Program Listing for File resnet50_postprocess.hpp

↰ Return to documentation for file (/workspace/amdinfer/src/amdinfer/pre_post/resnet50_postprocess.hpp)

// Copyright 2022 Xilinx, Inc.
// Copyright 2022 Advanced Micro Devices, Inc.
//
// 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.

#ifndef GUARD_AMDINFER_PRE_POST_RESNET50_POSTPROCESS
#define GUARD_AMDINFER_PRE_POST_RESNET50_POSTPROCESS

#include <vector>

#include "amdinfer/pre_post/get_top_k.hpp"
#include "amdinfer/pre_post/softmax.hpp"

namespace amdinfer::pre_post {

template <typename T>
std::vector<int> resnet50Postprocess(const T* data, size_t size, int k) {
  std::vector<double> softmax;
  softmax.resize(size, 0);

  calcSoftmax(data, size, softmax.data());
  return getTopK(softmax.data(), size, k);
}

}  // namespace amdinfer::pre_post

#endif  // GUARD_AMDINFER_PRE_POST_RESNET50_POSTPROCESS