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FastDeploy/fastdeploy/runtime/backends/paddle/ops/iou3d_nms_api.cc

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// Copyright (c) 2022 PaddlePaddle Authors. All Rights Reserved.
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#if defined(PADDLEINFERENCE_API_COMPAT_2_4_x)
#include "paddle/include/experimental/ext_all.h"
#elif defined(PADDLEINFERENCE_API_COMPAT_2_5_x)
#include "paddle/include/paddle/extension.h"
#else
#include "paddle/extension.h"
#endif
#include <vector>
#include "iou3d_cpu.h"
#include "iou3d_nms.h"
namespace fastdeploy {
namespace paddle_custom_ops {
std::vector<std::vector<int64_t>> NMSInferShape(
std::vector<int64_t> boxes_shape) {
int64_t keep_num = 1;
return {{boxes_shape[0]}, {keep_num}};
}
std::vector<paddle::DataType> NMSInferDtype(paddle::DataType boxes_dtype) {
return {paddle::DataType::INT64, paddle::DataType::INT64};
}
} // namespace fastdeploy
} // namespace paddle_custom_ops
#if defined(WITH_GPU)
PD_BUILD_OP(nms_gpu)
.Inputs({"boxes"})
.Outputs({"keep", "num_to_keep"})
.Attrs({"nms_overlap_thresh: float"})
.SetKernelFn(PD_KERNEL(fastdeploy::paddle_custom_ops::nms_gpu))
.SetInferDtypeFn(PD_INFER_DTYPE(fastdeploy::paddle_custom_ops::NMSInferDtype))
.SetInferShapeFn(PD_INFER_SHAPE(fastdeploy::paddle_custom_ops::NMSInferShape));
#endif