Posts tagged Just-In-Time Compilation
Support JIT Compilation in FFA
- 11 September 2026
In the development of large-scale deep learning frameworks and high-performance kernel libraries, developers face a long-standing challenge: balancing the support for diverse kernel input configurations (such as data types, head dimensions, sparse/dense characteristics) against the exponential explosion of compilation time and binary size. Since operators are usually written using C++ templates and CUDA, Ahead-of-Time (AOT) compilation of all possible parameter combinations causes the resulting library sizes to skyrocket and the build process to become painfully slow.