13. Appendix

Reference materials and supplementary information.

Contents

• 13.1. Configuration Reference
  • 13.1.1. Configuration File Structure
  • 13.1.2. Common Section
  • 13.1.3. Dataset Section
  • 13.1.4. Feature Extraction Section
  • 13.1.5. Training Section
  • 13.1.6. Testing Section
  • 13.1.7. NAS Section
  • 13.1.8. Compilation Section
  • 13.1.9. BYOM Section
  • 13.1.10. Complete Example
• 13.2. Model Zoo Reference
  • 13.2.1. Classification Models
  • 13.2.2. Regression Models
  • 13.2.3. Anomaly Detection Models
  • 13.2.4. Forecasting Models
  • 13.2.5. Image Classification Models
  • 13.2.6. Model Selection Guide
  • 13.2.7. Model Architecture Details
  • 13.2.8. Using Models
• 13.3. Changelog
  • 13.3.1. Version 1.3.0
  • 13.3.2. Version 1.1.0
  • 13.3.3. Version 1.0.0
  • 13.3.4. Migration Guides
  • 13.3.5. Deprecation Notices
  • 13.3.6. Known Issues
  • 13.3.7. Roadmap
  • 13.3.8. Contributing

13.4. Quick Reference

Running Examples

LinuxWindows

cd tinyml-modelzoo
./run_tinyml_modelzoo.sh examples/<example>/config.yaml

Environment Variables

Variable	Description
C2000_CG_ROOT	Path to TI C2000 Codegen Tools
C2000WARE_ROOT	Path to C2000Ware SDK
ARM_LLVM_CGT_PATH	Path to TI Arm Clang Compiler

Version Information

• Tiny ML Tensorlab: 1.3.0

• Python: 3.10.x required

• PyTorch: 2.7.1

• TI Neural Network Compiler: 2.1.0

13.5. External Links

• TI Neural Network Compiler Documentation

• Edge AI Studio Model Composer

• C2000Ware SDK

• Digital Power SDK

• Motor Control SDK