Making AIE Development Easier

• Setup and Architecture Explanation
  • Tooling
  • Background
  • Architecture Differences
• AIE vs other Accelerators
  • A Look In Depth
  • Two Central Challenges
• Using Constraints
  • A simple unconstrained Kernel
  • Snake Movement
• Vector Addition Example
  • First Example
  • Second Example
  • Summary
• Single-Tile Matrix Multiplication
  • Kernel Code (kernels.cpp)
  • Graph Code (graph.h)
  • Host Code (graph.cpp)
• Simple Multi-Tile Matrix Multiplication (16x16x16)
  • Kernel Code (kernels.cpp)
  • Graph Code (graph.h)
  • Host Code (host.cpp)
  • AIE Grid Array View
• Multi-Tile Matrix Multiplication with Adder-Tree
  • Kernel Code
  • Graph Code
  • AIE Grid View
• Convolution Example
  • Kernel code (kernel.cpp)
  • Graph code (graph.h)
  • Host Code (host.cpp)
• MNIST Multi-Layer Perceptron
  • Kernel Code (RELU Layer)
  • Graph Code (layer.h)
  • Graph Code (MLP.h)
  • Host Code (MLP.cpp)