raster2seq / diff_ras /rasterize_cuda.cpp
anas
Initial deployment of Raster2Seq floor plan vectorization API
fadb92b
#include <torch/torch.h>
#include <vector>
#include <iostream>
#include "rasterize_cuda_kernel.h"
// C++ interface
#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)
std::vector<at::Tensor> forward_rasterize(
at::Tensor vertices,
at::Tensor rasterized,
at::Tensor contribution_map,
int width,
int height,
float inv_smoothness,
int mode) {
CHECK_INPUT(vertices);
CHECK_INPUT(rasterized);
CHECK_INPUT(contribution_map);
return forward_rasterize_cuda(vertices, rasterized, contribution_map, width, height, inv_smoothness, mode);
}
at::Tensor backward_rasterize(
at::Tensor vertices,
at::Tensor rasterized,
at::Tensor contribution_map,
at::Tensor grad_output,
at::Tensor grad_vertices,
int width,
int height,
float inv_smoothness,
int mode) {
CHECK_INPUT(vertices);
CHECK_INPUT(rasterized);
CHECK_INPUT(contribution_map);
CHECK_INPUT(grad_output);
CHECK_INPUT(grad_vertices);
return backward_rasterize_cuda(vertices, rasterized, contribution_map, grad_output, grad_vertices, width, height, inv_smoothness, mode);
}
PYBIND11_MODULE(TORCH_EXTENSION_NAME, m) {
m.def("forward_rasterize", &forward_rasterize, "forward rasterize (CUDA)");
m.def("backward_rasterize", &backward_rasterize, "backward rasterize (CUDA)");
}