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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 "iou3d_pytorch.h"
using namespace parrots;
#ifdef MMCV_WITH_CUDA
void iou3d_boxes_overlap_bev_forward_cuda_parrots(
CudaContext& ctx, const SSElement& attr, const OperatorBase::in_list_t& ins,
OperatorBase::out_list_t& outs) {
auto boxes_a = buildATensor(ctx, ins[0]);
auto boxes_b = buildATensor(ctx, ins[1]);
auto ans_iou = buildATensor(ctx, outs[0]);
iou3d_boxes_overlap_bev_forward(boxes_a, boxes_b, ans_iou);
}
void iou3d_nms3d_forward_cuda_parrots(CudaContext& ctx, const SSElement& attr,
const OperatorBase::in_list_t& ins,
OperatorBase::out_list_t& outs) {
float nms_overlap_thresh;
SSAttrs(attr).get<float>("nms_overlap_thresh", nms_overlap_thresh).done();
auto boxes = buildATensor(ctx, ins[0]);
auto keep = buildATensor(ctx, outs[0]);
auto keep_num = buildATensor(ctx, outs[1]);
iou3d_nms3d_forward(boxes, keep, keep_num, nms_overlap_thresh);
}
void iou3d_nms3d_normal_forward_cuda_parrots(CudaContext& ctx,
const SSElement& attr,
const OperatorBase::in_list_t& ins,
OperatorBase::out_list_t& outs) {
float nms_overlap_thresh;
SSAttrs(attr).get<float>("nms_overlap_thresh", nms_overlap_thresh).done();
auto boxes = buildATensor(ctx, ins[0]);
auto keep = buildATensor(ctx, outs[0]);
auto keep_num = buildATensor(ctx, outs[1]);
iou3d_nms3d_normal_forward(boxes, keep, keep_num, nms_overlap_thresh);
}
PARROTS_EXTENSION_REGISTER(iou3d_boxes_overlap_bev_forward)
.input(2)
.output(1)
.apply(iou3d_boxes_overlap_bev_forward_cuda_parrots)
.done();
PARROTS_EXTENSION_REGISTER(iou3d_nms3d_forward)
.attr("nms_overlap_thresh")
.input(1)
.output(2)
.apply(iou3d_nms3d_forward_cuda_parrots)
.done();
PARROTS_EXTENSION_REGISTER(iou3d_nms3d_normal_forward)
.attr("nms_overlap_thresh")
.input(1)
.output(2)
.apply(iou3d_nms3d_normal_forward_cuda_parrots)
.done();
#endif