#ifdef USE_CUDNN
#include <algorithm>
#include <vector>

#include "caffe/layer.hpp"
#include "caffe/vision_layers.hpp"

namespace caffe {

template <typename Dtype>
void CuDNNSigmoidLayer<Dtype>::LayerSetUp(const vector<Blob<Dtype>*>& bottom,
      vector<Blob<Dtype>*>* top) {
  SigmoidLayer<Dtype>::LayerSetUp(bottom, top);
  // initialize cuDNN
  CUDNN_CHECK(cudnnCreate(&handle_));
  cudnn::createTensor4dDesc<Dtype>(&bottom_desc_);
  cudnn::createTensor4dDesc<Dtype>(&top_desc_);
}

template <typename Dtype>
void CuDNNSigmoidLayer<Dtype>::Reshape(const vector<Blob<Dtype>*>& bottom,
      vector<Blob<Dtype>*>* top) {
  SigmoidLayer<Dtype>::Reshape(bottom, top);
  const int N = bottom[0]->num();
  const int K = bottom[0]->channels();
  const int H = bottom[0]->height();
  const int W = bottom[0]->width();
  cudnn::setTensor4dDesc<Dtype>(&bottom_desc_, N, K, H, W);
  cudnn::setTensor4dDesc<Dtype>(&top_desc_, N, K, H, W);
}

template <typename Dtype>
CuDNNSigmoidLayer<Dtype>::~CuDNNSigmoidLayer() {
  cudnnDestroyTensor4dDescriptor(this->bottom_desc_);
  cudnnDestroyTensor4dDescriptor(this->top_desc_);
  cudnnDestroy(this->handle_);
}

INSTANTIATE_CLASS(CuDNNSigmoidLayer);

}  // namespace caffe
#endif
