Reduce Concat op overhead #255
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- Make `Tensor::append` take view by reference, to avoid unnecessary view clone - Optimize `concatenated_shape` helper
Avoid creating `inner_iter` iterators for tensors with 4 or fewer dimensions.
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This PR contains a few small optimizations to reduce the overhead of
Concat, ie. the work other than actually copying the data.