Bottom-up Analysis of the Impact of Single-Event Effects in a CNN Hardware Accelerator using Laser testing

We present laser testing results on the AIEngines array of the 7nm Versal device used in the context of the hardware acceleration of a convolutional neural network application. The first stages of errors propagation are analyzed by testing benchmarks accelerating elementary operations in CNN: The convolutions and data transfer.