GitHub

python_numpy_numba_cupy_pycuda_cuda_speed_comparison/report.md

The goals of my project are 1. Study how to use other CUDA libraries. 2. Compare the speed of different libraries on basic matrix operations. Other CUDA libraries includes cupy, numba, and pycuda. I ...
GitHub

Python modul PyCUDA: funkcije i tipovi podatka dostupni u CUDA bibliotekama

Modul pycuda.cumath: funkcije koje rade element-po-element na poljima tipa GPUArray CUDA Math API ima predefinirane funkcije uređaja s jednostrukom preciznošću i dvostrukom preciznošću. Kada se ...
IEEE

Lessons learned from comparing C-CUDA and Python-Numba for GPU-Computing

Abstract: Python as programming language is increasingly gaining importance, especially in data science, scientific, and parallel programming. It is faster and easier to learn than classical ...
Frontiers

Simulating the Euler equations on multiple GPUs using Python

GPUs have become a household name in High Performance Computing (HPC) systems over the last 15 years. However, programming GPUs is still largely a manual and arduous task, which requires expert ...