Table of Contents

1. TPU-MLIR Introduction
2. Environment Setup
3. User Interface
4. Overall Design
5. Front-end Conversion
6. Quantization
7. Calibration
8. Lowering
9. SubNet
10. LayerGroup
11. GMEM Allocation
12. CodeGen
13. MLIR Definition
14. Accuracy Validation
15. quantzation aware traing
16. TpuLang Interface

TPU-MLIR

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Index

Index

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