| enable f16; |
|
|
| #ifdef DST_F32 |
| #define DST_INNER_TYPE f32 |
| #else |
| #define DST_INNER_TYPE f16 |
| #endif |
|
|
| #ifdef VEC4 |
| #define SRC_TYPE vec4<f32> |
| #define DST_TYPE vec4<DST_INNER_TYPE> |
| #define VEC_SIZE 4 |
| #else |
| #define SRC_TYPE f32 |
| #define DST_TYPE DST_INNER_TYPE |
| #define VEC_SIZE 1 |
| #endif |
|
|
| @group(0) @binding(0) |
| var<storage, read_write> src: array<SRC_TYPE>; |
|
|
| @group(0) @binding(1) |
| var<storage, read_write> idx: array<u32>; |
|
|
| @group(0) @binding(2) |
| var<storage, read_write> dst: array<DST_TYPE>; |
|
|
| #ifdef I64_IDX |
| @group(0) @binding(3) |
| var<storage, read_write> error: atomic<u32>; |
| #define PARAMS_BINDING 4 |
| #else |
| #define PARAMS_BINDING 3 |
| #endif |
|
|
| struct Params { |
| offset_src: u32, |
| offset_idx: u32, |
| offset_dst: u32, |
|
|
| |
| stride_src1: u32, |
| stride_src2: u32, |
| stride_src3: u32, |
|
|
| stride_idx0: u32, |
| stride_idx1: u32, |
| stride_idx2: u32, |
|
|
| stride_dst1: u32, |
| stride_dst2: u32, |
| stride_dst3: u32, |
|
|
| |
| ne0: u32, |
| n_rows: u32, |
| ne2: u32, |
| ne3: u32, |
|
|
| |
| idx1: u32, |
| idx2: u32, |
| }; |
|
|
| @group(0) @binding(PARAMS_BINDING) |
| var<uniform> params: Params; |
|
|
| @compute @workgroup_size(WG_SIZE) |
| fn main(@builtin(global_invocation_id) gid: vec3<u32>) { |
| if (gid.x >= (params.ne3 * params.ne2 * params.n_rows * params.ne0) / VEC_SIZE) { |
| return; |
| } |
|
|
| |
| let elems_per_row = params.ne0 / VEC_SIZE; |
| var i = gid.x / elems_per_row; |
|
|
| let i_src3 = i / (params.ne2 * params.n_rows); |
|
|
| i = i % (params.ne2 * params.n_rows); |
| let i_src2 = i / params.n_rows; |
| let i_src1 = i % params.n_rows; |
|
|
| let i_idx2 = i_src3 % params.idx2; |
| let i_idx1 = i_src2 % params.idx1; |
| let i_idx0 = i_src1; |
|
|
| #ifdef I64_IDX |
| let idx_high = (params.offset_idx + i_idx0 * params.stride_idx0 + i_idx1 * params.stride_idx1 + i_idx2 * params.stride_idx2) * 2; |
|
|
| let idx_val = idx[idx_high]; |
| let idx_low_val = idx[idx_high + 1]; |
|
|
| if (idx_low_val != 0) { |
| |
| atomicStore(&error, 1); |
| return; |
| } |
| #else |
| let idx_i = params.offset_idx + i_idx0 * params.stride_idx0 + i_idx1 * params.stride_idx1 + i_idx2 * params.stride_idx2; |
| let idx_val = idx[idx_i]; |
| #endif |
|
|
| let i_dst_row = params.offset_dst + idx_val * params.stride_dst1 + i_src2 * params.stride_dst2 + i_src3 * params.stride_dst3; |
| let i_src_row = params.offset_src + i_src1 * params.stride_src1 + i_src2 * params.stride_src2 + i_src3 * params.stride_src3; |
|
|
| let col_idx = (gid.x % elems_per_row); |
| dst[i_dst_row/VEC_SIZE + col_idx] = DST_TYPE(src[i_src_row/VEC_SIZE + col_idx]); |
| } |
|
|