CUDA-API-wrappers: Thin C++-flavored wrappers for the CUDA runtime API
This library of wrappers around the Runtime API is intended to allow us to embrace many of the features of C++ (including some C++11) for using the runtime API – but without reducing expressivity or increasing the level of abstraction (as in, e.g., the Thrust library). Using cuda-api-wrappers, you still have your devices, streams, events and so on – but they will be more convenient to work with in more C++-idiomatic ways.
- All functions and methods throw exceptions on failure – no need to check return values (the exceptions carry the status information).
- Judicious namespacing (and some internal namespace-like classes) for better clarity and for semantically grouping related functionality together.
- There are proxy objects for devices, streams, events and so on, using RAII to relieve you of remembering to free or destroy resources.
- Various Plain Old Data structs adorned with convenience methods and operators.
- Aims for clarity and straightforwardness in naming and semantics, so that you don’t need to refer to the official documentation to understand what each class and function do.
- Thin and lightweight:
No work done behind your back, no caches or indices or any such thing.
No costly inheritance structure, vtables, virtual methods and so on – vanishes almost entirely on compilation
Doesn’t “hide” any of CUDA’s complexity or functionality; it only simplifies use of the Runtime API.