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BO for chipset configuration selection #3

Open Alaya-in-Matrix opened 4 years ago

Alaya-in-Matrix commented 4 years ago

In the COMBO paper, you mentioned that BO being applied to chipset configuration selection, is their any reference paper for this application?

ChangYong-Oh commented 4 years ago

Hi Wenlung.

https://www.google.com/url?sa=t&source=web&rct=j&url=http://www.or.uni-bonn.de/research/montreal.pdf&ved=2ahUKEwi7stuW_ebmAhXHfFAKHd-KAWUQFjAKegQIARAB&usg=AOvVaw2SzZaJ9dQJYcpvdzapH7VQ

This may be relevant. Since many chip design problems can be formulated as combinatorial optimization problems, sample efficient combinatorial optimization method like COMBO may be useful for such thing.

But depending on a chip design problem, a method for more complicated search spaces or a method more scalable to larger number choices and evaluations may be needed.

2020년 1월 3일 (금) 08:40, Wenlong Lyu notifications@github.com님이 작성:

In the COMBO paper, you mentioned that BO being applied to chipset configuration selection, is their any reference paper for this application?

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