dotnet / dotnet/machinelearning

AutoML should skip/ignore trainers that don't work on the current machine

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#5,576 2 comments 0 reactions 0 assignees View on GitHub
area-AutoML enhancement Priority:2
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Description

Following up from https://github.com/dotnet/machinelearning/issues/3903#issuecomment-739542538.

We should consider not failing an AutoML experiment because the dependencies necessary for MKL to load are not available on the current machine. We could log a warning or tell the user some other way that MKL can't be loaded. But this shouldn't block the user, and force them to figure out how to exclude the problematic trainer (Ols in the case above).

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