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

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struct MatrixBatch {
size: vec4<u32>,
data: array<f32>,
}
struct FVectorBatch {
size: vec4<u32>,
data: array<f32>,
}
struct UVectorBatch {
size: vec4<u32>,
data: array<u32>,
}
@group(0) @binding(0)
var<storage, read> m: MatrixBatch;
@group(0) @binding(1)
var<storage, read> r: FVectorBatch;
@group(0) @binding(2)
var<storage, read_write> result: UVectorBatch;
@compute @workgroup_size(1)
fn main(@builtin(global_invocation_id) global_id: vec3<u32>) {
result.size.x = m.size.y;
result.size.z = m.size.z;
var resi = global_id.z * result.size.x + global_id.x;
var tp = r.data[global_id.z * r.size.x + global_id.x];
var p = 0f;
var mi = (global_id.z * m.size.y + global_id.x) * m.size.x;
for (var i = 0u; i < m.size.x; i++) {
p += m.data[mi];
if (p >= tp) {
result.data[resi] = i;
break;
}
mi++;
}
}