About this document
PyCUDA: GPU Matrix Addition Tutorial by jackops is a document available to read on EtoBox.
This document provides an introduction to using PyCUDA to run CUDA programs in Python. It demonstrates adding two matrices in parallel on a GPU. The tutorial shows how to set up a Google Colab notebook with GPU acceleration, import PyCUDA, allocate memory on the GPU, copy matrices from CPU to GPU, write a CUDA kernel to add the matrices in parallel, call the kernel to perform the calculation on the GPU, extract the result back to the CPU, and compare the result to adding the matrices sequentially on the CPU
- Author
- jackops
- Language
- EN