435456, 1073758464, 269484224, 13648129, 1073742019, 0, 787472, 0, 16777216},
{16777216, 16777216, 768, 3, 1028, 202179328, 0, 4, 196608, 65548, 50331648, 0, 0, 0, 1024, 262403, 0, 196608, 0, 65536, 0, 787456, 0, 0, 256, 67174400, 257, 263171, 1024, 17039360, 1024, 67108864, 201392385, 68608, 66560, 67174400, 3328, 0, 218365952, 0, 0, 1792, 67108868, 1, 1024, 117440513, 0, 260, 0, 50331648},
{12583168, 1073741888, 4194304, 12, 0, 3145728, 262337, 64, 16777283, 21037873, 51380224, 1380352, 0, 50331648, 0, 806105088, 196608, 0, 1114112, 69632, 49152, 1354760384, 262172, 16640, 17408, 1409287116, 192, 1074528271, 1024, 3221225472, 67108864, 0, 65792, 32571392, 0, 268435456, 4, 1074004036, 873463808, 0, 1073950723, 79691776, 268435456, 67371201, 4112, 4096, 4195072, 70254596, 12582912, 17408},
{1048576, 0, 335544320, 1073741836, 48, 1279262720, 1409302528, 1073741824, 1073741824, 21504, 1342177280, 268435520, 12582912, 1073741824, 202114048, 1078215680, 72613888, 5242944, 0, 268435520, 16432, 3937344, 60, 5242880, 1006632976, 3221245952, 49152, 12584020, 4026531840, 1073741824, 268435456, 1048576, 335544320, 3932160, 3158016, 3145728, 1024, 16384, 805306432, 268435536, 1327168, 3145728, 16384, 3145776, 16, 268435456, 0, 205520896, 5184, 268435456},
{4194304, 256, 1086324736, 1073741824, 0, 1124270080, 12648448, 1, 4194304, 50397248, 1073741824, 0, 196608, 0, 256, 320, 4195072, 0, 1, 16777216, 16794368, 4194304, 3, 0, 0, 3221225472, 0, 196608, 49152, 0, 0, 4259840, 49344, 196608, 0, 0, 0, 65537, 16384, 1124073536, 0, 196800, 16777409, 3221226240, 1, 0, 16384, 769, 1073938688, 49408},
{16384, 64, 53248, 268435664, 0, 268439552, 49168, 0, 1048576, 268435456, 0, 0, 4198400, 3489660928, 269484032, 3221225664, 12582912, 12582912, 4194304, 0, 0, 1048592, 64, 0, 268435456, 5292032, 16384, 0, 16384, 1048576, 0, 12288, 4210688, 269533184, 4194320, 4194320, 0, 0, 268435456, 0, 12632064, 5246976, 49152, 1052736, 4194304, 0, 80, 269500416, 0, 16384},
{4, 1024, 67371008, 789524, 52, 790528, 16, 268435460, 4, 3145788, 67108864, 268435472, 786432, 805306368, 269484032, 268435476, 1048592, 0, 0, 786432, 1048588, 67896320, 16, 0, 0, 4112, 12, 68158480, 12288, 0, 0, 0, 0, 790528, 67121152, 786432, 3072, 805306368, 805306368, 268435456, 16, 3933184, 0, 12, 4, 67108864, 1024, 4096, 0, 268435456},
{805335296, 272, 5242880, 67108876, 81969, 3221225473, 74514432, 320, 4, 1050560, 0, 7406020, 65536, 67108864, 0, 68354048, 17039363, 12582928, 3211265, 16400, 832, 4100, 3145804, 1327104, 16384, 1073741840, 65, 1073758212, 1896873984, 3291545600, 16384, 1073741824, 50336768, 12582912, 81920, 1064960, 0, 49201, 5242880, 12582912, 1049600, 16777296, 64, 1076900108, 16448, 67108865, 1, 1879064576, 4, 269499392},
{0, 268435456, 256, 48, 16, 4194304, 1073741824, 1, 0, 805306371, 0, 817950787, 16384, 1342177280, 812646400, 805311280, 7340032, 272629776, 1, 1073742144, 3162112, 64, 193, 4390912, 0, 16777264, 256, 297795696, 3221229568, 62980096, 61696, 4194304, 1879048208, 16384, 4112, 80, 769, 16384, 268435456, 1077936128, 832, 0, 16793600, 268452032, 1061120, 1073741824, 16400, 1060864, 3145792, 805376256},
{12288, 805307392, 262144, 1, 67108913, 471597056, 3145756, 268435504, 0, 271847427, 4, 268435472, 1024, 0, 1024, 12289, 67112976, 4, 0, 0, 3072, 1061120, 262160, 1048576, 16, 805306368, 0, 0, 201338880, 204537856, 0, 805306368, 1024, 269225984, 0, 0, 4864, 67112960, 0, 16, 67112960, 4, 304, 12, 48, 0, 4096, 1114112, 0, 0},
{768, 50331648, 65792, 1073741893, 1090519040, 1140850688, 1094713600, 16793664, 262220, 1077936204, 16777216, 4456460, 1024, 50331904, 1077939456, 1073810509, 1073742852, 64, 0, 21430592, 4260931, 67371008, 4, 851968, 1140850688, 1073941760, 16448, 16397, 50331712, 1074200576, 0, 789504, 218103808, 50793472, 196608, 0, 16384, 16384, 1124090944, 786496, 852033, 279552, 1073741825, 1077936132, 475137, 1090519360, 16780295, 4194304, 265472, 16384},
{0, 67108868, 68608, 3146752, 16780304, 251920385, 1051648, 0, 196656, 274436, 806354944, 1048624, 0, 50331648, 3342592, 1328, 786432, 5, 0, 262144, 16777216, 268632064, 16, 4096, 0, 12288, 0, 268439600, 262144, 0, 0, 16777472, 805307668, 208896, 1027, 67371008, 1024, 67121153, 67108865, 808452096, 48, 268438544, 12292, 798740, 265228, 1074003973, 12288, 196612, 48, 805568512},
{4, 1, 262144, 269484035, 67109895, 4194304, 784, 1342177287, 268435456, 20481, 0, 12632156, 12582912, 0, 4194304, 268456000, 256, 1835008, 65536, 328704, 266240, 786432, 241, 4195328, 1024, 0, 1024, 196611, 1027, 1073938432, 49152, 67112960, 268501248, 22810624, 0, 0, 23552, 20975620, 19922944, 272629824, 4214848, 67108916, 872415236, 12, 799744, 50331648, 16385, 1835008, 4416, 17039360},
{1191198784, 1342177344, 269234176, 3221229761, 1073741904, 3233869824, 3221225712, 3221225536, 1103101956, 5292048, 805310720, 4026793984, 196608, 67108864, 12582912, 3234594816, 12583104, 15728656, 80, 269484032, 1073791027, 272040384, 458752, 4096, 3221225472, 68206784, 64, 67174849, 1073764096, 4194304, 256, 4096, 218107920, 50839552, 3221491716, 273678336, 0, 1342685248, 71303168, 4026532032, 1073741824, 196608, 49229, 805778432, 311296, 16777296, 0, 3407940, 12586240, 16859136},
{1024, 335544516, 278528, 809238528, 67108932, 16515072, 274432, 1028, 0, 262384, 805307392, 810827824, 1048576, 805306368, 1076887552, 48, 3145728, 3932352, 0, 262144, 3076, 48, 16, 1024, 268435456, 1140866048, 5136, 67108912, 1409287168, 1010827264, 20480, 1144008704, 1006944448, 13384704, 0, 79691776, 3120, 64, 3222278144, 3145776, 12288, 335806532, 1409298436, 1073741840, 1092, 17412, 67383296, 1409286148, 1024, 1310720},
{0, 0, 0, 0, 64, 0, 0, 64, 0, 4390915, 0, 0, 0, 0, 0, 1, 0, 0, 0, 4194304, 0, 1073741824, 4194304, 16384, 0, 1073741824, 0, 0, 0, 0, 16384, 49152, 768, 0, 0, 0, 0, 0, 0, 0, 1073741824, 0, 64, 0, 196608, 4194304, 0, 1073741824, 16384, 4194304},
{262144, 3221225472, 12599296, 114755, 67108864, 1073741824, 0, 0, 4194304, 1086324737, 1073741824, 16777217, 786432, 16777216, 1073741824, 17088836, 16777280, 65540, 4194304, 67108864, 67108928, 786496, 76, 0, 1275068416, 16452, 0, 458756, 201326592, 16973824, 768, 65536, 50368, 202129664, 0, 12582912, 3328, 16777216, 218300416, 1, 262144, 0, 50348231, 3075, 768, 0, 268, 1073742016, 1024, 79691776},
{49153, 256, 12709888, 1124274224, 16842944, 4403200, 12582912, 805306816, 48, 64, 4352, 0, 196608, 1879048192, 808456448, 805310464, 3, 1073741825, 17, 0, 268464128, 7585859, 51, 4096, 855638016, 3221237760, 16, 16777217, 49152, 1124073472, 4352, 4096, 1073741824, 54722560, 0, 64, 16384, 4194512, 50331648, 1933574208, 0, 3391680, 0, 12288, 4243649, 16777217, 12582915, 858783745, 3346688, 1097728},
{16826432, 268435728, 0, 1077936176, 1048592, 196608, 1073758208, 1073746112, 64, 1077248, 0, 1073741888, 0, 1073741824, 7340032, 4214848, 1077936128, 4194320, 1048592, 0, 0, 67, 192, 3145728, 4096, 1064963, 49152, 288555072, 3489665280, 1086324736, 268484608, 4214784, 1073741824, 4407296, 1073741888, 285409280, 17152, 1064977, 50331712, 1078984768, 4194368, 268435712, 3221241856, 286261443, 196609, 1073741825, 81920, 16789713, 3145792, 0}
};
static const int W4[3][25] = {
{4026531840, 52995, 3072, 0, 28, 983040, 53477379, 192, 1074016452, 202116352, 50331761, 4093837312, 16384, 1051696, 217055232, 999424, 1804, 12845057, 214695936, 4026544913, 13041664, 0, 3271564556, 12648513, 204472384},
{3272540160, 3072, 15729408, 4026531840, 3162115, 806158336, 251724032, 13296, 3158017, 786432, 469762099, 3221225472, 787200, 817889280, 80150576, 1847299, 15, 246256, 269496321, 3287286787, 1942958080, 805306368, 1275072260, 284360755, 64},
{4026531888, 48, 3145728, 49152, 0, 192, 3221225472, 0, 0, 0, 0, 15728640, 0, 0, 0, 3145728, 4026531840, 12582912, 0, 0, 805306368, 3221225472, 0, 0, 3221225472}
};
static const int B1[75] = {
1127830977, 3530821403, 2864905316, 2338151820, 1296108130, 4283705172, 3267932920, 2766539957, 1694650219, 3855321897, 1037155768, 1328385806, 104732221, 2865322762, 2658118583, 1414009802, 3811660801, 4276255615, 801111329, 1743286164, 3693592756, 2983066942, 3585756414, 1623914048, 1185499844, 3138703210, 1205075921, 2127755769, 2994150211, 4249167670, 468664515, 2434539645, 138484048, 2806423107, 1769956698, 2830568982, 1331226297, 3322046605, 699231810, 729127899, 637408587, 3316577183, 3312357455, 1061796196, 1584011664, 1350186998, 2857590433, 3127798722, 1908786087, 989374525, 1253453758, 2990031532, 1915372568, 954046569, 1527303514, 1073496805, 4010088481, 3878823376, 3408216389, 3603224764, 1380072503, 3260664029, 2460782409, 1460670020, 815219671, 1027921007, 1112848449, 4054660689, 3264631283, 2719132743, 777502276, 3287806210, 822033788, 3468021794, 2787989612
};
static const int B2[50] = {
439956720, 3972679703, 3458422221, 823842787, 843984917, 624834111, 3907507975, 523368264, 3562803977, 305203235, 3947160898, 405616896, 3189168649, 4094772437, 3756861943, 81856011, 232139826, 4916012, 4008368399, 1355688438, 588322557, 1057819683, 3822775104, 264768979, 348927796, 3876799988, 382680096, 685446685, 624017714, 3873895922, 1310217455, 419445763, 807135937, 4074649056, 974983690, 3859088934, 3854887184, 4211932702, 3422706764, 3927830848, 670171363, 4229169207, 667104756, 235223018, 3520727078, 954810134, 1023687644, 856427529, 570243831, 1305554425
};
static const int B3[25] = {
4179888667, 101585905, 4228048157, 486542042, 84879589, 3928686904, 270081767, 3773228818, 368961028, 85656292, 487778578, 4057786651, 70419, 216597016, 299431200, 4160285192, 4294501416, 86971672, 4263781658, 333520393, 519182356, 3907128608, 251919083, 3992839674, 3911262227
};
static const int B4[3] = {
4027382290, 200603401, 4092985344
};
#endif /* MLP_WEIGHTS_H */
inference_codes/uci_fann_net/optimized/uci_fann_net.c
+57
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@@ -0,0 +1,57 @@
#include "simple_system_common.h"
#include "fully_connected_opt.h"
#include "ibex_mlp_params.h"
#include "mlp_weights.h"
#include "ibex_inputs.h"
#define IN_DIM 76
#define HIDDEN_DIM1 300
#define HIDDEN_DIM2 200
#define HIDDEN_DIM3 100
#define OUT_DIM 12
#define SAMPLES 1
int outs[SAMPLES][OUT_DIM >> 2];
void uci_fann_net() {
int inp[IN_DIM >> 2];
int y1[HIDDEN_DIM1 >> 2];
int y2[HIDDEN_DIM2 >> 2];
int y3[HIDDEN_DIM3 >> 2];
int out[OUT_DIM >> 2];
for (int iter = 0; iter < SAMPLES; iter ++){
for(int i = 0; i < IN_DIM >> 2; i++) inp[i] = input[iter][i];
pcount_enable(1);
mlp_layer_2bits(inp, y1, IN_DIM >> 2, HIDDEN_DIM1 >> 2, W1, B1, SB1, MV1, SV1);
mlp_layer_2bits(y1, y2, HIDDEN_DIM1 >> 2, HIDDEN_DIM2 >> 2, W2, B2, SB2, MV2, SV2);
mlp_layer_2bits(y2, y3, HIDDEN_DIM2 >> 2, HIDDEN_DIM3 >> 2, W3, B3, SB3, MV3, SV3);
mlp_layer_2bits(y3, out, HIDDEN_DIM3 >> 2, OUT_DIM >> 2, W4, B4, SB4, MV4, SV4);
pcount_enable(0);
puts("Output Layer Values:\n");
for(int i = 0; i < OUT_DIM >> 2; i++) {
puthex((out[i] & 0xFF000000) >> 24);
puts(" ");
puthex((out[i] & 0xFF0000) >> 16);
puts(" ");
puthex((out[i] & 0xFF00) >> 8);
puts(" ");
puthex(out[i] & 0xFF);
puts("\n");
}
}
}
int main(void) {
pcount_enable(0);
uci_fann_net();
return 0;
}
inference_codes/uci_fann_net/original/Makefile
+15
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@@ -0,0 +1,15 @@
# Copyright lowRISC contributors.
# Licensed under the Apache License, Version 2.0, see LICENSE for details.
# SPDX-License-Identifier: Apache-2.0
#
# Generate a baremetal application
# Name of the program $(PROGRAM).c will be added as a source file
PROGRAM = uci_fann_net
PROGRAM_DIR := $(shell dirname $(realpath $(lastword $(MAKEFILE_LIST))))
# Any extra source files to include in the build. Use the upper case .S
# extension for assembly files
EXTRA_SRCS :=
include ${PROGRAM_DIR}/../../common/common.mk
inference_codes/uci_fann_net/original/ibex_inputs.h
+8
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@@ -0,0 +1,8 @@
#ifndef MLP_INPUTS_H
#define MLP_INPUTS_H
static const int input[1][76] = {
{31, 54, 116, 91, 60, 107, 22, 106, 41, 30, 153, 120, 136, 66, 70, 124, 189, 155, 142, 30, 90, 56, 67, 110, 134, 146, 121, 176, 71, 120, 85, 13, 103, 18, 127, 144, 56, 88, 87, 42, 78, 31, 97, 111, 124, 134, 62, 127, 109, 8, 81, 162, 101, 126, 34, 41, 65, 84, 18, 72, 80, 74, 151, 102, 114, 156, 52, 85, 56, 101, 38, 115, 28, 46, 67, 203}
};
#endif /* IBEX_MLP_INPUTS_H */
inference_codes/uci_fann_net/original/ibex_mlp_params.h
+19
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@@ -0,0 +1,19 @@
#ifndef IBEX_MLP_PARAMS_H
#define IBEX_MLP_PARAMS_H
#define MV1 72
#define MV2 80
#define MV3 64
#define MV4 72
#define SV1 9
#define SV2 10
#define SV3 9
#define SV4 9
#define SB1 0
#define SB2 0
#define SB3 0
#define SB4 0
#endif /* IBEX_MLP_PARAMS_H */
inference_codes/uci_fann_net/original/mlp_weights.h
+643
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@@ -0,0 +1,643 @@
#ifndef MLP_WEIGHTS_H
#define MLP_WEIGHTS_H
static const int W1[300][76] = {
{0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0, 0, 0, 1, -1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, 0},
{0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{1, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0},
{-1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0},
{1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 1, -1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{-1, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 1, 1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 1, 0, 0, 0, 0, -1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1},
{1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
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{1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1},
{1, 1, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 1, 0, 0, 0, -1, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0},
{0, -1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 1, 0, 0, 0, 1, 0, 0, -1, 0, 0, -1, 0, -1, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1},
{0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0},
{0, 1, 0, -1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1},
{0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0, 0, 1},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, -1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1},
{0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1},
{1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, 1},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1},
{0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1},
{0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, -1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 1, 0, 1, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0},
{0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, -1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1},
{0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, 1, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0},
{0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0},
{0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1}
};
static const int W2[200][300] = {
{0, 0, -1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 1, 0, 0, -1, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, -1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0},
{-1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, -1, 0, 1, 0, 0, 0, -1, 0, 0, 1, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, -1, 0, 0, 0, 0, 1, 1, 0, 0, 1, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, -1, 0, 0, 0, 1, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, -1, 1, 0, 0, 0, -1, 0, 0, 0, 1, -1, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0},
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{0, 1, 1, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, -1, 1, 0, -1, 1, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0},
{0, 0, -1, 0, 0, -1, 0, 0, 1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, -1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, -1, 0, 1, 1, 0, 0, 0, 0, 0, 1, -1, 0, 0, 1, 0, -1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, 0, 1, 0, 0, 0, 0, 0, -1, -1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, -1, 1, 0, -1, 0, -1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 1, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, -1, 1, 0, -1, 0, 0, 0, -1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, -1, 0, 0, 0, -1, 1, -1, 0, 1, -1, 0, 1, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, -1, 1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 1, 0, 1, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, -1, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, -1, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, -1, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0},
{0, -1, 0, -1, 0, 1, 0, 1, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, -1, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, -1, 0, 0, -1, 0, 1, 1, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, -1, 0, -1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, -1, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, -1, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 1, 1, 0, 0, 0, -1, 1, 0, -1, 0, 0, 0, 1, 0, 0, 0, -1, -1, 0, -1, -1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 1, 0, 0, 0, 0, -1},
{0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, -1, 0, 1, -1, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, -1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, -1, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, -1, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 1, 0, 0, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, -1, 0, 1, 0, 0, 0, 0, -1, 1, -1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 1, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, -1, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}
};
static const int W3[100][200] = {
{1, 0, 0, 0, 1, 0, 0, 1, 0, 0, -1, 0, -1, 0, 1, -1, 1, 0, 0, 1, -1, -1, -1, 0, 0, 1, -1, -1, 0, 0, 1, 1, 0, -1, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 1, -1, 0, -1, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, 0, 0, -1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, -1, 1, 1, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, -1, 1, 1, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 1, 0, 0, 1, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 1, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 1, 1, -1, 0, 1, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 1, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1, 0, 0, 0, 0, -1, 1, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, -1, -1, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0},
{0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1, 1, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 1, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, -1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
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{0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 1, 0, 0, 0, -1, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, -1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, -1, 0, 0, 0, 0, 0, 0, -1, -1, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, -1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 0, -1, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, -1, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, -1, 1, 0, -1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 1, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, -1, 1, 0, 0, 1, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0, -1, -1, 0, 0, 1, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 1, 0, 0, 0, -1, -1, 0, 0, 1, 0, -1, 1, 0, 0, 0, 0, 0},
{0, 0, -1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, -1, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 1, 1, 1, 1, 1, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, -1, 0, 0, 0, 0, 1, -1, 0, 0, 0, 1, -1, 0, 0, 0, 0, -1, 0, 0, 1, 1, 0, 1, 0, 0, 0, 0, 1, 1, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 1, 0, 0, 0, 0, 1, 1, 1, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 1, 0, 0, 0, 0},
{0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, 0, -1, 0, 0, 0, 0, 0, 0},
{0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0},
{1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, -1, 0, 1, 0, 0, 0, 1, 0, 1, 0, 0, 1, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0}
};
static const int W4[10][100] = {
{-1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 1, 0, 0, 0, 1},
{-1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, -1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 0, 0},
{0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 1, -1, -1, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, -1, 0, 1, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, -1, 0, 0, 0},
{0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, -1, 0, 0, 1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, -1, 1, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, 1, 0, 1, 0, 0, 0, 0},
{-1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, -1, -1, 0, 0, 1, -1, 0, 0, 0, 0, 0, 0, 1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 1},
{0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, -1, -1, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 1, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 1, 1, -1, 0, 0, -1, 0, 0, -1, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 1, -1, 0, -1, 0, 0, 0, 0},
{0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 1, 1, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 1, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, -1, 1, 0, 0, 0, 0, 0, 0, 0, 0},
{-1, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 1, 0, 0, -1, 1, 1, 0, 0, 0, -1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, -1, 0, 0, 0, -1, 0, -1, 1, 0, 0, 0, 0, 1, -1, 0, 0, -1, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, -1, 0, 0, 0, 0},
{-1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, -1, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0},
{-1, 0, 0, -1, 0, 0, 0, -1, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0}
};
static const int B1[300] = {
134, 57, 85, -63, -46, 116, 15, 27, -86, -62, -4, 100, -117, 93, 93, -116, 77, 130, 10, 98, -1, 84, 39, 84, -62, -56, -78, -8, -92, -26, 12, -75, 101, 2, 79, 107, -27, -53, -117, 41, 61, -47, -67, -72, 79, 45, -113, 14, 6, 62, 22, 61, -86, -55, 91, 10, -98, 111, -85, -73, 84, 144, 19, -54, -29, 49, 84, 1, -2, -30, 123, 127, 47, -65, -3, 33, 103, -24, 111, -108, -36, 39, -64, -76, -79, -51, -3, 62, -43, -70, 76, -2, 96, -54, -10, 128, 140, -87, 74, -60, -69, 20, -49, 106, 71, -45, -1, -47, 126, -46, -7, -7, -78, 119, 27, 134, -3, 69, 39, 54, 27, -17, 128, -61, -111, 28, 32, 125, 8, 130, 25, 80, -89, 140, -98, 134, 105, 127, 101, 90, -88, -73, 14, 22, 79, 88, -26, -71, -58, 2, 104, -115, 41, -83, 110, 132, 43, 117, -101, -37, 37, -2, 21, 150, -59, -82, -13, -97, -59, 110, -112, 79, 63, 73, -71, 100, 94, 106, 25, -112, 80, 122, 55, -10, -86, 83, 94, -95, -70, 110, 107, -62, 113, -59, -61, -89, 58, -8, -88, 61, 74, -74, 47, -66, -78, 56, 66, -84, 114, 42, 68, 24, 56, -35, -104, 105, 91, 8, -51, 90, 63, -4, 66, -27, -17, 5, 24, 33, -25, 50, 37, -48, -53, 37, 65, 138, -42, -60, -40, -68, 82, 66, 60, 55, -62, 89, -56, -35, -110, -84, -113, 73, 87, 16, 14, 136, 48, -105, 67, -41, 61, 136, -44, 111, 66, 84, -72, 130, -15, -83, 54, 81, -62, -106, 81, -13, -94, 18, -84, 71, 46, 87, -66, 68, -61, -9, -15, 2, 48, -1, 61, 124, -50, -75, -48, 34, -90, 45, 88, 108
};
static const int B2[200] = {
26, 57, 52, -16, -20, -54, 72, 23, -50, 35, 85, -51, 49, 26, -41, -29, 50, 78, 48, 21, 37, 62, 54, 63, -24, -25, -41, 7, 31, 49, -9, 72, -44, 92, 19, 9, 18, 49, 8, 35, -21, 68, -27, 66, 24, 45, 57, 0, -66, 22, -38, 9, -12, 17, 68, -43, -33, -19, 41, -9, 4, -31, 6, 11, 13, -42, 44, 50, 0, 75, 3, 44, -18, -22, -39, 15, 80, -50, 41, -10, 35, 17, 22, -3, 63, 13, 12, 35, -29, -38, -21, 64, 15, -56, 13, -45, 20, -52, 55, 52, -25, 19, 69, -12, 22, -49, 60, 32, 40, -37, 22, 29, 37, 49, -63, 50, -26, -26, -11, -14, 78, 24, 84, -17, 25, 0, 60, 3, 48, 27, -22, -63, -14, -34, 53, -32, 58, 29, 18, 10, -26, 5, 6, 38, -27, -60, -23, 16, -5, 12, -2, 30, -52, 2, 92, 76, -22, 29, -15, 64, 39, -14, 0, -29, -4, 20, 0, 55, 39, -61, 53, -12, 14, 5, 55, -22, -47, -38, 8, 38, 56, -23, 63, 22, 61, 4, 59, -36, 51, 12, 12, 9, 33, -3, 58, -9, 77, -47, 45, -7
};
static const int B3[100] = {
-7, 36, 10, 27, 6, 14, 19, -15, -4, 2, -27, 29, 29, 0, 10, -38, 5, 15, 40, -27, -22, 43, 1, 56, 16, 25, 30, -25, -32, -26, -25, 18, 21, -3, -26, 4, 5, 27, 2, -28, 29, 18, -23, 18, -15, -36, -23, 27, 0, 1, 19, 19, 12, -23, 2, 24, 17, -40, -11, 32, -9, -8, -22, 8, -1, -8, -28, 40, 5, 47, 21, 24, -2, 36, 37, 26, 19, -31, 30, 9, 30, -14, 24, 20, -24, -30, 13, 32, 15, 3, -6, -21, -19, -3, -27, -6, -23, 33, 32, 19
};
static const int B4[10] = {
-16, 12, -6, 18, 11, -12, -9, 9, -13, -10
};
#endif /* MLP_WEIGHTS_H */
inference_codes/uci_fann_net/original/uci_fann_net.c
+51
View File
@@ -0,0 +1,51 @@
#include "simple_system_common.h"
#include "fully_connected.h"
#include "ibex_mlp_params.h"
#include "mlp_weights.h"
#include "ibex_inputs.h"
#define IN_DIM 76
#define HIDDEN_DIM1 300
#define HIDDEN_DIM2 200
#define HIDDEN_DIM3 100
#define OUT_DIM 10
#define SAMPLES 1
int outs[SAMPLES][OUT_DIM];
void uci_fann_net() {
int inp[IN_DIM];
int y1[HIDDEN_DIM1];
int y2[HIDDEN_DIM2];
int y3[HIDDEN_DIM3];
int out[OUT_DIM];
for (int iter = 0; iter < SAMPLES; iter ++){
for(int i = 0; i < IN_DIM; i++) inp[i] = input[iter][i];
pcount_enable(1);
mlp_layer(inp, y1, IN_DIM, HIDDEN_DIM1, W1, B1, SB1, MV1, SV1);
mlp_layer(y1, y2, HIDDEN_DIM1, HIDDEN_DIM2, W2, B2, SB2, MV2, SV2);
mlp_layer(y2, y3, HIDDEN_DIM2, HIDDEN_DIM3, W3, B3, SB3, MV3, SV3);
mlp_layer(y3, out, HIDDEN_DIM3, OUT_DIM, W4, B4, SB4, MV4, SV4);
pcount_enable(0);
puts("Output Layer Values:\n");
for(int i = 0; i < OUT_DIM; i++) {
puthex(out[i]);
puts("\n");
}
}
}
int main(void) {
pcount_enable(0);
uci_fann_net();
return 0;
}