https://github.com/li-js/gpu_memory_profiling

Profile the GPU memory usage of every line in a Pytorch code
https://github.com/li-js/gpu_memory_profiling

Last synced: 14 days ago
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Profile the GPU memory usage of every line in a Pytorch code

• Host: GitHub
• URL: https://github.com/li-js/gpu_memory_profiling
• Owner: li-js
• Created: 2018-06-12T11:54:48.000Z (over 6 years ago)
• Default Branch: master
• Last Pushed: 2018-06-13T03:42:01.000Z (over 6 years ago)
• Last Synced: 2024-08-01T16:52:40.595Z (3 months ago)
• Language: Python
• Homepage:
• Size: 11.7 KB
• Stars: 82
• Watchers: 2
• Forks: 19
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# gpu_memory_profiling

Profile the GPU memory usage of every line in a pytorch code

## Example Usage

```bash

python example_mnist.py

```

## Dependency

This code depends on [py3nvml](https://github.com/fbcotter/py3nvml). Pip install is available here: 

```

pip install py3nvml

```

Tested with pytorch version 0.4.0 and py3nvml verion 0.2.0

### Acknowledgement

The gpu_profile.py is a modified version of [this script](https://gist.github.com/MInner/8968b3b120c95d3f50b8a22a74bf66bc).

The example_mnist.py is modified from [this script](https://github.com/pytorch/examples/blob/master/mnist/main.py).