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Table Of Contents
1. Introduction
2. Tensor Program Abstraction
2.1. Primitive Tensor Function
2.2. Tensor Program Abstraction
2.3. Summary
2.4. TensorIR: Tensor Program Abstraction Case Study
2.5. Exercises for TensorIR
3. End to End Model Execution
4. Automatic Program Optimization
5. Integration with Machine Learning Frameworks
6. GPU and Hardware Acceleration
6.1. Part 1
6.2. Part 2
7. Computational Graph Optimization
Table Of Contents
1. Introduction
2. Tensor Program Abstraction
2.1. Primitive Tensor Function
2.2. Tensor Program Abstraction
2.3. Summary
2.4. TensorIR: Tensor Program Abstraction Case Study
2.5. Exercises for TensorIR
3. End to End Model Execution
4. Automatic Program Optimization
5. Integration with Machine Learning Frameworks
6. GPU and Hardware Acceleration
6.1. Part 1
6.2. Part 2
7. Computational Graph Optimization
Index
