#version 450 #include "dequant_head.comp" layout(local_size_x = 32, local_size_y = 1, local_size_z = 1) in; layout (binding = 0) readonly buffer A {A_TYPE data_a[];}; layout (binding = 1) writeonly buffer D {D_TYPE data_b[];}; void main() { [[unroll]] for (uint wgy = 0; wgy < 256; wgy++) { const uint ib = gl_WorkGroupID.x * 256 + wgy; if (ib >= p.M * p.K / QUANT_K) { return; } const uint tid = gl_LocalInvocationID.x; const uint il = tid / 8; const uint ir = tid % 8; const uint is = 2 * il; const uint n = 4; const FLOAT_TYPE dall = FLOAT_TYPE(data_a[ib].d.x); const FLOAT_TYPE dmin = FLOAT_TYPE(data_a[ib].d.y); const uint y_idx = ib * QUANT_K + 64 * il + n * ir; const uint qs_idx = 32*il + n * ir; uint scidx0 = (is < 4) ? is : (is + 4); uint scidx1 = (is < 4) ? is : (is - 4); uint scidxmask1 = (is < 4) ? 0x30 : 0xC0; uint scidxshift1 = (is < 4) ? 0 : 2; uint mbidx0 = is + 4; uint mbidx1 = (is < 4) ? is + 4 : is; uint mbidxmask0 = (is < 4) ? 0xF : 0xF0; uint mbidxshift0 = (is < 4) ? 0 : 4; uint mbidxmask1 = (is < 4) ? 0x30 : 0xC0; uint mbidxshift1 = (is < 4) ? 0 : 2; uint8_t sc = uint8_t((data_a[ib].scales[scidx0] & 0xF) | ((data_a[ib].scales[scidx1] & scidxmask1) >> scidxshift1)); uint8_t mbyte = uint8_t((data_a[ib].scales[mbidx0] & mbidxmask0) >> mbidxshift0 | ((data_a[ib].scales[mbidx1] & mbidxmask1) >> mbidxshift1)); const FLOAT_TYPE d1 = dall * sc; const FLOAT_TYPE m1 = dmin * mbyte; scidx0 = (is < 4) ? is + 1 : (is + 5); scidx1 = (is < 4) ? is + 1 : (is - 3); scidxmask1 = (is < 4) ? 0x30 : 0xC0; scidxshift1 = (is < 4) ? 0 : 2; mbidx0 = is + 5; mbidx1 = (is < 4) ? is + 5 : is + 1; mbidxmask0 = (is < 4) ? 0xF : 0xF0; mbidxshift0 = (is < 4) ? 0 : 4; mbidxmask1 = (is < 4) ? 0x30 : 0xC0; mbidxshift1 = (is < 4) ? 0 : 2; sc = uint8_t((data_a[ib].scales[scidx0] & 0xF) | ((data_a[ib].scales[scidx1] & scidxmask1) >> scidxshift1)); mbyte = uint8_t((data_a[ib].scales[mbidx0] & mbidxmask0) >> mbidxshift0 | ((data_a[ib].scales[mbidx1] & mbidxmask1) >> mbidxshift1)); const FLOAT_TYPE d2 = dall * sc; const FLOAT_TYPE m2 = dmin * mbyte; [[unroll]] for (uint l = 0; l < n; ++l) { data_b[y_idx + l ] = D_TYPE(d1 * FLOAT_TYPE(data_a[ib].qs[qs_idx + l] & 0xF) - m1); data_b[y_idx + l + 32] = D_TYPE(d2 * FLOAT_TYPE(data_a[ib].qs[qs_idx + l] >> 4) - m2); } } }