#include #include #include "host_tensor.hpp" void HostTensorDescriptor::CalculateStrides() { mStrides.clear(); mStrides.resize(mLens.size(), 0); if(mStrides.empty()) return; mStrides.back() = 1; std::partial_sum( mLens.rbegin(), mLens.rend() - 1, mStrides.rbegin() + 1, std::multiplies()); } std::size_t HostTensorDescriptor::GetNumOfDimension() const { return mLens.size(); } std::size_t HostTensorDescriptor::GetElementSize() const { assert(mLens.size() == mStrides.size()); return std::accumulate( mLens.begin(), mLens.end(), std::size_t{1}, std::multiplies()); } std::size_t HostTensorDescriptor::GetElementSpace() const { auto ls = mLens | boost::adaptors::transformed([](std::size_t v) { return v - 1; }); return std::inner_product(ls.begin(), ls.end(), mStrides.begin(), std::size_t{0}) + 1; } const std::vector& HostTensorDescriptor::GetLengths() const { return mLens; } const std::vector& HostTensorDescriptor::GetStrides() const { return mStrides; } void ostream_HostTensorDescriptor(const HostTensorDescriptor& desc, std::ostream& os) { os << "dim " << desc.GetNumOfDimension() << ", "; os << "lengths {"; LogRange(os, desc.GetLengths(), ", "); os << "}, "; os << "strides {"; LogRange(os, desc.GetStrides(), ", "); os << "}" << std::endl; }