AutoSA Tutorials

This page contains a series of tutorials to get you familiar with the systolic array architectures and the compilation process of AutoSA.

• Theoretical Background
• Constructing and Optimizing a Systolic Array
• Getting Started
• How Systolic Array Works: A Case Study on Matrix Multiplication
• Auto-Tuning (Exhaustive Search)
• Auto-Tuning (Genetic Search)
• Leveraging AutoBridge to Boost the Design Frequency
• Supporting Structural Sparsity
• Generating Intel OpenCL Design
• Generating Catapult HLS Design
• Understanding Host Serialization
• HeteroCL Integration