| #version 450 |
|
|
| #include "dequant_head.comp" |
|
|
| layout(local_size_x = 64, 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 i = gl_WorkGroupID.x * 256 + wgy; |
| if (i >= p.M * p.K / QUANT_K) { |
| return; |
| } |
| const uint tid = gl_LocalInvocationID.x; |
| const uint ip = tid / 32; |
| const uint il = tid - 32 * ip; |
| const uint is = 8 * ip + il / 16; |
|
|
| const uint y_idx = i * QUANT_K + 128 * ip + il; |
|
|
| const uint ql_idx = 64 * ip + il; |
| const uint8_t qh = data_a[i].qh[32 * ip + il]; |
|
|
| const FLOAT_TYPE d = FLOAT_TYPE(data_a[i].d); |
|
|
| data_b[y_idx + 0] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 0] * (int8_t((data_a[i].ql[ql_idx + 0] & 0xF) | (((qh >> 0) & 3) << 4)) - 32))); |
| data_b[y_idx + 32] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 2] * (int8_t((data_a[i].ql[ql_idx + 32] & 0xF) | (((qh >> 2) & 3) << 4)) - 32))); |
| data_b[y_idx + 64] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 4] * (int8_t((data_a[i].ql[ql_idx + 0] >> 4) | (((qh >> 4) & 3) << 4)) - 32))); |
| data_b[y_idx + 96] = D_TYPE(d * FLOAT_TYPE(data_a[i].scales[is + 6] * (int8_t((data_a[i].ql[ql_idx + 32] >> 4) | (((qh >> 6) & 3) << 4)) - 32))); |
| } |
| } |
| |