This repository provides two reference implementations of PyTorch custom operations written in C++ and CUDA. The extensions demonstrate both the standard ATen/LibTorch API and the newer Stable ABI approach for writing version-compatible custom ops. Both examples implement a simple mymuladd operation with CPU and CUDA kernels, serving as boilerplate for developers wanting to extend PyTorch’s backend with custom kernels.