Welcome to AutoKernel Docs!

Introduction

• AutoKernel

Installation

• Install from Source
• Based on Docker

Tutorials

• AutoSearch
  • Install
  • Toolkit usefule parameters
  • Evaluate Manual Schedule Time
  • AutoTune: Evaluate Generated Schedule Time
  • DataTransform
  • Correctness verification template
• AutoKernel Plugin
• Tengine: Quick start
  • Deep learning neural network calculation process
  • Tengine Squeezenet Example
  • More Tengine Examples
• Halide
  • Introduction to Halide
  • Algorithm
  • Schedule
  • Halide: Quick start

Demos

• Optimization tutorial of GEMM on x86

Blog

• The power of AutoKernel: Optimize the performance of GEMM by 200 times!
• AutoKernel: To know more about AI Compiler