Transformer architecture implemented in TypeScript with WebGPU.
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nn/shader/isum.wgsl

37 lines
836 B

alias number = f32;
struct VectorBatch {
size: vec4<u32>,
data: array<u32>,
}
struct MatrixBatch {
size: vec4<u32>,
data: array<vec4<number>>,
}
@group(0) @binding(0)
var<storage, read> v: VectorBatch;
@group(0) @binding(1)
var<storage, read> m: MatrixBatch;
@group(0) @binding(2)
var<storage, read_write> result: MatrixBatch;
@compute @workgroup_size(1)
fn main(@builtin(global_invocation_id) global_id: vec3<u32>) {
result.size = m.size;
var vc = result.size.x / 4;
var resi = (global_id.z * result.size.y + global_id.y) * vc + global_id.x;
result.data[resi] = vec4(0f);
var mi = global_id.z * m.size.y * vc + global_id.x;
var vi = global_id.z * v.size.x;
for (var i = 0u; i < v.size.x; i++) {
if (global_id.y == v.data[vi]) {
result.data[resi] += m.data[mi];
}
mi += vc;
vi++;
}
}