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Version:
2.2.0 ▾
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// Copyright (c) OpenMMLab. All rights reserved
#include <parrots/compute/aten.hpp>
#include <parrots/extension.hpp>
#include <parrots/foundation/ssattrs.hpp>
#include "riroi_align_rotated_pytorch.h"
using namespace parrots;
#ifdef MMCV_WITH_CUDA
void riroi_align_rotated_forward_cuda_parrots(
CudaContext& ctx, const SSElement& attr, const OperatorBase::in_list_t& ins,
OperatorBase::out_list_t& outs) {
int pooled_height;
int pooled_width;
float spatial_scale;
int sample_num;
int num_orientations;
bool clockwise;
SSAttrs(attr)
.get<int>("pooled_height", pooled_height)
.get<int>("pooled_width", pooled_width)
.get<float>("spatial_scale", spatial_scale)
.get<int>("num_samples", sample_num)
.get<int>("num_orientations", num_orientations)
.get<bool>("clockwise", clockwise)
.done();
auto input = buildATensor(ctx, ins[0]);
auto rois = buildATensor(ctx, ins[1]);
auto output = buildATensor(ctx, outs[0]);
riroi_align_rotated_forward(input, rois, output, pooled_height, pooled_width,
spatial_scale, sample_num, num_orientations,
clockwise);
}
void riroi_align_rotated_backward_cuda_parrots(
CudaContext& ctx, const SSElement& attr, const OperatorBase::in_list_t& ins,
OperatorBase::out_list_t& outs) {
int pooled_height;
int pooled_width;
float spatial_scale;
int sample_num;
int num_orientations;
bool clockwise;
SSAttrs(attr)
.get<int>("pooled_height", pooled_height)
.get<int>("pooled_width", pooled_width)
.get<float>("spatial_scale", spatial_scale)
.get<int>("num_samples", sample_num)
.get<int>("num_orientations", num_orientations)
.get<bool>("clockwise", clockwise)
.done();
auto grad_output = buildATensor(ctx, ins[0]);
auto rois = buildATensor(ctx, ins[1]);
auto grad_input = buildATensor(ctx, outs[0]);
riroi_align_rotated_backward(grad_output, rois, grad_input, pooled_height,
pooled_width, spatial_scale, sample_num,
num_orientations, clockwise);
}
PARROTS_EXTENSION_REGISTER(riroi_align_rotated_forward)
.attr("pooled_height")
.attr("pooled_width")
.attr("spatial_scale")
.attr("num_samples")
.attr("num_orientations")
.attr("clockwise")
.input(2)
.output(1)
.apply(riroi_align_rotated_forward_cuda_parrots)
.done();
PARROTS_EXTENSION_REGISTER(riroi_align_rotated_backward)
.attr("pooled_height")
.attr("pooled_width")
.attr("spatial_scale")
.attr("num_samples")
.attr("num_orientations")
.attr("clockwise")
.input(2)
.output(1)
.apply(riroi_align_rotated_backward_cuda_parrots)
.done();
#endif