automl / NASLib

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.
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How to use NB301? #140

Open emreds opened 2 years ago

emreds commented 2 years ago

Hello,

I was trying to use NasBenchmark301 based on the example notebook here there are lots of dependency incompatibilities with the NASLib.

It also requires certain branch of Auto-PyTorch and Auto-Pytorch also has incompatibility issues with the NASLib.

Following the another reference in the NASLib's readme I reached the nas-bench-x11 repository and it has also some incompatibility issues.

My question is, what is the suggested and proper way to use NB301 benchmarks?

Based on that we are planning to develop a surrogate model for a task.

Thank you in advance,