maskrcnn_benchmark/csrc/ROIAlign.h

// Copyright (c) Facebook, Inc. and its affiliates. All Rights Reserved.
#pragma once

#include "cpu/vision.h"

#ifdef WITH_CUDA
#include "cuda/vision.h"
#endif

// Interface for Python
at::Tensor ROIAlign_forward(const at::Tensor& input,

                            const at::Tensor& rois,

                            const float spatial_scale,

                            const int pooled_height,

                            const int pooled_width,

                            const int sampling_ratio) {
  if (input.device().is_cuda()) {
#ifdef WITH_CUDA
    return ROIAlign_forward_cuda(input, rois, spatial_scale, pooled_height, pooled_width, sampling_ratio);
#else
    AT_ERROR("Not compiled with GPU support");
#endif
  }
  return ROIAlign_forward_cpu(input, rois, spatial_scale, pooled_height, pooled_width, sampling_ratio);
}

at::Tensor ROIAlign_backward(const at::Tensor& grad,

                             const at::Tensor& rois,

                             const float spatial_scale,

                             const int pooled_height,

                             const int pooled_width,

                             const int batch_size,

                             const int channels,

                             const int height,

                             const int width,

                             const int sampling_ratio) {
  if (grad.device().is_cuda()) {
#ifdef WITH_CUDA
    return ROIAlign_backward_cuda(grad, rois, spatial_scale, pooled_height, pooled_width, batch_size, channels, height, width, sampling_ratio);
#else
    AT_ERROR("Not compiled with GPU support");
#endif
  }
  AT_ERROR("Not implemented on the CPU");
}