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

29 lines
802 B

struct MatrixBatch {
size: vec4<u32>,
data: array<f32>,
}
@group(0) @binding(0)
var<storage, read> dldo: MatrixBatch;
@group(0) @binding(1)
var<storage, read> tout: MatrixBatch;
@group(0) @binding(2)
var<storage, read_write> otdldo: MatrixBatch;
@compute @workgroup_size(1)
fn main(@builtin(global_invocation_id) global_id: vec3<u32>) {
otdldo.size.x = dldo.size.y;
otdldo.size.y = tout.size.x;
otdldo.size.z = dldo.size.z;
var s = 0f;
var li = (global_id.z * dldo.size.y + global_id.x) * dldo.size.x;
var ri = global_id.z * tout.size.x * tout.size.y + global_id.y;
for (var i = 0u; i < dldo.size.x; i++) {
s += dldo.data[li] * tout.data[ri];
li++;
ri += tout.size.x;
}
otdldo.data[(global_id.z * otdldo.size.y + global_id.y) * otdldo.size.x + global_id.x] = s;
}