6.2.2. The hb_mapper Tool

The hb_mapper is a tool that maps floating-point models to quantized models and provides some additional validation features.

It contains three subcommands/tools:

• hb_mapper checker: Model checking tool

• hb_mapper makertbin: Model compilation/conversion tool

• hb_mapper infer: Model inference tool, which also dumps vector outputs of conv layers at various stages.

The next sections introduce the above subcommands one by one.

• 6.2.2.1. Model Checking Tool (hb_mapper checker)
  • 6.2.2.1.1. Usage
  • 6.2.2.1.2. Parameters Introduction
• 6.2.2.2. Model Compiling Tool (hb_mapper makertbin)
  • 6.2.2.2.1. Usage
  • 6.2.2.2.2. Parameters Introduction
  • 6.2.2.2.3. Configuration File Template
  • 6.2.2.2.4. Specific Parameter Information
  • 6.2.2.2.5. param_value Configuration
  • 6.2.2.2.6. int16 Configuration
• 6.2.2.3. Inference Tool (hb_mapper infer)
  • 6.2.2.3.1. Usage
  • 6.2.2.3.2. Parameters Introduction