char-fork/llama.cpp
git clone https://git.t4t.associates/char-fork/llama.cpp
e29acf74f
char/aliceai-t5-moe
1#version 450 2 3#extension GL_EXT_shader_explicit_arithmetic_types_int16 : require 4 5#include "dequant_head.glsl" 6 7layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in; 8 9layout (binding = 0) readonly buffer A {block_iq1_m data_a[];}; 10layout (binding = 1) writeonly buffer D {D_TYPE data_b[];}; 11 12void main() { 13 // Each thread handles 1 subblock (32 values with 2 scales) 14 const uint ib = gl_WorkGroupID.x * 32 + gl_LocalInvocationID.x / 8; 15 16 init_iq_shmem(gl_WorkGroupSize); 17 18 if (ib >= p.nel / 256) { 19 return; 20 } 21 22 const uint ib32 = gl_LocalInvocationID.x % 8; 23 const uint ib64 = ib32 / 2; 24 const uint b_idx = 256 * ib + 32 * ib32; 25 26 const uint16_t[4] scales = data_a[ib].scales; 27 const u16vec4 s = u16vec4(scales[0], scales[1], scales[2], scales[3]) >> 12; 28 const float d = float(unpackHalf2x16(s.x | (s.y << 4) | (s.z << 8) | (s.w << 12)).x); 29 30 const uint sc = data_a[ib].scales[ib64]; 31 [[unroll]] for (int l = 0; l < 4; ++l) { 32 const uint ib16 = 2 * ib32 + l / 2; 33 const float dl = d * (2 * bitfieldExtract(sc, 3 * int(ib16 & 3), 3) + 1); 34 const uint qh = data_a[ib].qh[ib16] >> (4 * (l & 1)); 35 const uint qs = data_a[ib].qs[4 * ib32 + l]; 36 const float delta = ((qh & 8) != 0) ? -IQ1M_DELTA : IQ1M_DELTA; 37 const int16_t grid = int16_t(iq1s_grid[qs | ((qh & 7) << 8)]); 38 [[unroll]] for (int j = 0; j < 8; ++j) { 39 data_b[b_idx + 8 * l + j] = D_TYPE(dl * (bitfieldExtract(grid, 2*j, 2) + delta)); 40 } 41 } 42}