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Feb, 2024
神经电路图:深度学习架构的通讯、实现和分析的稳健图示
Neural Circuit Diagrams: Robust Diagrams for the Communication, Implementation, and Analysis of Deep Learning Architectures
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Vincent Abbott
TL;DR
使用神经电路图图示化深度学习架构,展示架构的细节、数据的排列方式以及线性操作的并行行为,并且能够提供数学洞察力和算法的时间和空间复杂度分析。
Abstract
diagrams
matter. Unfortunately, the deep learning community has no standard method for diagramming architectures. The current combination of linear algebra notation and ad-hoc
diagrams
fails to offer the necessar
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