https://github.com/samkg/deepprofile

Abstraction layer over nVidia NSight for python
https://github.com/samkg/deepprofile

Last synced: over 1 year ago
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Abstraction layer over nVidia NSight for python

• Host: GitHub
• URL: https://github.com/samkg/deepprofile
• Owner: SamKG
• License: mit
• Created: 2023-04-04T09:28:22.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2023-04-27T11:44:28.000Z (about 3 years ago)
• Last Synced: 2025-01-21T12:34:19.405Z (over 1 year ago)
• Language: Python
• Size: 15.6 KB
• Stars: 1
• Watchers: 1
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE.txt

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README

          
# Deep Profile 

[![PyPI - Version](https://img.shields.io/pypi/v/deepprofile.svg)](https://pypi.org/project/deepprofile)

[![PyPI - Python Version](https://img.shields.io/pypi/pyversions/deepprofile.svg)](https://pypi.org/project/deepprofile)

-----

This is a library that makes it easy to profile GPU usage for functions in Python. 

**Table of Contents**

- [Installation](#installation)

- [License](#license)

## Installation

1. Install deepprofile 

```console

pip install deepprofile 

```

## For nSight Systems

For nsight functionality, install Nvidia NSight Systems and make sure it's available in your PATH.

## For DCGM

For DCGM functionality, make sure you've installed DCGM. 

### Launching the DCGM daemon

This library includes a daemon which continuously outputs DCGM metrics to a CSV file. To see more information, run:

```console

python -m deepprofile --help

```

## License

`deepprofile` is distributed under the terms of the [MIT](https://spdx.org/licenses/MIT.html) license.