automl / automl/ConfigurableOptimizer

Are we tracking the correct layer alignment scores?

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Description

In the [Lambda-DARTS repo](https://github.com/dr-faustus/Lambda-DARTS/blob/master/NAS-Bench201/exps/algos/DARTS-V1.py), they track a `train_corr` and a `valid_corr`.

What we're tracking looks equivalent to `train_corr`. Is this really the one we want to track?

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