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D-X-Y / AutoDL-Projects

Automated deep learning algorithms implemented in PyTorch.
MIT License
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About Sequential Greedy Architecture Search (SGAS) #112

Closed Tommy787576 closed 2 years ago

Tommy787576 commented 2 years ago

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!

D-X-Y commented 2 years ago

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.

Tommy787576 commented 2 years ago

Thank you!