I checked a video explanation of batch norm and the focal point of that video is the idea that we “put our data on known or standard scale”. This is often scale [0, 1] as in the next image:

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On the other hand it is unclear to me what is the standard scale for BatchNorm1d. Is this the gamma parameter (γ)?

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