1. [Nsight-Tools](https://developer.nvidia.com/tools-overview)

Nsight Python

# NVIDIA Nsight Python

Nsight™ Python is a Python-first GPU profiling framework API that automates performance analysis using Nsight tools.

[Download Now](https://pypi.org/project/nsight-python/ "Download Nsight Python")[Documentation](https://docs.nvidia.com/nsight-python/index.html "Documentation")[Forum](https://forums.developer.nvidia.com/c/developer-tools/nsight-python/749 "Forums")

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## See Nsight Python in Action

https://www.youtube-nocookie.com/embed/CLlYmawyga4?&rel=0

_Learn how to use Nsight Python to profile Python kernels quickly and easily._
 
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## Key Features

### Kernel Profiling via Decorators

Use the Nsight Python decorator or context manager APIs to automatically launch the kernel profiler when your application is executed. Results are collected in a report file for inspection when the workload completes.

### Kernel Performance Analysis 

Provide a configuration list to the profile API to automate performance analysis across multiple kernel configurations.

### Plot API for Visualization

Automatically compare and plot multiple kernels and configurations. Identify inflection points for performance changes due to varying kernel implementations or parameters.

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## Get Started With Nsight Python

 ![Download From PyPI](https://developer.download.nvidia.com/icons/m48-workflow-complex.svg)
### Download From PyPI

    pip install nsight-python

[View Nsight Python on PyPI](https://pypi.org/project/nsight-python/)

 ![GitHub Source Repository](https://developer.download.nvidia.com/icons/applications-across-industries-icon-100x100.svg)
### GitHub Source Repository

Access source code, samples, community, and contribute to Nsight Python. 

[View Nsight Python on GitHub](https://github.com/NVIDIA/nsight-python)

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## More Resources

 ![Join NVIDIA Developer Community](https://developer.download.nvidia.com/icons/m48-people-group.svg)
### Join the Community

 ![Decorative image representing Developer Newsletter](https://developer.download.nvidia.com/icons/m48-email-settings.svg)
### Sign up for the Developer Newsletter

 ![Decorative image representing Developer Community](https://developer.download.nvidia.com/icons/m48-developer-1.svg)
### Join the NVIDIA Developer Program

## Get started with Nsight Python today  

[Download Now](https://pypi.org/project/nsight-python/ "Download Nsight Python")