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ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware #17

Open JasonWayne opened 4 years ago

JasonWayne commented 4 years ago

概述

把NAS搜索看作是Path Pruning的问题。 可以看作是SinglePath One-Shot的始祖，将网络二值化，来解决DARTS中显存占用高的问题。

文章：https://arxiv.org/abs/1812.00332

代码：https://github.com/mit-han-lab/ProxylessNAS/tree/master/search

作者解读：https://www.zhihu.com/question/296404213/answer/547163236

JasonWayne commented 4 years ago

代码阅读： 超网的结构在这里 https://github.com/mit-han-lab/ProxylessNAS/blob/master/search/models/super_nets/super_proxyless.py#L13:7