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A runtime fault injection tool for PyTorch.
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src Code reorganization and bug fixes (#4) Jul 19, 2019
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README.md

PyTorchFI

PyTorchFI is a runtime fault injector tool for PyTorch to simulate bit flips within the neural network. Check us out on PyPI here.

Installation

Via Pip

Install using pip install pytorchfi Then in your project source files:

import pytorchfi

From Source

Download this repository into your project folder. Then in your project source files:

from src import PyTorchFI_Core

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

License

NCSA License

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