The two previous sections have higlighted the need for efficient Map-Reduce GPU routines in data sciences. To complete our guided tour of the inner workings of the KeOps library, we now explain how generic reductions and formulas are encoded within our C++ codebase.
Note that this section is extracted from the Chapter 2.2 of Jean Feydy’s PhD thesis.
- Design choices
- Math operations