google / uncertainty-baselines

High-quality implementations of standard and SOTA methods on a variety of tasks.

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mixup hyperparameters

leodmel opened this issue · comments

Great repo this is! Make things A LOT easier. I am now trying to reproduce Mixup result on ImageNet, but not sure how to set the hyperparameters in uncertainty-baselines/baselines/imagenet/deterministic.py (mixup_alpha in particular), it'd be great if you could provide more details :)
BTW, have you tried SNGP + Mixup yet? If so, any advice on the hyperparameters :) ?