Merge task config template, and distributed MxNet training changes to Amol's fork#4

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eftiquar wants to merge 14 commits into

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eftiquar:master

Commits on Mar 24, 2018

Adding distributyed training metrics section
eftiquar
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Commits on Mar 26, 2018

Adding provosion for specifying full path of template file if runner is launched from different location
eftiquar
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Commits on Mar 27, 2018

Adding mterics template argument to benchmarkrunner
eftiquar
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Compute average of total for compute method total for distributed computing
eftiquar
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Commits on Mar 30, 2018

Add support for aggregating average for distributed runs
eftiquar
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Commits on Apr 18, 2018

Using private s3 bucket for imagenet dataset
eftiquar
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Commits on Apr 19, 2018

Accidentally typed character ~
eftiquar
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Commits on Apr 23, 2018

Checking in distributed MxNet template
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Adding CFN template used by Distributed runs
eftiquar
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Commits on Apr 24, 2018

Merge Rahul's changes for Distributed Imagenet hang
eftiquar
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Commits on Apr 25, 2018

Fix for imagenet training hang due to uneven distribution of image samples per batch
eftiquar
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Commits on Apr 30, 2018