TensorWrapper Background

Contents:

• TensorWrapper Terminology
  • Tensor Terminology
  • Computer Science Terminology
  • Mathematics Terminology
• Einstein Summation Convention
  • Motivation
  • Limitations
• Permutations
  • Terminology
  • Notation
• Logical Versus Physical: Understanding the Tensor Layout
  • Motivation
  • Examples
  • Summary
• Understanding Nested Tensors
  • Background
  • Motivation
  • Summary
• Key Features of TensorWrapper
  • Design Features
  • Math Features
• Existing Tensor Libraries
  • Cyclops Tensor Framework (CTF)
  • Fastor
  • FTensor
  • Intelligent Tensor (ITensor)
  • libtensor
  • PyTorch
  • Tensor
  • Tensor Algebra Compiler (TACO)
  • Tensor Algebra for many-body methods(TAMM)
  • Tensor Library for C++
  • TiledArray