Federico Nicolás Peccia

Autotuned Distribution of Multi-DNN Workloads on Multi-Accelerator SoCs

This work proposes a method to distribute the execution of individual layers across accelerators, and demonstrates how to implement such a baseline system using a SoC generator framework, performs an ablation study prototyping different versions on an FPGA, and identifies gaps and limitations by executing a multi-DNN a...