no code implementations • 23 Mar 2024 • Shrihari Sridharan, Surya Selvam, Kaushik Roy, Anand Raghunathan
On several state-of-art networks for a range of autonomous navigation tasks, Ev-Edge achieves 1. 28x-2. 05x improvements in latency and 1. 23x-2. 15x in energy over an all-GPU implementation on the NVIDIA Jetson Xavier AGX platform for single-task execution scenarios.
1 code implementation • 27 May 2021 • Surya Selvam, Vinod Ganesan, Pratyush Kumar
The resultant computation is systolic and efficiently utilizes the systolic array with a slightly modified dataflow.