Developer Manual

• Introduction
• Build and setup
  • Prerequisites
  • Download the code
  • Install required system packages
  • Build compiler and runtime for host
  • Build runtime for target
• Compile and run a model
• Design
  • Torq compiler backend
    • Overview
    • Dialects
    • Passes
    • Data Layout
    • Memory Allocation and Planning
    • Strided Convolutions
    • Torq HAL driver
• Developer Guide
  • TOSA to Torq Conversion Guide
    • Example
  • Kernel Development Guide
    • Example: Add kernel
    • Kernel Structure
  • Creating a New Compiler Pass
    • Example
  • Implementing Compute Optimizations
  • Super Tiling Optimization
    • Fuse groups
    • Memory footprint check
    • Finding a good tiling factor
• Recommended submission process
  • Coding Style
  • Updating this Documentation
• Debug tips and tricks
• References
  • Glossary
• Testing
  • Running tests
  • How test code works
    • Fixtures
    • Parametrization
    • Multiple parameters
    • Caching

This manual is structured step-by-step, starting from introduction and setup, through model conversion, compiling & running, supported operators, testing, and advanced topics.