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论文笔记:VarGNet: Variable Group Convolutional Neural Network for Efficient Embedded Computing
时间 2020-12-29
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中心思想: 固定group convolution中每个group的channel个数,而不是遵循现有的做法:固定group的个数 各层之间的计算策略由于group channel个数的固定,使得模型在硬件端更容易优化 设计满足嵌入式端上网络的几种思路:两个方向 设计出算力需求少的网络(减少乘加次数,MAdds),如shufflenet v1/v2, mobilenet v1/v2 从FPGA(硬
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