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

31 lines
810 B

alias number = f32;
struct MatrixBatch {
size: vec4<u32>,
data: array<number>,
}
@group(0) @binding(0)
var<storage, read> l: MatrixBatch;
@group(0) @binding(1)
var<storage, read> r: 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.x = r.size.x;
result.size.y = l.size.y;
result.size.z = l.size.z;
var s = 0f;
var li = global_id.z * l.size.x * l.size.y + global_id.y * l.size.x;
var ri = global_id.z * r.size.x * r.size.y + global_id.x;
for (var i = 0u; i < l.size.x; i++) {
s += l.data[li] * r.data[ri];
li++;
ri += r.size.x;
}
result.data[global_id.z * result.size.y * result.size.x + global_id.y * result.size.x + global_id.x] = s;
}