e3251075554389fe91d17a794861d47b-Supplemental.pdf

Now,we describe the latencymeasurement pipeline for desktop GPUs, Jetson, serverCPUs, and mobile phone. Furthermore, evenwith the same GPU device, the correlation scores are not high ifthebatch sizes are different. Figure A.1: Visualization of 10 reference neural architectures we used for NAS-Bench-201 search space. Werandomlyselected10reference architectures for each search space (NAS-Bench-201, FBNet, and MobileNetV3) and used them across all experiments and devices of the same search space. In Figure A.1, we visualize 10 reference architectures that we used in NAS-Bench-201 search space.