Repository URL to install this package:
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Version:
2.2.0 ▾
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#include "pytorch_npu_helper.hpp"
using namespace NPU_NAME_SPACE;
using namespace std;
void box_iou_rotated_impl(const Tensor boxes1, const Tensor boxes2, Tensor ious,
const int mode_flag, const bool aligned);
void box_iou_rotated_npu(const Tensor boxes1, const Tensor boxes2, Tensor ious,
const int mode_flag, const bool aligned) {
at::Tensor boxes = at::ones_like(boxes1);
at::Tensor query_boxes = at::ones_like(boxes2);
boxes = boxes1.transpose(0, 1).unsqueeze(0);
query_boxes = boxes2.transpose(0, 1).unsqueeze(0);
bool is_trans = false;
string modeStr = "iou";
if (mode_flag == 1) {
modeStr = "iof";
}
bool is_cross = true;
if (aligned) {
is_cross = false;
}
float v_threshold = 0;
float e_threshold = 0;
OpCommand cmd;
cmd.Name("RotatedIou")
.Input(boxes)
.Input(query_boxes)
.Output(ious)
.Attr("trans", is_trans)
.Attr("mode", modeStr)
.Attr("is_cross", is_cross)
.Attr("v_threshold", v_threshold)
.Attr("e_threshold", e_threshold)
.Run();
if (is_cross) {
ious = ious.view({boxes1.size(0), boxes2.size(0)});
} else {
ious = ious.view({boxes1.size(0), 1});
}
}
REGISTER_NPU_IMPL(box_iou_rotated_impl, box_iou_rotated_npu);