DragGAN / stylegan2 /op /upfirdn2d.cpp
fffiloni's picture
Duplicate from aaronb/DragGAN
6b14aab
#include <ATen/ATen.h>
#include <torch/extension.h>
torch::Tensor upfirdn2d_op(const torch::Tensor &input,
const torch::Tensor &kernel, int up_x, int up_y,
int down_x, int down_y, int pad_x0, int pad_x1,
int pad_y0, int pad_y1);
#define CHECK_CUDA(x) \
TORCH_CHECK(x.type().is_cuda(), #x " must be a CUDA tensor")
#define CHECK_CONTIGUOUS(x) \
TORCH_CHECK(x.is_contiguous(), #x " must be contiguous")
#define CHECK_INPUT(x) \
CHECK_CUDA(x); \
CHECK_CONTIGUOUS(x)
torch::Tensor upfirdn2d(const torch::Tensor &input, const torch::Tensor &kernel,
int up_x, int up_y, int down_x, int down_y, int pad_x0,
int pad_x1, int pad_y0, int pad_y1) {
CHECK_INPUT(input);
CHECK_INPUT(kernel);
at::DeviceGuard guard(input.device());
return upfirdn2d_op(input, kernel, up_x, up_y, down_x, down_y, pad_x0, pad_x1,
pad_y0, pad_y1);
}
PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) {
m.def("upfirdn2d", &upfirdn2d, "upfirdn2d (CUDA)");
}