Large-Scale Application of Fault Injection into PyTorch Models -- an Extension to PyTorchFI for Validation Efficiency

1 code implementation • 30 Oct 2023 • Ralf Graafe, Qutub Syed Sha, Florian Geissler, Michael Paulitsch

Transient or permanent faults in hardware can render the output of Neural Networks (NN) incorrect without user-specific traces of the error, i. e. silent data errors (SDE).