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Searching for MobileNetV3

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May 08 2019 Quoc Le

Introducing MobileNetV3: Based on MNASNet, found by architecture search, we applied additional methods to go even further (quantization friendly SqueezeExcite & Swish + NetAdapt + Compact layers). Result: 2x faster and more accurate than MobileNetV2. Link: https://arxiv.org/abs/1905.02244 https://t.co/jEFBeA67sR
9 replies, 394 likes


May 09 2019 Maxim Bonnaerens

Google released the newest version of their MobileNet: MobileNetV3 https://arxiv.org/abs/1905.02244 Based on MNASNet (Should have been called MobileNetV3 back then). Most remarkable addition is the use of hard-swish, replacing ReLU as activation function. Quantization friendly designed. https://t.co/B8a5dpBWpR
0 replies, 2 likes


May 08 2019 Brundage Bot

Searching for MobileNetV3. Andrew Howard, Mark Sandler, Grace Chu, Liang-Chieh Chen, Bo Chen, Mingxing Tan, Weijun Wang, Yukun Zhu, Ruoming Pang, Vijay Vasudevan, Quoc V. Le, and Hartwig Adam http://arxiv.org/abs/1905.02244
1 replies, 0 likes


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