Thanks for the input @nswamy 

Editing the log in the following way will ensure minimum impact on scripts that 
parse this log.
```
INFO:root:Epoch[0] Batch [900]  Speed: 48105.51 samples/sec     
accuracy=0.946875
INFO:root:Epoch[0] After batch [938], Train-accuracy=0.951436
INFO:root:Epoch[0] Time cost=2.271
INFO:root:Epoch[0] Validation-accuracy=0.952130
```
The intention of the PR was to avoid giving the impression that the metric 
printed in this log is for the entire epoch.

Does this look like a better idea @nswamy @indhub ? 




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