Searching for Fast Model Families on Datacenter Accelerators.
Computer Vision and Pattern Recognition（2021）
Key words
FLOPs-latency nonproportionality,DC-accelerator-optimized search space,hybrid fused convolution structures,depthwise convolutions,block-wise activation functions,latency-aware compound scaling,multiobjective compound scaling method,LACS discovers,Efficient-Net,fast model families,neural architecture search,NAS,model scaling,fast convolutional architecture families,hardware architecture details,datacenter accelerators,fast CNN model families,EfficientNet-X,TPUv3,GPUv100
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