A runtime fault injector for PyTorchFI
Project description
PyTorchFI-Beta
PyTorchFI is a runtime fault injector tool for PyTorch to simulate bit flips within the neural network. Check us out on PyPI here.
Installation
Install using pip install pytorchfi
Documentation
The documentation can be found at https://pytorchfi.github.io/docs/.
Code
Structure
The main source code of PyTorchFI is held in src, which carries both Core and Util implementations.
Formatting
All python code is formatted with black.
Contributors
- Sarita V. Adve (UIUC)
- Neeraj Aggarwal (UIUC)
- Christopher W. Fletcher (UIUC)
- Siva Kumar Sastry Hari (NVIDIA)
- Abdulrahman Mahmoud (UIUC)
- Alex Nobbe (UIUC)
License
Release history Release notifications | RSS feed
Download files
Download the file for your platform. If you're not sure which to choose, learn more about installing packages.
Source Distribution
pytorchfi-0.1.6.tar.gz
(4.0 kB
view hashes)
Built Distribution
Close
Hashes for pytorchfi-0.1.6-py3-none-any.whl
| Algorithm | Hash digest | |
|---|---|---|
| SHA256 | ee538c0ea4400486ec7e3e91434a8188a73e741306f458a416a9c183398288e1 |
|
| MD5 | f054f10ee59e4b315f4895b6f0665d00 |
|
| BLAKE2b-256 | c30d240501a7d7eea57c5b1ce54256500257e13828e341f9255ae07a8b68d1d5 |
