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arXiv:2110.00476v1 [cs.CV] 1 Oct 2021

the literature, the performance reported on ImageNet-1k-val for this architecture ranges from 75.2% to 79.5%, depending on the paper. It is unclear whether a sufficient effort has been invested in pushing the baseline further. We want to fill this gap: in this pa-per, we focus on the vanilla ResNet-50 architecture2 as described by He et al ...

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