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

pycuda with python mutliple host thread

use autoinit in main thread, and try trt inference in python ThreadPoolExecutor, but get "no activity context" error when use cuda API:cuda.mem_alloc then I try ...
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 ...
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 ...