TPU-MLIR

Table of contents

  • 1. TPU-MLIR Introduction
  • 2. Environment Setup
  • 3. Compile the ONNX model
  • 4. Compile the Torch Model
  • 5. Compile the Caffe model
  • 6. Compile the TFLite model
  • 7. Quantization and optimization
  • 8. Use Tensor Computing Processor for Preprocessing
  • 9. Use Tensor Computing Processor for Postprocessing
  • 10. Compile LLM Model
  • 11. Appendix.01: Reference for converting model to ONNX format
  • 12. Appendix.02: CV18xx Guidance
  • 13. Appendix.03: BM168x Guidance
  • 14. Appendix.04: Model-zoo test
  • 15. Appendix.05：TPU Profile Tool Guidance
  • 16. Appendix.06: TDB Guidance
  • 17. Appendix.07: Supported Operations
TPU-MLIR
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