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#include <cuda.h>
#include <cuda_runtime.h>
#include <c10/cuda/CUDAException.h>
#include <ATen/ATen.h>
__global__ void tanh_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 tanh_x = 2.0f / (1.0f + __expf(-2.0f * x[index])) - 1;
const float tanh_y = 2.0f / (1.0f + __expf(-2.0f * y[index])) - 1;
output[index] = tanh_x + tanh_y;
}
}
void tanh_add_cuda(const float* x, const float* y, float* output, int size) {
const int threads = 1024;
const int blocks = (size + threads - 1) / threads;
tanh_add_kernel<<<blocks, threads>>>(x, y, output, size);
C10_CUDA_KERNEL_LAUNCH_CHECK();
}
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