5. Quick Start

This section brings you the descriptions of PTQ and QAT Introduction , Algorithm Model PTQ + On-board Deployment Quick Start , and Algorithm Model QAT + Deployment Quick Start. We provide you a brief introduction of both PTQ and QAT schemes, a quick start tutorial of an algorithmic model using the PTQ scheme for quantization + on-boarding, and a quick start tutorial of the algorithmic model using the QAT scheme for quantization + deployment.

• 5.1. PTQ and QAT Introduction
• 5.2. Algorithm Model PTQ + On-board Deployment Quick Start
  • 5.2.1. Floating-point Model Preparation
  • 5.2.2. Model Verification
  • 5.2.3. Model Conversion
  • 5.2.4. Fast Performance Verification
  • 5.2.5. Accuracy Verification
  • 5.2.6. Application Development
• 5.3. Algorithm Model QAT + Deployment Quick Start