The old iterators will get a special gluon dataset wrapper which has no length
and forbids random accessing or sampling from dataloader, they keep their
original arguments during iteration
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What about `mx.io.ImageRecordIter`? Also, what about the return type of those
iterator - `mx.io` iterators return `mx.io.DataBatch`, will that be changed too?
@JanuszL FYI since DALI MXNet plugin produces `mx.io.DataBatch` and may be
affected.
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## Description
This is the part 1 of Gluon Data API extension and fixes, which mainly focus on
cleaning up diverging usage of mxnet module/gluon.
Through long time evolution, there's currently two streams of data loading
conventions implemented in mxnet
- Iterator:
mxnet.io.DataIter(https://git
