PyTorchFI

PyTorchFI is a runtime fault injection tool for PyTorch to simulate bitflips within a deep neural network. I developed it at the RSim Research Group under Professor Sarita Adve.


Won The Lynn Conway Research Award for Best Technical Demonstration at the Application Driven Architecture (ADA) research center, a JUMP Center co-sponsored by SRC and DARPA.


View the PyTorchFI organization on Github here.

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