#version 450 #extension GL_EXT_shader_explicit_arithmetic_types_float16 : require #include "dequant_head.comp" layout(local_size_x = 256, local_size_y = 1, local_size_z = 1) in; layout (binding = 0) readonly buffer A {block_iq1_m data_a[];}; layout (binding = 1) writeonly buffer D {D_TYPE data_b[];}; void main() { // Each thread handles 1 subblock (32 values with 2 scales) const uint ib = gl_WorkGroupID.x * 32 + gl_LocalInvocationID.x / 8; init_iq_shmem(gl_WorkGroupSize); if (ib >= p.nel / 256) { return; } const uint ib32 = gl_LocalInvocationID.x % 8; const uint ib64 = ib32 / 2; const uint b_idx = 256 * ib + 32 * ib32; const uint16_t[4] scales = data_a[ib].scales; const u16vec4 s = u16vec4(scales[0], scales[1], scales[2], scales[3]) >> 12; const float d = float(uint16BitsToHalf(s.x | (s.y << 4) | (s.z << 8) | (s.w << 12))); const uint sc = data_a[ib].scales[ib64]; [[unroll]] for (int l = 0; l < 4; ++l) { const uint ib16 = 2 * ib32 + l / 2; const float dl = d * (2 * bitfieldExtract(sc, 3 * int(ib16 & 3), 3) + 1); const uint qh = data_a[ib].qh[ib16] >> (4 * (l & 1)); const uint qs = data_a[ib].qs[4 * ib32 + l]; const float delta = ((qh & 8) != 0) ? -IQ1M_DELTA : IQ1M_DELTA; const int16_t grid = int16_t(iq1s_grid[qs | ((qh & 7) << 8)]); [[unroll]] for (int j = 0; j < 8; ++j) { data_b[b_idx + 8 * l + j] = D_TYPE(dl * (bitfieldExtract(grid, 2*j, 2) + delta)); } } }