D-X-Y / AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.

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About Sequential Greedy Architecture Search (SGAS)

Tommy787576 opened this issue · comments

Which Algorithm
Sequential Greedy Architecture Search (SGAS)

Describe the Question
Hi! First of all, thank you for your great work!
I'm curious that if this benchmark is suitable for SGAS:
https://arxiv.org/abs/1912.00195
or PC-DARTS:
https://arxiv.org/abs/1907.05737
Besides, which kinds of DARTS-based searching method are suitable for this benchmark?

Great Thanks!

Good question. As long as these NAS algorithms are applicable to any search space, they can use NATS-Bench / NAS-Bench-201.
Based on my understanding of these two works, these two works can use our benchmark, while it requires to re-implement the super-model in this repo based on their algorithms.

Thank you!