#include #include #include "tensor.hpp" TensorDescriptor::TensorDescriptor(std::initializer_list lens) : mLens(lens) { this->CalculateStrides(); } TensorDescriptor::TensorDescriptor(std::vector lens, std::vector strides) : mLens(lens), mStrides(strides) { } void TensorDescriptor::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 TensorDescriptor::GetDimension() const { return mLens.size(); } std::size_t TensorDescriptor::GetElementSize() const { assert(mLens.size() == mStrides.size()); return std::accumulate( mLens.begin(), mLens.end(), std::size_t{1}, std::multiplies()); } std::size_t TensorDescriptor::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& TensorDescriptor::GetLengths() const { return mLens; } const std::vector& TensorDescriptor::GetStrides() const { return mStrides; }