NNTool

• Introduction
• Quantization Spec
  • GAPflow Quantization Schemes and Backend support
  • Linear (Uniform) Quantization
    • Example
  • Non-Uniform Quantization
    • Decompressor
    • Example
  • Floating point
    • Dynamic Quantization
    • Example
  • Use Case Example
• NNTool Python API
  • NNTool Python API Introduction
    • Open and inspect a graph
    • Selecting Nodes
    • Setting Node Options
    • Collecting Statistics
    • Quantization Options
    • Executing a graph in NNTool
    • Executing a graph on the simulator or chip
    • Generate a template project
    • Longer example of NNTool Python API
    • Coming from command line NNTool
  • NNTool API Reference
    • nntool.api
    • nntool.api.utils
    • nntool.api.quantization
    • nntool.api.types
• Command Line Usage (DEPRECATED)
  • Open a Model
  • Visualize the Graph
  • Adjust and Fusions
  • NNTool Inference
  • Quantization
  • Run Inference and Compare
  • Attach Special Nodes in front of the Model
  • Save NNTool State
  • Generate Autotiler Code
  • Scripting Mode
  • Autotiler Optimization options