rahul003 commented on issue #11165: ImageIter much slower than ImageRecordIter URL: https://github.com/apache/incubator-mxnet/issues/11165#issuecomment-396352216 Performance wise, even theoretically such a solution can't beat using a rec file with ImageRecordIter would be much more efficient. Are you trying to avoid using them?
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