Please tell me which paper does this algorithm come from(in linear_region_counter.py , line 130, def calc_LR())

VITA-Group / TENAS

[ICLR 2021] "Neural Architecture Search on ImageNet in Four GPU Hours: A Theoretically Inspired Perspective" by Wuyang Chen, Xinyu Gong, Zhangyang Wang

MIT License

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Please tell me which paper does this algorithm come from(in linear_region_counter.py , line 130, def calc_LR()) #7

Closed trestad closed 3 years ago

trestad commented 3 years ago

chenwydj commented 3 years ago

Hi @trestad,

Thank you for your interest in our work!

We developed this algorithm. The definition of linear region is from this paper: https://arxiv.org/pdf/2006.00978.pdf

I also added some comments to make this function more readable: https://github.com/VITA-Group/TENAS/blob/main/lib/procedures/linear_region_counter.py#L130