cuda_extension_kernel.cu

#include <cuda.h>
#include <cuda_runtime.h>

#include <ATen/ATen.h>

__global__ void sigmoid_add_kernel(
    const float* __restrict__ x,
    const float* __restrict__ y,
    float* __restrict__ output,
    const int size) {
  const int index = blockIdx.x * blockDim.x + threadIdx.x;
  if (index < size) {
    const float sigmoid_x = 1.0f / (1.0f + __expf(-x[index]));
    const float sigmoid_y = 1.0f / (1.0f + __expf(-y[index]));
    output[index] = sigmoid_x + sigmoid_y;
  }
}

void sigmoid_add_cuda(const float* x, const float* y, float* output, int size) {
  const int threads = 1024;
  const int blocks = (size + threads - 1) / threads;
  sigmoid_add_kernel<<<blocks, threads>>>(x, y, output, size);
}