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Why is the transpose operation commonly used to change the view of data rather than operating in memory?

Why is the transpose operation commonly used to change the view of data rather than operating in memory?
Changing the data view will obviously bring about the problem of no longer needing to **copy **the inner memory of this operator.
However, this will cause subsequent memory discontinuity, such as performing **broadcast **or **add **operators after transpose, which will become very complicated. I’m curious how everyone thinks about this issue.