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EfficientNet: Rethinking Model Scaling for Convolutional ...

EfficientNet: Rethinking Model Scaling for Convolutional ...

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tuning cost. In this paper, we aim to study model efficiency for super large ConvNets that surpass state-of-the-art accu-racy. To achieve this goal, we resort to model scaling. Model Scaling: There are many ways to scale a Con-vNet for different resource constraints: ResNet (He et al., 2016) can be scaled down (e.g., ResNet-18) or up (e.g.,

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