8. Model Performance/Accuracy Tuning Guide

This section include the sections Model Performance Optimization, PTQ Model Accuracy Optimization and QAT Model Accuracy Optimization, brings you suggestions for model performance/accuracy tuning.

• 8.1. Model Performance Optimization
  • 8.1.1. Check Those Performance-affecting YAML Configuration Parameters
  • 8.1.2. CPU OP Processing
  • 8.1.3. High Performance Model Design Proposal
• 8.2. PTQ Model Accuracy Optimization
  • 8.2.1. Accuracy Optimization Advices
  • 8.2.2. Further Improve Model Accuracy Using the QAT Solution
• 8.3. QAT Model Accuracy Optimization