cuda programming python tutorial

CUDA (Compute Unified Device Architecture) is a parallel computing platform and programming model developed by NVIDIA. It allows developers to use NVIDIA GPUs for general-purpose processing (GPGPU). In this tutorial, we'll explore CUDA programming with Python using the pycuda library.
Before starting with CUDA programming in Python, ensure you have the following prerequisites:
You can install pycuda using the following command:
Let's create a simple CUDA program that adds two arrays. We'll use Python for host code and CUDA C for device (GPU) code.
Ensure that the CUDA Toolkit is properly installed and configured on your system. If everything is set up correctly, you should see the input arrays and the result printed in the console.
This example provides a basic introduction to CUDA programming with Python using pycuda. Further exploration can include more complex kernels, me