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Not All Ops Are Created Equal!
时间 2021-01-17
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Not All Ops Are Created Equal!
网络中操作的等效性
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最近读了一片文章“Not all Ops Are Created Equal!”,以前大家手工设计网络结构的时候,都是尽量在减少模型的计算量和模型参数量,认为计算量和参数量小的模型inference的效率就一定高。其实不然,首先我们要明确设计轻量级网络的最终的目的是什么?——在保证精度损失在可接受范围内的同时,降低模型推理的延迟和功耗才是重中之重! 论文连接:Not All Ops Are Cre
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