rlx-vulkan 0.2.10

Native Vulkan compute backend for RLX (raw `ash` + embedded SPIR-V compute kernels)
Documentation
#version 450
// RMS norm over the last axis (length n), matching the CPU reference:
//   y = x / sqrt(mean(x^2) + eps) * gamma + beta
// Inputs: x, gamma, beta (Op::RmsNorm carries all three). One invocation/row.
layout(local_size_x = 64) in;

layout(std430, binding = 0) buffer Arena { float data[]; };

layout(push_constant) uniform PC {
    uint rows;
    uint n;
    uint x_off;
    uint gamma_off;
    uint beta_off;
    uint out_off;
    float eps;
} pc;

void main() {
    uint row = gl_GlobalInvocationID.x;
    if (row >= pc.rows) { return; }
    uint base = row * pc.n;
    float ss = 0.0;
    for (uint i = 0u; i < pc.n; i++) {
        float v = data[pc.x_off + base + i];
        ss += v * v;
    }
    float inv = inversesqrt(ss / float(pc.n) + pc.eps);
    for (uint i = 0u; i < pc.n; i++) {
        float g = data[pc.gamma_off + i];
        float b = data[pc.beta_off + i];
        data[pc.out_off + base + i] = data[pc.x_off + base + i] * inv * g + b;
    }
}