Add fast path for Resize when scale is 1 for all dimensions #290
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When the scale is 1, the operator can just copy its inputs. Unlike the general case, this does support tensors that are not 4D, since this is easy to implement.
The initial use case is an identity resize of a 3D tensor in the Segment Anything image encoder.