Search results with tag "Mnasnet"
MobileDets: Searching for Object Detection Architectures ...
openaccess.thecvf.comMnasNet [31] and MobileNetV3 [13] extended this idea to find resource-efficient architectures within the NAS framework. With a combination of techniques, MobileNetV3 delivered state-of-the-art architectures on mobile CPU. As a complemen …
MnasNet: Platform-Aware Neural Architecture Search for …
openaccess.thecvf.comMnasNet: Platform-Aware Neural Architecture Search for Mobile Mingxing Tan 1Bo Chen2 Ruoming Pang Vijay Vasudevan1 Mark Sandler2 Andrew Howard2 Quoc V. Le1 1Google Brain, 2Google Inc. {tanmingxing, bochen, rpang, vrv, sandler, howarda, qvl}@google.com
MnasNet: Platform-Aware Neural Architecture Search for …
arxiv.org4. Mobile Neural Architecture Search In this section, we will first discuss our proposed novel factorized hierarchical search space, and then summarize our reinforcement-learning based search algorithm. 4.1. Factorized Hierarchical Search Space As shown in recent studies [36,20], a well-defined search space is extremely important for neural ...