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BinaryNeuralNetwork.hpp
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BinaryNeuralNetwork.hpp
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// Datum : 07.02.2022
// Author : (c) Daniel Infuehr
// Content: Reference implementation of a Binary Neural Network Trained to calculate sliding piece attacks.
// Licence: Ask me to include in your project: [email protected]
// This header must be included without any change if you use parts of this code
#pragma once
#include <stdint.h>
#include <bit>
#ifdef __AVX2__
# include <immintrin.h>
#endif
namespace Chess_Lookup::BNNInternal {
struct Maskinfo {
const uint64_t Gather;
const uint64_t Scatter;
const uint32_t Count;
const uint32_t Offset;
};
static constexpr Maskinfo RookMasks[64] = {
{ 0x000101010101017eull, 0x01010101010101feull, 14, 0 }, { 0x000202020202027cull, 0x02020202020202fdull, 14, 448 }, { 0x000404040404047aull, 0x04040404040404fbull, 14, 896 }, { 0x0008080808080876ull, 0x08080808080808f7ull, 14, 1344 }, { 0x001010101010106eull, 0x10101010101010efull, 14, 1792 }, { 0x002020202020205eull, 0x20202020202020dfull, 14, 2240 }, { 0x004040404040403eull, 0x40404040404040bfull, 14, 2688 }, { 0x008080808080807eull, 0x808080808080807full, 14, 3136 },
{ 0x0001010101017e00ull, 0x010101010101fe01ull, 14, 3584 }, { 0x0002020202027c00ull, 0x020202020202fd02ull, 14, 4032 }, { 0x0004040404047a00ull, 0x040404040404fb04ull, 14, 4480 }, { 0x0008080808087600ull, 0x080808080808f708ull, 14, 4928 }, { 0x0010101010106e00ull, 0x101010101010ef10ull, 14, 5376 }, { 0x0020202020205e00ull, 0x202020202020df20ull, 14, 5824 }, { 0x0040404040403e00ull, 0x404040404040bf40ull, 14, 6272 }, { 0x0080808080807e00ull, 0x8080808080807f80ull, 14, 6720 },
{ 0x00010101017e0100ull, 0x0101010101fe0101ull, 14, 7168 }, { 0x00020202027c0200ull, 0x0202020202fd0202ull, 14, 7616 }, { 0x00040404047a0400ull, 0x0404040404fb0404ull, 14, 8064 }, { 0x0008080808760800ull, 0x0808080808f70808ull, 14, 8512 }, { 0x00101010106e1000ull, 0x1010101010ef1010ull, 14, 8960 }, { 0x00202020205e2000ull, 0x2020202020df2020ull, 14, 9408 }, { 0x00404040403e4000ull, 0x4040404040bf4040ull, 14, 9856 }, { 0x00808080807e8000ull, 0x80808080807f8080ull, 14, 10304 },
{ 0x000101017e010100ull, 0x01010101fe010101ull, 14, 10752 }, { 0x000202027c020200ull, 0x02020202fd020202ull, 14, 11200 }, { 0x000404047a040400ull, 0x04040404fb040404ull, 14, 11648 }, { 0x0008080876080800ull, 0x08080808f7080808ull, 14, 12096 }, { 0x001010106e101000ull, 0x10101010ef101010ull, 14, 12544 }, { 0x002020205e202000ull, 0x20202020df202020ull, 14, 12992 }, { 0x004040403e404000ull, 0x40404040bf404040ull, 14, 13440 }, { 0x008080807e808000ull, 0x808080807f808080ull, 14, 13888 },
{ 0x0001017e01010100ull, 0x010101fe01010101ull, 14, 14336 }, { 0x0002027c02020200ull, 0x020202fd02020202ull, 14, 14784 }, { 0x0004047a04040400ull, 0x040404fb04040404ull, 14, 15232 }, { 0x0008087608080800ull, 0x080808f708080808ull, 14, 15680 }, { 0x0010106e10101000ull, 0x101010ef10101010ull, 14, 16128 }, { 0x0020205e20202000ull, 0x202020df20202020ull, 14, 16576 }, { 0x0040403e40404000ull, 0x404040bf40404040ull, 14, 17024 }, { 0x0080807e80808000ull, 0x8080807f80808080ull, 14, 17472 },
{ 0x00017e0101010100ull, 0x0101fe0101010101ull, 14, 17920 }, { 0x00027c0202020200ull, 0x0202fd0202020202ull, 14, 18368 }, { 0x00047a0404040400ull, 0x0404fb0404040404ull, 14, 18816 }, { 0x0008760808080800ull, 0x0808f70808080808ull, 14, 19264 }, { 0x00106e1010101000ull, 0x1010ef1010101010ull, 14, 19712 }, { 0x00205e2020202000ull, 0x2020df2020202020ull, 14, 20160 }, { 0x00403e4040404000ull, 0x4040bf4040404040ull, 14, 20608 }, { 0x00807e8080808000ull, 0x80807f8080808080ull, 14, 21056 },
{ 0x007e010101010100ull, 0x01fe010101010101ull, 14, 21504 }, { 0x007c020202020200ull, 0x02fd020202020202ull, 14, 21952 }, { 0x007a040404040400ull, 0x04fb040404040404ull, 14, 22400 }, { 0x0076080808080800ull, 0x08f7080808080808ull, 14, 22848 }, { 0x006e101010101000ull, 0x10ef101010101010ull, 14, 23296 }, { 0x005e202020202000ull, 0x20df202020202020ull, 14, 23744 }, { 0x003e404040404000ull, 0x40bf404040404040ull, 14, 24192 }, { 0x007e808080808000ull, 0x807f808080808080ull, 14, 24640 },
{ 0x7e01010101010100ull, 0xfe01010101010101ull, 14, 25088 }, { 0x7c02020202020200ull, 0xfd02020202020202ull, 14, 25536 }, { 0x7a04040404040400ull, 0xfb04040404040404ull, 14, 25984 }, { 0x7608080808080800ull, 0xf708080808080808ull, 14, 26432 }, { 0x6e10101010101000ull, 0xef10101010101010ull, 14, 26880 }, { 0x5e20202020202000ull, 0xdf20202020202020ull, 14, 27328 }, { 0x3e40404040404000ull, 0xbf40404040404040ull, 14, 27776 }, { 0x7e80808080808000ull, 0x7f80808080808080ull, 14, 28224 }
};
static constexpr Maskinfo BishopMasks[64] = {
{ 0x0040201008040200ull, 0x8040201008040200ull, 7 , 0 }, { 0x0000402010080400ull, 0x0080402010080500ull, 7 , 224 }, { 0x0000004020100a00ull, 0x0000804020110a00ull, 7 , 448 }, { 0x0000000040221400ull, 0x0000008041221400ull, 7 , 672 }, { 0x0000000002442800ull, 0x0000000182442800ull, 7 , 896 }, { 0x0000000204085000ull, 0x0000010204885000ull, 7 , 1120 }, { 0x0000020408102000ull, 0x000102040810a000ull, 7 , 1344 }, { 0x0002040810204000ull, 0x0102040810204000ull, 7 , 1568 },
{ 0x0020100804020000ull, 0x4020100804020002ull, 7 , 1792 }, { 0x0040201008040000ull, 0x8040201008050005ull, 9 , 2016 }, { 0x00004020100a0000ull, 0x00804020110a000aull, 9 , 2304 }, { 0x0000004022140000ull, 0x0000804122140014ull, 9 , 2592 }, { 0x0000000244280000ull, 0x0000018244280028ull, 9 , 2880 }, { 0x0000020408500000ull, 0x0001020488500050ull, 9 , 3168 }, { 0x0002040810200000ull, 0x0102040810a000a0ull, 9 , 3456 }, { 0x0004081020400000ull, 0x0204081020400040ull, 7 , 3744 },
{ 0x0010080402000200ull, 0x2010080402000204ull, 7 , 3968 }, { 0x0020100804000400ull, 0x4020100805000508ull, 9 , 4192 }, { 0x004020100a000a00ull, 0x804020110a000a11ull, 11, 4480 }, { 0x0000402214001400ull, 0x0080412214001422ull, 11, 4832 }, { 0x0000024428002800ull, 0x0001824428002844ull, 11, 5184 }, { 0x0002040850005000ull, 0x0102048850005088ull, 11, 5536 }, { 0x0004081020002000ull, 0x02040810a000a010ull, 9 , 5888 }, { 0x0008102040004000ull, 0x0408102040004020ull, 7 , 6176 },
{ 0x0008040200020400ull, 0x1008040200020408ull, 7 , 6400 }, { 0x0010080400040800ull, 0x2010080500050810ull, 9 , 6624 }, { 0x0020100a000a1000ull, 0x4020110a000a1120ull, 11, 6912 }, { 0x0040221400142200ull, 0x8041221400142241ull, 13, 7264 }, { 0x0002442800284400ull, 0x0182442800284482ull, 13, 7680 }, { 0x0004085000500800ull, 0x0204885000508804ull, 11, 8096 }, { 0x0008102000201000ull, 0x040810a000a01008ull, 9 , 8448 }, { 0x0010204000402000ull, 0x0810204000402010ull, 7 , 8736 },
{ 0x0004020002040800ull, 0x0804020002040810ull, 7 , 8960 }, { 0x0008040004081000ull, 0x1008050005081020ull, 9 , 9184 }, { 0x00100a000a102000ull, 0x20110a000a112040ull, 11, 9472 }, { 0x0022140014224000ull, 0x4122140014224180ull, 13, 9824 }, { 0x0044280028440200ull, 0x8244280028448201ull, 13, 10240 }, { 0x0008500050080400ull, 0x0488500050880402ull, 11, 10656 }, { 0x0010200020100800ull, 0x0810a000a0100804ull, 9 , 11008 }, { 0x0020400040201000ull, 0x1020400040201008ull, 7 , 11296 },
{ 0x0002000204081000ull, 0x0402000204081020ull, 7 , 11520 }, { 0x0004000408102000ull, 0x0805000508102040ull, 9 , 11744 }, { 0x000a000a10204000ull, 0x110a000a11204080ull, 11, 12032 }, { 0x0014001422400000ull, 0x2214001422418000ull, 11, 12384 }, { 0x0028002844020000ull, 0x4428002844820100ull, 11, 12736 }, { 0x0050005008040200ull, 0x8850005088040201ull, 11, 13088 }, { 0x0020002010080400ull, 0x10a000a010080402ull, 9 , 13440 }, { 0x0040004020100800ull, 0x2040004020100804ull, 7 , 13728 },
{ 0x0000020408102000ull, 0x0200020408102040ull, 7 , 13952 }, { 0x0000040810204000ull, 0x0500050810204080ull, 9 , 14176 }, { 0x00000a1020400000ull, 0x0a000a1120408000ull, 9 , 14464 }, { 0x0000142240000000ull, 0x1400142241800000ull, 9 , 14752 }, { 0x0000284402000000ull, 0x2800284482010000ull, 9 , 15040 }, { 0x0000500804020000ull, 0x5000508804020100ull, 9 , 15328 }, { 0x0000201008040200ull, 0xa000a01008040201ull, 9 , 15616 }, { 0x0000402010080400ull, 0x4000402010080402ull, 7 , 15904 },
{ 0x0002040810204000ull, 0x0002040810204080ull, 7 , 16128 }, { 0x0004081020400000ull, 0x0005081020408000ull, 7 , 16352 }, { 0x000a102040000000ull, 0x000a112040800000ull, 7 , 16576 }, { 0x0014224000000000ull, 0x0014224180000000ull, 7 , 16800 }, { 0x0028440200000000ull, 0x0028448201000000ull, 7 , 17024 }, { 0x0050080402000000ull, 0x0050880402010000ull, 7 , 17248 }, { 0x0020100804020000ull, 0x00a0100804020100ull, 7 , 17472 }, { 0x0040201008040200ull, 0x0040201008040201ull, 7 , 17696 }
};
static constexpr uint8_t BishopWeights[] = {
0xd1, 0x48, 0x87, 0x13, 0xc5, 0xa2, 0x99, 0x18, 0x78, 0xe8, 0x8c, 0x80, 0x38, 0x0e, 0xcb, 0x34, 0xab, 0x38, 0x06, 0x52, 0x29, 0x12, 0xb9, 0xda, 0x8b, 0x62, 0x9c, 0x09, 0xb4, 0x4c, 0x11, 0x89,
0x27, 0x98, 0xa8, 0x07, 0x70, 0xa8, 0xbc, 0x29, 0x84, 0xab, 0x8e, 0x8c, 0x8a, 0xcf, 0x15, 0xb4, 0x6c, 0x7c, 0x6a, 0x48, 0x9a, 0x70, 0x3a, 0xf9, 0x90, 0x61, 0x30, 0x8a, 0x4c, 0x63, 0x76, 0x15,
0x42, 0x06, 0x00, 0x97, 0xb4, 0xdd, 0xb0, 0x5e, 0xdf, 0xd9, 0x26, 0x88, 0x7c, 0x8c, 0x88, 0x98, 0x16, 0xe0, 0x59, 0x61, 0x98, 0xea, 0xef, 0x2b, 0x60, 0xfd, 0xa9, 0x08, 0xad, 0x20, 0x0c, 0x12,
0xd0, 0xcb, 0xa0, 0xf4, 0xe8, 0x3b, 0xd1, 0x87, 0x1b, 0xc4, 0x24, 0x28, 0x5a, 0x03, 0x64, 0x82, 0x94, 0x1e, 0xb8, 0x14, 0x68, 0x66, 0x4c, 0xc8, 0x09, 0x40, 0xb0, 0x86, 0x58, 0x6f, 0xe1, 0x4b,
0xc3, 0x10, 0x50, 0x41, 0x38, 0x20, 0x16, 0xb3, 0x82, 0x3b, 0x80, 0x56, 0x9f, 0x1e, 0xb1, 0xb0, 0x14, 0x87, 0x6b, 0x34, 0x70, 0xb5, 0x72, 0x15, 0x0c, 0x06, 0xff, 0x7a, 0xb0, 0x9f, 0x29, 0xfc,
0xe8, 0x89, 0xa1, 0xad, 0xb5, 0xab, 0x4d, 0x0b, 0x4c, 0x3c, 0x3f, 0x7b, 0x3e, 0xc5, 0xb0, 0xa2, 0x62, 0x8c, 0xc1, 0x84, 0xdf, 0x90, 0x09, 0x15, 0x12, 0xe8, 0x38, 0xc8, 0x41, 0xdb, 0xc0, 0x4b,
0x8c, 0x43, 0x80, 0x46, 0x74, 0xe4, 0x13, 0x73, 0x91, 0xd9, 0x49, 0xec, 0x6d, 0x81, 0xe0, 0xad, 0x81, 0x54, 0x9e, 0xc6, 0xd0, 0x3f, 0xff, 0x45, 0x68, 0x1e, 0xa1, 0xea, 0x3c, 0x34, 0x41, 0xd4,
0xd2, 0x49, 0x76, 0x23, 0x02, 0x54, 0x72, 0x48, 0x49, 0xf1, 0x42, 0xbb, 0xbb, 0x94, 0x22, 0x03, 0x7c, 0xe0, 0x3b, 0x26, 0x53, 0xb1, 0x87, 0x82, 0x74, 0x88, 0x23, 0x40, 0x04, 0x1c, 0x44, 0x06,
0x16, 0x45, 0xff, 0x54, 0xf1, 0x21, 0xca, 0xaf, 0x5b, 0x5e, 0xc2, 0xd3, 0x18, 0x91, 0x49, 0x82, 0xf0, 0xc4, 0x25, 0x54, 0xbe, 0xa1, 0xf4, 0x0c, 0x1d, 0x4a, 0x31, 0x20, 0x70, 0x85, 0x4e, 0x54,
0x49, 0x34, 0x96, 0x51, 0xe5, 0x06, 0x9a, 0x11, 0xd0, 0xbd, 0x5e, 0xe7, 0x22, 0x6f, 0x96, 0x5d, 0xaa, 0x66, 0x1a, 0x49, 0x40, 0x21, 0x04, 0x52, 0x84, 0x91, 0xa4, 0x86, 0x78, 0x3f, 0x7c, 0xc2,
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0xb5, 0x30, 0x02, 0x61, 0x1f, 0x34, 0x94, 0x04, 0x10, 0xa7, 0x0c, 0x26, 0x4f, 0x8a, 0x24, 0xd5, 0x90, 0xa6, 0x03, 0x60, 0xab, 0x31, 0x27, 0xcc, 0xc6, 0x5b, 0x09, 0x03, 0x7c, 0x20, 0x53, 0x7b,
0x2c, 0x0c, 0x20, 0x15, 0x9a, 0x86, 0x44, 0xc4, 0x71, 0x09, 0x04, 0x11, 0x53, 0x6b, 0x33, 0x10, 0x2a, 0x6d, 0x14, 0xa0, 0x92, 0x21, 0x1c, 0x8c, 0xbe, 0x03, 0x30, 0x9c, 0xc7, 0x32, 0xc5, 0x62,
0x64, 0x31, 0x82, 0xfc, 0xf2, 0x23, 0x13, 0x81, 0xb4, 0x1c, 0x64, 0x72, 0x95, 0x65, 0xe8, 0xed, 0xc2, 0x0c, 0x49, 0xed, 0x79, 0xa8, 0x00, 0x61, 0x94, 0x98, 0xb0, 0x2f, 0x7f, 0x8d, 0x9c, 0x49,
0xd4, 0x63, 0x44, 0x1b, 0x30, 0x78, 0x8c, 0x65, 0xd3, 0x42, 0x65, 0xd1, 0xd5, 0xa4, 0x68, 0x88, 0x51, 0x79, 0x51, 0x14, 0xf1, 0xcc, 0x86, 0x07, 0x24, 0x11, 0xeb, 0x90, 0x12, 0x70, 0x51, 0x8c,
0x1b, 0xa3, 0x8e, 0x4a, 0x81, 0x96, 0xf7, 0x15, 0xcf, 0xc2, 0xf8, 0x38, 0xa3, 0x10, 0xa8, 0x60, 0xc1, 0x77, 0x40, 0x64, 0xbf, 0xba, 0xfb, 0x26, 0x88, 0xdc, 0xb3, 0xcc, 0x68, 0x10, 0x07, 0x01,
0x11, 0x39, 0x47, 0x51, 0x11, 0x42, 0xb1, 0xba, 0x96, 0xa4, 0x36, 0x0d, 0x64, 0x2c, 0x00, 0x60, 0x27, 0x47, 0x82, 0x40, 0xae, 0x16, 0x62, 0x62, 0x45, 0xa6, 0xa1, 0xfe, 0x45, 0x9c, 0x40, 0x17,
0x60, 0x77, 0x0e, 0x40, 0xab, 0x23, 0x88, 0xb5, 0x83, 0xa1, 0xbb, 0x90, 0xa1, 0xba, 0xcf, 0x94, 0xae, 0x8a, 0xf3, 0x76, 0x4d, 0x14, 0x24, 0xd6, 0x66, 0x19, 0xc1, 0xa8, 0x60, 0x2c, 0x04, 0xa2,
0x9b, 0x1c, 0x00, 0x4f, 0xe5, 0x45, 0xda, 0xfb, 0x6f, 0x73, 0xa4, 0xa2, 0x2c, 0x22, 0x50, 0x14, 0x0b, 0x34, 0x32, 0xa4, 0xd6, 0x28, 0x4b, 0xa8, 0x13, 0x2a, 0x35, 0x43, 0x18, 0x9c, 0x10, 0x82,
0x42, 0x70, 0xe0, 0x34, 0x9a, 0xe1, 0xea, 0xf1, 0x8a, 0x30, 0x0a, 0x92, 0x67, 0xec, 0x6a, 0x84, 0x75, 0x40, 0x34, 0x29, 0x87, 0x89, 0x53, 0x41, 0x85, 0xc1, 0x01, 0xc7, 0x28, 0x01, 0x1a, 0x1a,
0xb9, 0x2b, 0xf3, 0xee, 0x18, 0xc1, 0xa0, 0x98, 0xd2, 0x44, 0xe0, 0x20, 0xcf, 0x48, 0x46, 0x50, 0xe0, 0x36, 0x39, 0x04, 0x91, 0xe8, 0xf8, 0xe2, 0x28, 0x45, 0x5f, 0xdc, 0xfc, 0x04, 0x24, 0x30,
0x84, 0x05, 0x98, 0x2c, 0xc0, 0xdc, 0x42, 0xfe, 0x53, 0x37, 0x30, 0x5a, 0xe3, 0x48, 0x73, 0x54, 0x93, 0x93, 0x83, 0x42, 0x89, 0xb0, 0x59, 0x6a, 0xe0, 0x20, 0x7e, 0xd1, 0x38, 0x1a, 0xf4, 0xa6,
0x63, 0xf9, 0x0a, 0x96, 0x50, 0x34, 0x42, 0xcf, 0x3e, 0xcd, 0xfd, 0x49, 0xa1, 0x61, 0xfe, 0x54, 0x51, 0x48, 0xa0, 0xba, 0xe2, 0xa8, 0x70, 0x84, 0x43, 0x82, 0x37, 0x0a, 0x13, 0x2e, 0xed, 0x0b,
0x40, 0x22, 0x93, 0x54, 0x42, 0xf8, 0x00, 0x68, 0x2c, 0xce, 0xd6, 0xfb, 0x65, 0x88, 0xd7, 0xa2, 0x71, 0xb7, 0x83, 0x62, 0xb3, 0x2e, 0x56, 0x9e, 0x84, 0x92, 0x21, 0x42, 0x86, 0x49, 0x65, 0x68,
0x0e, 0x04, 0x44, 0xd8, 0xbd, 0x98, 0xc3, 0x72, 0xc8, 0xce, 0x8f, 0xa2, 0x88, 0xbd, 0x0d, 0x5e, 0xa1, 0x68, 0x1e, 0x1a, 0x89, 0xa1, 0xc0, 0xf8, 0x43, 0x11, 0xce, 0x44, 0x22, 0xeb, 0x4d, 0x24,
0x95, 0x25, 0x81, 0x06, 0xa2, 0xd7, 0x0a, 0x2a, 0xdd, 0x26, 0x1d, 0x23, 0x47, 0x2c, 0x0c, 0xef, 0x0b, 0x20, 0x11, 0x05, 0xaa, 0x04, 0x6a, 0x6b, 0x06, 0x22, 0x19, 0xd7, 0x58, 0xf9, 0x89, 0x82,
0xcd, 0x42, 0x17, 0xbf, 0x1e, 0x20, 0x00, 0x26, 0xc4, 0xc2, 0xb4, 0xc0, 0xa8, 0x25, 0x60, 0x99, 0x2c, 0x2e, 0x01, 0x61, 0xa6, 0x49, 0x8b, 0xa1, 0xd5, 0x0c, 0x02, 0x86, 0x73, 0x60, 0xaf, 0x23,
0xbe, 0xb8, 0x5f, 0x61, 0xa8, 0x35, 0x06, 0x6b, 0x54, 0x46, 0x61, 0xdb, 0xc9, 0xbf, 0xc8, 0x51, 0xbd, 0xc8, 0x12, 0xb2, 0x46, 0x31, 0x13, 0xa3, 0x57, 0x67, 0x15, 0x75, 0x41, 0x05, 0x67, 0x01,
0xf3, 0x84, 0x84, 0x72, 0xa3, 0x1e, 0x82, 0x6e, 0x18, 0x4c, 0x0b, 0x49, 0xe0, 0x4a, 0xe5, 0x21, 0x6b, 0x67, 0xdc, 0xa4, 0xf0, 0x1a, 0xc1, 0x37, 0x68, 0x53, 0x47, 0x04, 0x80, 0x3a, 0xf3, 0x92,
0x78, 0xc0, 0xf8, 0xef, 0xa1, 0x06, 0x43, 0xa1, 0x33, 0x21, 0x44, 0x80, 0xd3, 0x55, 0x61, 0xc3, 0x09, 0xa4, 0xb7, 0xb2, 0xfc, 0x6d, 0x60, 0xcb, 0x1a, 0x24, 0x18, 0xb0, 0xc2, 0xdd, 0x0a, 0xe4,
0xc7, 0x50, 0x53, 0x44, 0x33, 0x13, 0xaf, 0xeb, 0x26, 0x96, 0x25, 0x40, 0xa4, 0xce, 0x82, 0x83, 0x4b, 0xea, 0x80, 0x83, 0x8c, 0x70, 0x78, 0x1d, 0x47, 0xc1, 0x5a, 0xa8, 0xa0, 0xf6, 0xc1, 0x0f,
0xf5, 0x20, 0x2f, 0x29, 0x47, 0x00, 0x85, 0x0a, 0x4d, 0xe3, 0x57, 0x41, 0x2c, 0x33, 0xd2, 0x25, 0xa9, 0x45, 0xe1, 0xf6, 0x86, 0xc4, 0x89, 0xa2, 0x43, 0xe8, 0x80, 0x52, 0x28, 0x5b, 0xaa, 0x56,
0x3b, 0x29, 0x4b, 0xe0, 0x35, 0x25, 0x57, 0x3f, 0x99, 0x40, 0xe8, 0x67, 0x08, 0x91, 0x43, 0xc4, 0x18, 0x62, 0xff, 0x8a, 0xeb, 0x0b, 0x40, 0x0a, 0xab, 0x8f, 0x8c, 0x4c, 0xd6, 0x1a, 0x89, 0x11,
0x0a, 0x0e, 0x91, 0x8a, 0x11, 0x0d, 0x50, 0xcc, 0x4a, 0x07, 0x0e, 0xcc, 0x5a, 0x70, 0x48, 0x8a, 0xb6, 0x69, 0xff, 0x06, 0x74, 0xd4, 0x04, 0xa4, 0x39, 0x42, 0xf9, 0x5b, 0x09, 0x92, 0x47, 0x8c,
0xc8, 0x1e, 0x0a, 0x44, 0x24, 0xc3, 0x41, 0x20, 0x7a, 0x74, 0x02, 0x6b, 0xf9, 0xba, 0xa4, 0x69, 0x89, 0x8e, 0x43, 0x80, 0x1c, 0x9a, 0x86, 0x9b, 0x3d, 0x61, 0x2a, 0x04, 0x16, 0x6a, 0xa7, 0xf4,
0x03, 0x12, 0xa1, 0xf7, 0x29, 0x34, 0x25, 0xfa, 0xe9, 0x04, 0x60, 0xf5, 0x06, 0x18, 0x7c, 0x7f, 0x23, 0x5c, 0xc1, 0x6a, 0x22, 0x5c, 0x99, 0xc3, 0x15, 0x3d, 0x54, 0x6d, 0x17, 0x7d, 0x28, 0x41,
0x80, 0x04, 0xa2, 0x56, 0x0a, 0xec, 0x58, 0xe9, 0xaf, 0x3d, 0x27, 0x75, 0xa0, 0xc1, 0x47, 0x81, 0x31, 0x2d, 0x18, 0x28, 0x10, 0x5c, 0x89, 0x6c, 0x86, 0x00, 0x07, 0x9c, 0xf0, 0x2a, 0x17, 0xd3,
0x82, 0xc4, 0x0d, 0xb3, 0xf2, 0xac, 0x40, 0xa1, 0x65, 0x6c, 0xf6, 0x46, 0x16, 0xde, 0x81, 0x91, 0x54, 0x61, 0x4b, 0x32, 0xd6, 0x90, 0xc0, 0x0e, 0x86, 0xb4, 0xfb, 0xa5, 0x67, 0x33, 0x47, 0x20,
0xaf, 0x91, 0x52, 0xfb, 0xe6, 0xf0, 0x4d, 0xef, 0x4f, 0x10, 0x81, 0x72, 0xef, 0x13, 0x88, 0xad, 0xce, 0xc1, 0x06, 0xe1, 0x4d, 0x03, 0x11, 0x52, 0x80, 0x41, 0x40, 0x28, 0x0e, 0xd3, 0xf1, 0x38,
0x5b, 0x4c, 0x04, 0xc1, 0x24, 0xa8, 0x4f, 0x43, 0x9c, 0xc7, 0x14, 0x0a, 0x5f, 0xb1, 0x89, 0xb6, 0x0f, 0x94, 0x86, 0x32, 0xc9, 0x11, 0x50, 0x4f, 0x92, 0xc2, 0x91, 0xe3, 0xd8, 0xa2, 0x4b, 0xe8,
0x44, 0xf1, 0x9f, 0x88, 0x31, 0x51, 0x9c, 0x68, 0x08, 0x41, 0x3f, 0x01, 0x74, 0x2a, 0x93, 0x2a, 0x27, 0x08, 0xda, 0x15, 0xc5, 0x82, 0x5d, 0xc4, 0xa0, 0x8a, 0x0e, 0x7d, 0xe7, 0x32, 0x9a, 0xc3,
0x44, 0xf1, 0x9f, 0x88, 0x31, 0x51, 0x9c, 0x68, 0x08, 0x41, 0x3f, 0x01, 0x74, 0x2a, 0x93, 0x2a, 0x27, 0x08, 0xda, 0x15, 0xc5, 0x82, 0x5d, 0xc4, 0xa0, 0x8a, 0x0e, 0x7d, 0xe7, 0x32, 0x9a, 0xc3, //Padding
0x44, 0xf1, 0x9f, 0x88, 0x31, 0x51, 0x9c, 0x68, 0x08, 0x41, 0x3f, 0x01, 0x74, 0x2a, 0x93, 0x2a, 0x27, 0x08, 0xda, 0x15, 0xc5, 0x82, 0x5d, 0xc4, 0xa0, 0x8a, 0x0e, 0x7d, 0xe7, 0x32, 0x9a, 0xc3, //Padding
0x44, 0xf1, 0x9f, 0x88, 0x31, 0x51, 0x9c, 0x68, 0x08, 0x41, 0x3f, 0x01, 0x74, 0x2a, 0x93, 0x2a, 0x27, 0x08, 0xda, 0x15, 0xc5, 0x82, 0x5d, 0xc4, 0xa0, 0x8a, 0x0e, 0x7d, 0xe7, 0x32, 0x9a, 0xc3, //Padding
0x44, 0xf1, 0x9f, 0x88, 0x31, 0x51, 0x9c, 0x68, 0x08, 0x41, 0x3f, 0x01, 0x74, 0x2a, 0x93, 0x2a, 0x27, 0x08, 0xda, 0x15, 0xc5, 0x82, 0x5d, 0xc4, 0xa0, 0x8a, 0x0e, 0x7d, 0xe7, 0x32, 0x9a, 0xc3, //Padding
0x44, 0xf1, 0x9f, 0x88, 0x31, 0x51, 0x9c, 0x68, 0x08, 0x41, 0x3f, 0x01, 0x74, 0x2a, 0x93, 0x2a, 0x27, 0x08, 0xda, 0x15, 0xc5, 0x82, 0x5d, 0xc4, 0xa0, 0x8a, 0x0e, 0x7d, 0xe7, 0x32, 0x9a, 0xc3, //Padding
0x44, 0xf1, 0x9f, 0x88, 0x31, 0x51, 0x9c, 0x68, 0x08, 0x41, 0x3f, 0x01, 0x74, 0x2a, 0x93, 0x2a, 0x27, 0x08, 0xda, 0x15, 0xc5, 0x82, 0x5d, 0xc4, 0xa0, 0x8a, 0x0e, 0x7d, 0xe7, 0x32, 0x9a, 0xc3, //Padding
0x44, 0xf1, 0x9f, 0x88, 0x31, 0x51, 0x9c, 0x68, 0x08, 0x41, 0x3f, 0x01, 0x74, 0x2a, 0x93, 0x2a, 0x27, 0x08, 0xda, 0x15, 0xc5, 0x82, 0x5d, 0xc4, 0xa0, 0x8a, 0x0e, 0x7d, 0xe7, 0x32, 0x9a, 0xc3, //Padding
};
static constexpr uint8_t RookWeights[] = {
0x56, 0x1e, 0x58, 0x08, 0x93, 0x0e, 0x3d, 0x04, 0xa9, 0x00, 0xec, 0x09, 0x73, 0x04, 0x46, 0x0d, 0x83, 0x09, 0x66, 0x87, 0xb6, 0x0b, 0x0a, 0x02, 0x31, 0x0d, 0xd9, 0x0b, 0x8f, 0x00, 0x27, 0x01,
0xa2, 0x25, 0xdc, 0x13, 0x28, 0xdd, 0x80, 0x3b, 0xfc, 0x06, 0x42, 0x03, 0x7e, 0x9c, 0x3c, 0x00, 0x22, 0x04, 0xa8, 0x23, 0x56, 0x5a, 0x7a, 0x4f, 0x16, 0x6c, 0x8e, 0x02, 0xd0, 0x05, 0xc4, 0x0c,
0xac, 0xe2, 0x7c, 0x4f, 0xd4, 0x29, 0x98, 0x99, 0x04, 0x2d, 0x50, 0x06, 0x30, 0xba, 0x40, 0xb4, 0x94, 0x36, 0x88, 0x01, 0x48, 0x03, 0x70, 0x20, 0x68, 0x2a, 0xec, 0x44, 0xe8, 0x46, 0x9c, 0xde,
0x00, 0x97, 0xf0, 0x92, 0xb7, 0xd2, 0x10, 0x94, 0x90, 0xf5, 0xe8, 0x00, 0xf8, 0x07, 0x60, 0xf4, 0x50, 0xcc, 0xb0, 0x8b, 0x28, 0xc0, 0x68, 0x2d, 0x98, 0x25, 0x08, 0x49, 0xc0, 0xdb, 0x08, 0x3a,
0x30, 0x09, 0xe2, 0x01, 0xc2, 0xff, 0x91, 0xc6, 0x84, 0x25, 0x18, 0x9a, 0x44, 0xe6, 0x08, 0xfd, 0x95, 0xbe, 0x92, 0x86, 0x78, 0x82, 0xf5, 0x5d, 0xf0, 0x27, 0x62, 0x19, 0x31, 0x98, 0x68, 0xc9,
0x5c, 0x2a, 0xa1, 0x79, 0x68, 0x41, 0x84, 0x55, 0xc6, 0xae, 0x50, 0xdf, 0xea, 0xe5, 0xc5, 0x55, 0x23, 0xcc, 0xe1, 0xed, 0x10, 0x1a, 0xa8, 0xec, 0x21, 0x83, 0x10, 0xa9, 0x28, 0x16, 0xa4, 0x12,
0x73, 0xd9, 0x4a, 0xd5, 0x89, 0x95, 0xa0, 0x30, 0x50, 0x53, 0x14, 0xf7, 0xcc, 0x1a, 0xc1, 0x0d, 0x43, 0x27, 0xb0, 0x6e, 0x05, 0x95, 0x8c, 0x1a, 0xe1, 0xfb, 0xe2, 0xf4, 0x09, 0x73, 0x54, 0x2c,
0xc6, 0x02, 0x2f, 0x04, 0x8c, 0x08, 0x3c, 0x04, 0x11, 0x09, 0xc6, 0x00, 0x34, 0x08, 0xf6, 0x13, 0x86, 0x06, 0x55, 0x09, 0x09, 0x01, 0xe9, 0x0e, 0x40, 0x0a, 0xf8, 0x0e, 0x3b, 0x00, 0x35, 0x03,
0xb2, 0x0e, 0xb1, 0x61, 0x0d, 0x06, 0x3c, 0x01, 0x98, 0x2b, 0x82, 0x0c, 0x9f, 0x9b, 0x2c, 0x36, 0x20, 0x46, 0x9e, 0x28, 0xb9, 0x84, 0x21, 0xa9, 0x37, 0x84, 0x83, 0x25, 0x06, 0x0f, 0x0f, 0xab,
0x31, 0x14, 0x2e, 0x2b, 0x25, 0x1f, 0x05, 0x74, 0x04, 0x06, 0x10, 0x8d, 0x0b, 0x1b, 0x1b, 0x1a, 0x16, 0xff, 0x3c, 0x83, 0x39, 0x4a, 0x22, 0xf6, 0x0a, 0x74, 0x18, 0x44, 0x08, 0x15, 0x17, 0x80,
0xa0, 0x5c, 0x0d, 0x80, 0x1c, 0x2e, 0x1f, 0x42, 0x3a, 0x28, 0x14, 0x94, 0x1c, 0x4c, 0x21, 0x5e, 0x11, 0xa0, 0x26, 0x8a, 0x13, 0xb3, 0xa3, 0xf6, 0x0f, 0xfa, 0x29, 0x52, 0x32, 0x96, 0x2e, 0xbb,
0x1b, 0x90, 0x24, 0xe0, 0x14, 0x77, 0x1a, 0x12, 0x29, 0xd5, 0x34, 0xac, 0x25, 0x85, 0x03, 0xa4, 0x0f, 0xe4, 0x01, 0x88, 0xbc, 0xa8, 0x37, 0xb8, 0x0a, 0x38, 0x22, 0xbb, 0x39, 0x94, 0x3e, 0x5c,
0x07, 0x70, 0xaf, 0xa6, 0x84, 0x49, 0x15, 0xf9, 0x19, 0xa0, 0x0b, 0x31, 0x3a, 0x30, 0x26, 0x70, 0x21, 0x1c, 0x14, 0xe6, 0x4d, 0xd0, 0x36, 0x78, 0x38, 0x78, 0x2b, 0xca, 0x52, 0xcc, 0x3c, 0x68,
0x32, 0x7c, 0x27, 0xfc, 0x53, 0xb6, 0x33, 0x19, 0x3c, 0x77, 0x49, 0x91, 0x07, 0xa0, 0x1f, 0xd0, 0x1c, 0xf5, 0x99, 0x12, 0x0d, 0x46, 0x2e, 0xb0, 0x20, 0x01, 0x2c, 0x98, 0x36, 0x7e, 0xd0, 0x7d,
0xa4, 0x03, 0x8d, 0x45, 0x53, 0x04, 0x22, 0x13, 0x32, 0x0f, 0xca, 0x12, 0x33, 0x07, 0xfc, 0x00, 0xce, 0x91, 0x7c, 0x0a, 0x5e, 0x16, 0x18, 0x05, 0xc1, 0x46, 0xcb, 0x08, 0x69, 0x44, 0x40, 0x02,
0x46, 0x23, 0x9c, 0x27, 0x0a, 0x84, 0x98, 0x14, 0x35, 0x80, 0x2b, 0x82, 0x20, 0x02, 0xff, 0x01, 0xa0, 0x01, 0x49, 0x47, 0x45, 0x4a, 0xb2, 0x81, 0xb7, 0x07, 0xcc, 0x41, 0xd1, 0x0d, 0x5f, 0x15,
0x04, 0x22, 0x5a, 0x23, 0x8c, 0x25, 0x90, 0x24, 0x40, 0x5d, 0x24, 0x16, 0x6e, 0x2a, 0x18, 0x06, 0xfa, 0x02, 0x72, 0x17, 0x36, 0xd4, 0xe6, 0x8a, 0xbe, 0x1d, 0xe8, 0xf9, 0xda, 0x41, 0xa4, 0xd1,
0x20, 0x42, 0xdc, 0xa1, 0x5c, 0xf3, 0x58, 0x8e, 0x60, 0x66, 0x34, 0x7a, 0xe4, 0x8e, 0xb4, 0x2b, 0xc0, 0xc7, 0x08, 0x64, 0x3c, 0x09, 0xd0, 0x40, 0xa0, 0x3f, 0xa8, 0x29, 0x18, 0xc1, 0xd4, 0x10,
0x20, 0xf8, 0x48, 0x64, 0x30, 0xf1, 0x10, 0x41, 0xa8, 0xd4, 0xb0, 0x83, 0xec, 0x3c, 0x11, 0xa3, 0x60, 0x04, 0x98, 0xb6, 0xd8, 0xbc, 0xc8, 0x33, 0x40, 0x02, 0xf0, 0xd9, 0x08, 0x98, 0xe8, 0x20,
0xff, 0x53, 0xa2, 0xa8, 0x91, 0x12, 0x41, 0x9a, 0x74, 0x47, 0x21, 0x25, 0x10, 0x64, 0x88, 0x07, 0xd8, 0xf9, 0x80, 0xe5, 0x38, 0x49, 0x54, 0x05, 0x30, 0x4e, 0xf4, 0xbf, 0x0b, 0xfb, 0xe2, 0xdc,
0xe1, 0xf4, 0x4f, 0x87, 0xc4, 0x09, 0x61, 0x12, 0x81, 0xd8, 0x10, 0xde, 0xe8, 0x7f, 0x62, 0xa4, 0x5c, 0xd8, 0x48, 0x3e, 0x20, 0x02, 0xb7, 0x9f, 0x22, 0x10, 0x82, 0xd5, 0xc8, 0xa3, 0x30, 0x68,
0xac, 0x06, 0x05, 0x13, 0x04, 0x40, 0xec, 0x44, 0x40, 0x81, 0xfa, 0x82, 0x09, 0x00, 0x66, 0x17, 0xd3, 0x25, 0x19, 0x00, 0x6b, 0x34, 0x86, 0x63, 0xe1, 0x03, 0xd9, 0x05, 0x8f, 0x0e, 0x96, 0x00,
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