Welcome to MQBench’s documentation!

Contents:

• Get Started
  • Setup MQBench
  • Quick Start – Deploy Just in 4 Lines
  • Quick Start – Embrace Best Research Experience
  • Support Matrix
• User Guide
  • Learn MQBench configuration
  • How to conduct PTQ
  • How to conduct QAT
  • How to deploy the model
  • Quantization Hardware
  • Quantization Algorithm
• Developer Guide
  • A Brief about How MQBench Supports Hardware and Software
  • Add a Backend to MQBench: Quick Start
  • Develop QAT with MQBench
  • Develop PTQ with MQBench
  • Deal with New Fusion Pattern
• Benchmark
  • Image Classification Benchmark
  • Object Detection Benchmark
  • Natural Language Processing Benchmark
• API Reference
  • mqbench package

Indices and tables

• Index

• Module Index

• Search Page