---
format: "aidr-story-markdown/v1"
id: "5997709387be13501c9928822bf97183a0891c7c508565bda8c309c61d6a22f3"
canonical_url: "https://aidr.today/59977093?lang=en"
title: "NVIDIA Nsight Python Tutorial: How to Profile GPU Kernels"
lang: "en"
requested_lang: "en"
available_langs: ["en","vi"]
translation_fallback: null
fallback_fields: []
published_at: "2026-10-22T03:59:12.000Z"
category: "Open Source"
topics: ["nvidia","coding","open-source","framework"]
source_urls: ["https://www.marktechpost.com/2026/10/21/nvidia-nsight-python-tutorial-how-to-profile-gpu-kernels/","https://developer.nvidia.com/blog/how-to-read-data-into-gpu-memory-in-python-with-nvidia-gpudirect-storage/"]
summary: "NVIDIA Nsight Python is an open-source interface that lets developers profile GPU kernels, analyze hardware metrics, evaluate cache and clock controls, and measure kernel fusion from Python code."
---

# NVIDIA Nsight Python Tutorial: How to Profile GPU Kernels

> [Open the canonical story](<https://aidr.today/59977093?lang=en>)

**Published:** 2026-10-22T03:59:12.000Z
**Category:** Open Source
**Topics:** nvidia, coding, open\-source, framework

## Summary

NVIDIA Nsight Python is an open\-source interface that lets developers profile GPU kernels, analyze hardware metrics, evaluate cache and clock controls, and measure kernel fusion from Python code\.

## Sources

- [Story source](<https://www.marktechpost.com/2026/10/21/nvidia-nsight-python-tutorial-how-to-profile-gpu-kernels/>)
- [Story source](<https://developer.nvidia.com/blog/how-to-read-data-into-gpu-memory-in-python-with-nvidia-gpudirect-storage/>)