@nswamy As discussed offline, I have submitted a new commit with the following 
changes: a separate metric is being maintained for the entire epoch vs 
batch-wise metric, Added the text "(averaged for the entire epoch)" and batch 
range in Speedometer prints too.

[ Full content available at: 
https://github.com/apache/incubator-mxnet/pull/12182 ]
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