TensorIR

TensorIR is one of the core abstraction in Apache TVM stack, which is used to represent and optimize the primitive tensor functions.

• Tensor Program Abstraction
  • Key Elements of Tensor Programs
  • Extra Structure in TensorIR
• Understand TensorIR Abstraction
  • Function Parameters and Buffers
  • Loop Iterations
  • Computational Block
  • Block Axis Properties
  • Why Extra Information in Block
  • Sugars for Block Axes Binding