Handle determinism - Githubissues

LMZimmer / Auto-PyTorch_refactor

Apache License 2.0

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Handle determinism #10

Open ravinkohli opened 3 years ago

ravinkohli commented 3 years ago

we need to add support for setting seeds for various random number generations. Could be handled once in the api for the whole project or individually for pipeline components.

LMZimmer commented 3 years ago

For this let's:

create a set_random_state in the BasePipeline
call it in the init after https://github.com/LMZimmer/Auto-PyTorch_refactor/blob/8250e46fe85b8cf5137880d67db9537572e8f7d3/autoPyTorch/pipeline/base_pipeline.py#L98
add support for this in the smbo part and pass the state to the pipeline