#include "types.comp" layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufQ4_0 { block_q4_0_packed16 block; }; float16_t dequantFuncQ4_0(const in decodeBufQ4_0 bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { const float16_t d = bl.block.d; const uint idx = coordInBlock[1]; const uint shift = (idx & 0x10) >> 2; uint32_t qs = uint32_t(bl.block.qs[(idx & 0xE) >> 1]); qs >>= shift; qs &= 0x0F0F; qs = unpack8(qs)[idx & 1]; float16_t ret = (float16_t(qs) - float16_t(8)) * d; return ret; } layout(buffer_reference, std430, buffer_reference_align = 4) buffer decodeBufQ4_1 { block_q4_1 block; }; float16_t dequantFuncQ4_1(const in decodeBufQ4_1 bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { const float16_t d = bl.block.d; const float16_t m = bl.block.m; const uint idx = coordInBlock[1]; const uint iqs = idx & 0xF; const uint shift = (idx & 0x10) >> 2; uint32_t qs = bl.block.qs[iqs]; qs >>= shift; qs &= 0xF; float16_t ret = float16_t(qs) * d + m; return ret; } layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufQ5_0 { block_q5_0 block; }; float16_t dequantFuncQ5_0(const in decodeBufQ5_0 bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { const float16_t d = bl.block.d; const uint idx = coordInBlock[1]; const uint iqs = idx & 0xF; const uint uint_qh = uint(bl.block.qh[1]) << 16 | bl.block.qh[0]; const uint qh = ((uint_qh >> idx) << 4) & 0x10; const uint shift = (idx & 0x10) >> 2; uint32_t qs = bl.block.qs[iqs]; qs >>= shift; qs &= 0xF; float16_t ret = (float16_t(qs | qh) - float16_t(16)) * d; return ret; } layout(buffer_reference, std430, buffer_reference_align = 8) buffer decodeBufQ5_1 { block_q5_1 block; }; float16_t dequantFuncQ5_1(const in decodeBufQ5_1 bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { const float16_t d = bl.block.d; const float16_t m = bl.block.m; const uint idx = coordInBlock[1]; const uint iqs = idx & 0xF; const uint uint_qh = bl.block.qh; const uint qh = ((uint_qh >> idx) << 4) & 0x10; const uint shift = (idx & 0x10) >> 2; uint32_t qs = bl.block.qs[iqs]; qs >>= shift; qs &= 0xF; float16_t ret = float16_t(qs | qh) * d + m; return ret; } layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufQ8_0 { block_q8_0_packed16 block; }; float16_t dequantFuncQ8_0(const in decodeBufQ8_0 bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { const float16_t d = bl.block.d; const uint idx = coordInBlock[1]; const uint iqs = idx; // Load 16b and select the byte for this element int32_t qs = unpack8(int32_t(bl.block.qs[(iqs & 0x1E) >> 1]))[iqs & 1]; float16_t ret = float16_t(qs) * d; return ret; } layout(buffer_reference, std430, buffer_reference_align = 4) buffer decodeBufQ2_K { block_q2_K block; }; layout(buffer_reference, std430, buffer_reference_align = 16) buffer decodeBufQ2_K_packed16 { block_q2_K_packed16 block; }; float16_t dequantFuncQ2_K(const in decodeBufQ2_K bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { decodeBufQ2_K_packed16 bl16 = decodeBufQ2_K_packed16(bl); const f16vec2 d = bl.block.d; const uint idx = coordInBlock[1]; const uint scalesi = (idx & 0xF0) >> 4; // 0..15 const uint qsshift = (idx & 0x60) >> 4; // 0,2,4,6 uint qs = uint32_t(bl16.block.qs[((idx & 0x80) >> 3) + ((idx & 0x1E) >> 1)]); qs = (qs >> qsshift) & 0x0303; qs = unpack8(qs)[idx & 1]; const uint scales = bl.block.scales[scalesi]; float16_t ret = d.x * float16_t(scales & 0xF) * float16_t(qs) - d.y * float16_t(scales >> 4); return ret; } layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufQ3_K { block_q3_K block; }; float16_t dequantFuncQ3_K(const in decodeBufQ3_K bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { const uint idx = coordInBlock[1]; const uint iqs = idx; const uint n = iqs / 128; // 0,1 const uint qsi = n * 32 + (iqs % 32); // 0..63 const uint hmi = (iqs % 32); // 0..31 const uint j = (iqs % 128) / 8; // 0..15 const uint is = iqs / 16; // 0..15 const uint halfsplit = ((iqs % 128) / 32); // 0,1,2,3 const uint qsshift = halfsplit * 2; // 0,2,4,6 const uint m = 1 << (4 * n + halfsplit); // 1,2,4,8,16,32,64,128 uint32_t scaleidx0 = (is < 8) ? is : (is-8); uint32_t scaleidx0shift = (is < 8) ? 0 : 4; uint32_t scaleidx1 = is + 8 - (is/4)*4; uint32_t scaleidx1shift = (is/4)*2; const int8_t us = int8_t(((bl.block.scales[scaleidx0] >> scaleidx0shift) & 0xF) | (((bl.block.scales[scaleidx1] >> scaleidx1shift) & 3) << 4)); const float16_t dl = bl.block.d * float16_t(us - 32); float16_t ret = dl * float16_t(int8_t((bl.block.qs[qsi ] >> qsshift) & 3) - (((bl.block.hmask[hmi ] & m) != 0) ? 0 : 4)); return ret; } layout(buffer_reference, std430, buffer_reference_align = 16) buffer decodeBufQ4_K { block_q4_K block; }; layout(buffer_reference, std430, buffer_reference_align = 16) buffer decodeBufQ4_K_packed16 { block_q4_K_packed16 block; }; layout(buffer_reference, std430, buffer_reference_align = 16) buffer decodeBufQ4_K_packed128 { block_q4_K_packed128 block; }; float16_t dequantFuncQ4_K(const in decodeBufQ4_K bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { decodeBufQ4_K_packed16 bl16 = decodeBufQ4_K_packed16(bl); decodeBufQ4_K_packed128 bl128 = decodeBufQ4_K_packed128(bl); const uint idx = coordInBlock[1]; const uint b = (idx & 0x20) >> 5; // 0,1 const uint is = (idx & 0xE0) >> 5; // 0..7 uvec4 v = bl128.block.q4k[0]; const f16vec2 loadd = unpackFloat2x16(v.x); uint32_t sc; uint32_t mbyte; uint32_t scale0 = v.y; uint32_t scale4 = v.z; uint32_t scale8 = v.w; uint32_t sc_lo = scale0; uint32_t mb_lo = scale4; uint32_t sc_hi = (scale8 & 0x0F0F0F0F) | ((scale0 & 0xC0C0C0C0) >> 2); uint32_t mb_hi = ((scale8 & 0xF0F0F0F0) >> 4) | ((scale4 & 0xC0C0C0C0) >> 2); sc = is < 4 ? sc_lo : sc_hi; mbyte = is < 4 ? mb_lo : mb_hi; sc = sc >> (8 * (is & 3)); mbyte = mbyte >> (8 * (is & 3)); sc &= 0x3F; mbyte &= 0x3F; const float16_t d = loadd.x * float16_t(sc); const float16_t m = loadd.y * float16_t(mbyte); uint qs = uint32_t(bl16.block.qs[((idx & 0xC0) >> 2) + ((idx & 0x1E) >> 1)]); qs = (qs >> (b * 4 + 8 * (idx & 1))) & 0xF; float16_t ret = d * float16_t(qs) - m; return ret; } layout(buffer_reference, std430, buffer_reference_align = 16) buffer decodeBufQ5_K { block_q5_K block; }; layout(buffer_reference, std430, buffer_reference_align = 16) buffer decodeBufQ5_K_packed16 { block_q5_K_packed16 block; }; layout(buffer_reference, std430, buffer_reference_align = 16) buffer decodeBufQ5_K_packed128 { block_q5_K_packed128 block; }; float16_t dequantFuncQ5_K(const in decodeBufQ5_K bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { decodeBufQ5_K_packed16 bl16 = decodeBufQ5_K_packed16(bl); decodeBufQ5_K_packed128 bl128 = decodeBufQ5_K_packed128(bl); const uint idx = coordInBlock[1]; const uint b = (idx & 0x20) >> 5; // 0,1 const uint is = (idx & 0xE0) >> 5; // 0..7 uvec4 v = bl128.block.q5k[0]; const f16vec2 loadd = unpackFloat2x16(v.x); uint32_t sc; uint32_t mbyte; uint32_t scale0 = v.y; uint32_t scale4 = v.z; uint32_t scale8 = v.w; uint32_t sc_lo = scale0; uint32_t mb_lo = scale4; uint32_t sc_hi = (scale8 & 0x0F0F0F0F) | ((scale0 & 0xC0C0C0C0) >> 2); uint32_t mb_hi = ((scale8 & 0xF0F0F0F0) >> 4) | ((scale4 & 0xC0C0C0C0) >> 2); sc = is < 4 ? sc_lo : sc_hi; mbyte = is < 4 ? mb_lo : mb_hi; sc = sc >> (8 * (is & 3)); mbyte = mbyte >> (8 * (is & 3)); sc &= 0x3F; mbyte &= 0x3F; const float16_t d = loadd.x * float16_t(sc); const float16_t m = loadd.y * float16_t(mbyte); uint qh = uint32_t(bl16.block.qh[(idx & 0x1E) >> 1]); qh = ((qh >> is) & 0x101) << 4; uint qs = uint32_t(bl16.block.qs[((idx & 0xC0) >> 2) + ((idx & 0x1E) >> 1)]); qs = (qs >> (b * 4)) & 0x0F0F; qs = unpack8(qs | qh)[idx & 1]; float16_t ret = d * (float16_t(qs)) - m; return ret; } layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufQ6_K { block_q6_K block; }; layout(buffer_reference, std430, buffer_reference_align = 16) buffer decodeBufQ6_K_packed16 { block_q6_K_packed16 block; }; float16_t dequantFuncQ6_K(const in decodeBufQ6_K bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { decodeBufQ6_K_packed16 bl16 = decodeBufQ6_K_packed16(bl); const uint idx = coordInBlock[1]; const uint b = (idx & 0x40) >> 6; // 0,1 const uint qhshift = (idx & 0x60) >> 4; // 0,2,4,6 const uint is = (idx & 0xF0) >> 4; // 0..15 const float16_t dscale = bl.block.d * float16_t(bl.block.scales[is]); uint ql = uint32_t(bl16.block.ql[((idx & 0x80) >> 2) + ((idx & 0x3E) >> 1)]); ql = (ql >> (b * 4)) & 0x0F0F; uint qh = uint32_t(bl16.block.qh[((idx & 0x80) >> 3) + ((idx & 0x1E) >> 1)]); qh = ((qh >> qhshift) & 0x0303) << 4; int q = unpack8(ql | qh)[idx & 1]; float16_t ret = dscale * float16_t(q - 32); return ret; } #if defined(DATA_A_IQ2_XXS) layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufIQ2_XXS { block_iq2_xxs block; }; layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufIQ2_XXS_packed16 { block_iq2_xxs_packed16 block; }; float16_t dequantFuncIQ2_XXS(const in decodeBufIQ2_XXS bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { decodeBufIQ2_XXS_packed16 bl16 = decodeBufIQ2_XXS_packed16(bl); const float16_t d = bl.block.d; const uint idx = coordInBlock[1]; const uint ib32 = (idx & 0xE0) >> 5; // 0..7 const uint ib8 = (idx & 0x18) >> 3; // 0..3 const uint iqs = 8 * ib32 + ib8; const uint8_t qs = bl.block.qs[iqs]; const uint signscale = pack32(u16vec2(bl16.block.qs[4*ib32+2], bl16.block.qs[4*ib32+3])); const float16_t dscale = bl.block.d * 0.25hf * (0.5hf + float16_t(signscale >> 28)); uint sign = bitfieldExtract(signscale, 7 * int(ib8), 7); sign |= bitCount(sign) << 7; const uint8_t g = unpack8(iq2xxs_grid[qs][(idx & 4) >> 2])[idx & 3]; float16_t ret = dscale * float16_t(g) * ((sign & (1 << (idx & 7))) != 0 ? -1.0hf : 1.0hf); return ret; } #endif #if defined(DATA_A_IQ2_XS) layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufIQ2_XS { block_iq2_xs block; }; float16_t dequantFuncIQ2_XS(const in decodeBufIQ2_XS bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { const float16_t d = bl.block.d; const uint idx = coordInBlock[1]; const uint is = (idx & 0xE0) >> 5; // 0..8 const uint sshift = (idx & 0x10) >> 2; // 0,4 const uint iqs = (idx & 0xF8) >> 3; // 0..63 const uint16_t qs = bl.block.qs[iqs]; const float16_t dscale = bl.block.d * 0.25hf * (0.5hf + float16_t((bl.block.scales[is] >> sshift) & 0xF)); uint sign = uint(qs >> 9); sign |= bitCount(sign) << 7; const uint8_t g = unpack8(iq2xs_grid[qs & 0x1FF][(idx & 4) >> 2])[idx & 3]; float16_t ret = dscale * float16_t(g) * ((sign & (1 << (idx & 7))) != 0 ? -1.0hf : 1.0hf); return ret; } #endif #if defined(DATA_A_IQ2_S) layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufIQ2_S { block_iq2_s block; }; float16_t dequantFuncIQ2_S(const in decodeBufIQ2_S bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { uint idx = coordInBlock[1]; uint lsb = idx & 1; idx /= 2; const uint ib8 = (idx % 128) / 4; // 0..31 const uint ib32 = ib8 / 4; // 0..7 const uint scale = (bl.block.scales[ib32] >> (2 * (ib8 & 2))) & 0xf; const uint qs = bl.block.qs[ib8]; const uint qh = bl.block.qh[ib32]; const uint qhshift = 2 * (ib8 % 4); const uint sign = bl.block.qs[QUANT_K / 8 + ib8] >> (2 * (idx % 4)); const float d = float(bl.block.d); const float db = d * 0.25 * (0.5 + scale); const i8vec2 sign01 = i8vec2(1 - (2 & i8vec2(int8_t(sign << 1), int8_t(sign)))); const uint16_t grid = unpack16(iq2s_grid[qs | ((qh << (8 - qhshift)) & 0x300)][(idx & 2) >> 1])[idx & 1]; const vec2 v = db * vec2(sign01) * vec2(unpack8(grid)); return float16_t(v[lsb]); } #endif #if defined(DATA_A_IQ3_XXS) layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufIQ3_XXS { block_iq3_xxs block; }; layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufIQ3_XXS_packed16 { block_iq3_xxs_packed16 block; }; float16_t dequantFuncIQ3_XXS(const in decodeBufIQ3_XXS bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { uint idx = coordInBlock[1]; uint lsb = idx & 1; idx /= 2; const uint iqs = (idx % 128) / 2; // 0..63 const uint is = QUANT_K / 4 + 4 * (iqs / 8); // 8 values const float d = float(bl.block.d); const uint qs = bl.block.qs[iqs]; const uint signs = pack32(u8vec4( bl.block.qs[is+0], bl.block.qs[is+1], bl.block.qs[is+2], bl.block.qs[is+3] )); const float db = d * 0.5 * (0.5 + (signs >> 28)); const uint32_t sign7 = bitfieldExtract(signs, 7 * (int(iqs / 2) % 4), 7); const uint sign = (sign7 | (bitCount(sign7) << 7)) >> (2 * (idx % 4)); const i8vec2 sign01 = i8vec2(1 - (2 & i8vec2(int8_t(sign << 1), int8_t(sign)))); const uint grid = iq3xxs_grid[qs] >> (16 * (idx & 1)); const vec2 v = db * vec2(sign01) * vec2(unpack8(grid).xy); return float16_t(v[lsb]); } #endif #if defined(DATA_A_IQ3_S) layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufIQ3_S { block_iq3_s block; }; float16_t dequantFuncIQ3_S(const in decodeBufIQ3_S bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { uint idx = coordInBlock[1]; uint lsb = idx & 1; idx /= 2; const uint iqs = (idx % 128) / 2; // 0..63 const uint iqh = iqs / 8; const float d = float(bl.block.d); const uint qs = bl.block.qs[iqs]; const uint qh = bl.block.qh[iqh]; const int8_t sign = int8_t(bl.block.signs[iqs / 2] >> (2 * (idx % 4))); const uint scale = bl.block.scales[iqs / 16]; const i8vec2 sign01 = i8vec2(1 - (2 & i8vec2(sign << 1, sign))); const float db = d * (1 + 2 * ((scale >> (4 * (iqh & 1))) & 0xf)); const uint32_t grid = iq3s_grid[qs | ((qh << (8 - (iqs % 8))) & 256)] >> (16 * (idx % 2)); const vec2 v = db * vec2(sign01) * vec2(unpack8(grid).xy); return float16_t(v[lsb]); } #endif #if defined(DATA_A_IQ4_NL) layout(buffer_reference, std430, buffer_reference_align = 2) buffer decodeBufIQ4_NL { block_iq4_nl block; }; float16_t dequantFuncIQ4_NL(const in decodeBufIQ4_NL bl, const in uint blockCoords[2], const in uint coordInBlock[2]) { const float16_t d = bl.block.d; const uint idx = coordInBlock[1]; const uint iqs = idx & 0xF; const uint shift = (idx & 0x10) >> 2; uint32_t qs = bl.block.qs[iqs]; qs >>= shift; qs &= 0xF; float16_t ret = float16_t(kvalues_iq4nl[qs]) * d; return ret; } #endif #if defined(DATA_A_Q4_0) #define dequantFuncA dequantFuncQ4_0 #elif defined(DATA_A_Q4_1) #define dequantFuncA dequantFuncQ4_1 #elif defined(DATA_A_Q5_0) #define dequantFuncA dequantFuncQ5_0 #elif defined(DATA_A_Q5_1) #define dequantFuncA dequantFuncQ5_1 #elif defined(DATA_A_Q8_0) #define dequantFuncA dequantFuncQ8_0 #elif defined(DATA_A_Q2_K) #define dequantFuncA dequantFuncQ2_K #elif defined(DATA_A_Q3_K) #define dequantFuncA dequantFuncQ3_K #elif defined(DATA_A_Q4_K) #define dequantFuncA dequantFuncQ4_K #elif defined(DATA_A_Q5_K) #define dequantFuncA dequantFuncQ5_K #elif defined(DATA_A_Q6_K) #define dequantFuncA dequantFuncQ6_K #elif defined(DATA_A_IQ2_XXS) #define dequantFuncA dequantFuncIQ2_XXS #elif defined(DATA_A_IQ2_XS) #define dequantFuncA dequantFuncIQ2_XS #elif defined(DATA_A_IQ2_S) #define dequantFuncA dequantFuncIQ2_S #elif defined(DATA_A_IQ3_XXS) #define dequantFuncA dequantFuncIQ3_XXS #elif defined(DATA_A_IQ3_S) #define dequantFuncA dequantFuncIQ3_S #elif defined(DATA_A_IQ4_NL) #define dequantFuncA dequantFuncIQ4_NL #endif