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
Project details
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