NVIDIA Nsight Python Tutorial: How to Profile GPU Kernels

NVIDIA's Nsight Python library enables profiling of GPU kernels directly within Python environments like Jupyter and Colab, providing detailed hardware metrics in a convenient DataFrame format. The tutorial demonstrates installation, kernel profiling, performance measurement, and comparison of profiling backends using a Colab T4 GPU.