message: Update get memory shapes
diff: @@ -149,11 +149,12 @@ public:
  out.push_back(outputs[0].size[i]);
  }
  kernel_size.resize(out.size());
  - int diff_size = isGlobalPooling.size() - kernel_size.size();
  for (int i = 0; i < kernel_size.size(); i++)
  {
  - if (isGlobalPooling[i + diff_size])
  - kernel_size[i] = inp[i];
  + int pool_idx = isGlobalPooling.size() - 1 - i;
  + int kernel_idx = kernel_size.size() - 1 - i;
  + if (isGlobalPooling[pool_idx])
  + kernel_size[kernel_idx] = inp[kernel_idx];
  }
  kernel = Size(kernel_size[1], kernel_size[0]);
  @@ -1001,20 +1002,27 @@ virtual Ptr<BackendNode> initNgraph(const std::vector<Ptr<BackendWrapper> >& inp
  std::vector<int> inpShape(inputs[0].begin() + 2, inputs[0].end());
  std::vector<int> outShape(inputs[0].begin(), inputs[0].begin() + 2);
  - if (globalPooling)
  + std::vector<size_t> local_kernel = kernel_size.empty() ?
  + std::vector<size_t>(inpShape.begin(), inpShape.end()) : kernel_size;
  +
  + for (int i = 0; i < local_kernel.size(); i++)
  {
  - outShape.push_back(1);
  - outShape.push_back(1);
  + int pool_idx = isGlobalPooling.size() - 1 - i;
  + int kernel_idx = local_kernel.size() - 1 - i;
  + if (isGlobalPooling[pool_idx])
  + local_kernel[kernel_idx] = inpShape[kernel_idx];
  }
  - else if (type == ROI || type == PSROI)
  +
  +
  + if (type == ROI || type == PSROI)
  {
  outShape.push_back(pooledSize.height);
  outShape.push_back(pooledSize.width);
  }
  else if (padMode.empty())
  {
  - for (int i = 0; i < kernel_size.size(); i++) {
  - float dst = (float)(inpShape[i] + pads_begin[i] + pads_end[i] - kernel_size[i]) / strides[i];
  + for (int i = 0; i < local_kernel.size(); i++) {
  + float dst = (float)(inpShape[i] + pads_begin[i] + pads_end[i] - local_kernel[i]) / strides[i];
  outShape.push_back(1 + (ceilMode ? ceil(dst) : floor(dst)));
  }
  @@ -1029,7 +1037,7 @@ virtual Ptr<BackendNode> initNgraph(const std::vector<Ptr<BackendWrapper> >& inp
  }
  else
  {
  - getConvPoolOutParams(inpShape, kernel_size, strides, padMode, std::vector<size_t>(kernel_size.size(), 1), outShape);
  + getConvPoolOutParams(inpShape, local_kernel, strides, padMode, std::vector<size_t>(local_kernel.size(), 1), outShape);
  }
  if (type == ROI)
  {
  @@ -1044,13 +1052,6 @@ virtual Ptr<BackendNode> initNgraph(const std::vector<Ptr<BackendWrapper> >& inp
  outShape[1] = psRoiOutChannels;
  }
  - int diff_size = isGlobalPooling.size() - (outShape.size() - 2);
  - for (int i = 2; i < outShape.size(); i++)
  - {
  - if (isGlobalPooling[i - 2 + diff_size])
  - outShape[i] = 1;
  - }
  -
  int numOutputs = requiredOutputs ? requiredOutputs : (type == MAX ? 2 : 1);
  CV_Assert(numOutputs == 1 || (numOutputs == 2 && type == MAX));
  