Abstract: Finding a software engineering approach that allows for portability, rapid development, and open collaboration for high-performance computing on GPUs and CPUs is a challenge. We implement a ...

Numbast introduces an automated pipeline to convert CUDA C++ APIs into Numba bindings, enhancing Python developers' access to CUDA's performance. The technological gap between Python developers and ...

[Jcparkyn] clearly had an interesting topic for their thesis project, and was conscientious enough to write up a chunk of it and release it to the wild. The project in question is a digital pen that ...

2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW) We explore the performance and portability of the high-level programming models: the LLVM-based Julia and ...

Abstract: Numba is a game-changing compiler for high-performance computing with Python. It produces machine code that runs outside of the single-threaded Python interpreter, and that fully utilizes ...

[ X] I have tried using the latest released version of Numba (most recent is visible in the change log (https://github.com/numba/numba/blob/main/CHANGE_LOG). [X ] I ...

Numba is an open just-in-time compiler that enhances the performance of Python and NumPy code. It can significantly increase execution speed, with improvements ranging from two to one hundred times ...

I get error messages for building wheels in various moduls (llvmlite, numba, python-rtmidi). I'm using Python 3.9, already tried to reinstall everything, installed other package versions.