hanzo-ml 0.10.2

Minimalist ML framework.
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15

#version 450
// Unary SiLU (a.k.a. swish): out[i] = x / (1 + exp(-x)) = x * sigmoid(x).
layout(local_size_x = 64) in;

layout(set = 0, binding = 0) readonly  buffer In  { float inp[]; };
layout(set = 0, binding = 1) writeonly buffer Out { float o[]; };
layout(push_constant) uniform Pc { uint n; };

void main() {
    uint i = gl_GlobalInvocationID.x;
    if (i < n) {
        float x = inp[i];
        o[i] = x / (1.0 + exp(-x));
    }
}