diff options
Diffstat (limited to 'llama.cpp/ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl')
| -rw-r--r-- | llama.cpp/ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl | 55 |
1 files changed, 55 insertions, 0 deletions
diff --git a/llama.cpp/ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl b/llama.cpp/ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl new file mode 100644 index 0000000..6ea2de9 --- /dev/null +++ b/llama.cpp/ggml/src/ggml-webgpu/wgsl-shaders/sum_rows.wgsl @@ -0,0 +1,55 @@ +@group(0) @binding(0) +var<storage, read_write> src: array<f32>; + +@group(0) @binding(1) +var<storage, read_write> dst: array<f32>; + +struct Params { + offset_src: u32, // in elements + offset_dst: u32, // in elements + + // Strides (in elements) + stride_src1: u32, + stride_src2: u32, + stride_src3: u32, + + ne0: u32, + ne1: u32, + ne2: u32 +}; + +@group(0) @binding(2) +var<uniform> params: Params; + +var<workgroup> shared_sum: array<f32, WG_SIZE>; + +@compute @workgroup_size(WG_SIZE) +fn main(@builtin(workgroup_id) wid: vec3<u32>, + @builtin(local_invocation_id) lid: vec3<u32>) { + + var i = wid.x; + let i3 = i / (params.ne2 * params.ne1); + i = i % (params.ne2 * params.ne1); + let i2 = i / params.ne1; + let i1 = i % params.ne1; + let i_src_row = params.offset_src + i3 * params.stride_src3 + i2 * params.stride_src2 + i1 * params.stride_src1; + var local_sum: f32 = 0.0; + for (var col = lid.x; col < params.ne0; col += WG_SIZE) { + local_sum += src[i_src_row + col]; + } + shared_sum[lid.x] = local_sum; + workgroupBarrier(); + // reduce within workgroup + var offset: u32 = WG_SIZE >> 1; + while (offset > 0) { + if (lid.x < offset) { + shared_sum[lid.x] = shared_sum[lid.x] + shared_sum[lid.x + offset]; + } + workgroupBarrier(); + offset >>= 1; + } + + if (lid.x == 0) { + dst[params.offset_dst + wid.x] = shared_sum[0]; + } +} |
