// Copyright (c) Facebook, Inc. and its affiliates. #pragma once #include namespace detectron2 { at::Tensor ROIAlign_forward_cpu( const at::Tensor& input, const at::Tensor& rois, const float spatial_scale, const int pooled_height, const int pooled_width, const int sampling_ratio, bool aligned); at::Tensor ROIAlign_backward_cpu( 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, bool aligned); #if defined(WITH_CUDA) || defined(WITH_HIP) at::Tensor ROIAlign_forward_cuda( const at::Tensor& input, const at::Tensor& rois, const float spatial_scale, const int pooled_height, const int pooled_width, const int sampling_ratio, bool aligned); at::Tensor ROIAlign_backward_cuda( 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, bool aligned); #endif // Interface for Python inline 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, bool aligned) { if (input.is_cuda()) { #if defined(WITH_CUDA) || defined(WITH_HIP) return ROIAlign_forward_cuda( input, rois, spatial_scale, pooled_height, pooled_width, sampling_ratio, aligned); #else AT_ERROR("Not compiled with GPU support"); #endif } return ROIAlign_forward_cpu( input, rois, spatial_scale, pooled_height, pooled_width, sampling_ratio, aligned); } inline 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, bool aligned) { if (grad.is_cuda()) { #if defined(WITH_CUDA) || defined(WITH_HIP) return ROIAlign_backward_cuda( grad, rois, spatial_scale, pooled_height, pooled_width, batch_size, channels, height, width, sampling_ratio, aligned); #else AT_ERROR("Not compiled with GPU support"); #endif } return ROIAlign_backward_cpu( grad, rois, spatial_scale, pooled_height, pooled_width, batch_size, channels, height, width, sampling_ratio, aligned); } } // namespace detectron2