Questions on benchmarking about syne-tune HOT 5 CLOSED

Hello, it is best if you look at this tutorial:
https://syne-tune.readthedocs.io/en/latest/tutorials/benchmarking/README.html

• We distinguish between "real" and surrogate (or tabulated) benchmarks. The difference is explained in the tutorial. Most HPO users will be concerned with real benchmarks, where every evaluation for a trial means that real computation (training) is needed
• benchmarking/nursery is for examples of benchmarking, where reviewing is not as serious. For example, things in nursery are not guaranteed to be kept up-2-date

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Note that we are about to include some plotting tools, which allow to visualize results obtained from many experiments. So stay tuned.

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Thanks for your answers. :)
Looking forward to the plotting tools!

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Hi. I have a question. Does syne-tune support traditional machine learning benchmarks running on a local machine (i.e. maybe local backend)? Thank you.

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Yes, you do not need to use AWS or SageMaker to use Syne Tune. You can also just run locally. I recommend you give it a try

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