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The documentation isn't very clear, but I believe the root is applied by the reduction function, thus making it RMSE. A bit risky since the reduction function doesn't have to be "sqrt-mean"...
Noticed discrepancy related to metric definition. RMSE is actually MSE, which makes sense as RMSE tends to be very unstable.
Definiton:
source:
https://github.com/jdb78/pytorch-forecasting/blob/68a0eb5f1701801142ce976fa50305b29507845a/pytorch_forecasting/metrics/point.py#L137C1-L149C20
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