I see. That's one important info I didn't catch before. Thank you for letting 
me know!

But now I'm still not sure when the 4D to 5D/6D conversion of tensors happen, 
as well as all `expand_dims` and `layout_transform`. Does it happen somewhere 
before the `alter_op_layout` pass?





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