#version 450 #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_iq3_xxs data_a[];}; layout (binding = 1) writeonly buffer D {D_TYPE data_b[];}; void main() { // Each thread handles 1 scale block (32 values) // 8 threads handle 1 superblock const uint ib = gl_WorkGroupID.x * 32 + gl_LocalInvocationID.x / 8; init_iq_shmem(gl_WorkGroupSize); if (ib >= p.nel / 256) { return; } const uint is = gl_LocalInvocationID.x % 8; const uint b_idx = 256 * ib + 32 * is; const uint s_idx = QUANT_K / 4 + 4 * is; const float d = float(data_a[ib].d); uint signscale = pack32(u8vec4( data_a[ib].qs[s_idx + 0], data_a[ib].qs[s_idx + 1], data_a[ib].qs[s_idx + 2], data_a[ib].qs[s_idx + 3] )); const float db = d * (0.5 + (signscale >> 28)) * 0.5; [[unroll]] for (uint l = 0; l < 4; ++l) { const uint sign7 = bitfieldExtract(signscale, 7 * int(l), 7); // Restore parity bit. const uint sign8 = sign7 | (bitCount(sign7) << 7); const u8vec4 grid0 = unpack8(iq3xxs_grid[data_a[ib].qs[8 * is + 2 * l]]); const u8vec4 grid1 = unpack8(iq3xxs_grid[data_a[ib].qs[8 * is + 2 * l + 1]]); data_b[b_idx + 8 * l + 0] = D_TYPE(db * grid0.x * ((sign8 & 1) != 0 ? -1.0 : 1.0)); data_b[b_idx + 8 * l + 1] = D_TYPE(db * grid0.y * ((sign8 & 2) != 0 ? -1.0 : 1.0)); data_b[b_idx + 8 * l + 2] = D_TYPE(db * grid0.z * ((sign8 & 4) != 0 ? -1.0 : 1.0)); data_b[b_idx + 8 * l + 3] = D_TYPE(db * grid0.w * ((sign8 & 8) != 0 ? -1.0 : 1.0)); data_b[b_idx + 8 * l + 4] = D_TYPE(db * grid1.x * ((sign8 & 16) != 0 ? -1.0 : 1.0)); data_b[b_idx + 8 * l + 5] = D_TYPE(db * grid1.y * ((sign8 & 32) != 0 ? -1.0 : 1.0)); data_b[b_idx + 8 * l + 6] = D_TYPE(db * grid1.z * ((sign8 & 64) != 0 ? -1.0 : 1.0)); data_b[b_idx + 8 * l + 7] = D_TYPE(db * grid1.w * ((sign8 & 128) != 0 ? -1.0 : 1.0)); } }