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Halide

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1. Getting started with Funcs, Vars, and Exprs
2. Processing images
3. Inspecting the generated code
4. Debugging with tracing, print, and print_when
5. Vectorize, parallelize, unroll and tile your code
6. Realizing Funcs over arbitrary domains
7. Multi-stage pipelines
8. Scheduling multi-stage pipelines
9. Multi-pass Funcs, update definitions, and reductions
10. AOT compilation
- Compiling the pipeline
- Running the compiled pipeline
11. Cross-compilation
12. Using the GPU
13. Tuples
14. The Halide type system
15. Generators
- Writing a generator
- Command-line usage
16. RGB images and memory layouts
- Compiling the pipeline
- Running the compiled pipeline
17. Reductions over non-rectangular domains
18. Factoring an associative reduction using rfactor
19. Wrapper Funcs
20. Cloning Funcs
21. Auto-Scheduler
- Generating a schedule
- Running the compiled pipeline
22. JIT compilation performance
23. Serialization
24. Async execution

16. RGB images and memory layouts#

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