Compatibility utility required to allow for both V1 and V2 behavior in TF. Until the release of TF 2.0, we need the legacy behavior of `TensorShape` to coexist with the new behavior. This utility is a bridge between the two. If you want to retrieve the Dimension instance corresponding to a c
(shape, index)
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