神经网络结构搜索-可微

basic idea

image
image

super net

image

image

训练参数

image

image

确定结构

image

  • 选择图中的一条路径

考虑latency

image

image

image

image

Trade off ACC and Latency

image

Hardware Awareness

image

Summary

image

image

image

image

参考

  • Liu, Simonyan, & Yang. DARTS: Differentiable Architecture Search. In ICLR, 2019.
  • Wu et al. FBNet: Hardware-Aware Efficient ConvNet Design via Differentiable Neural Architecture Search. In CVPR, 2019.
posted @ 2022-12-09 15:38  topbookcc  阅读(16)  评论(0)  编辑  收藏  举报
/* 鼠标点击求赞文字特效 */