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[TUTORIAL] Gluon performance tips and tricks (#15427)
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* Adding Gluon performance tips and tricks tutorial. Summary of a number of performance features provided in MXNet. Useful for beginner audience.

* Added licence and download buttons.

* Updates based on feedback.

* Updates based on feedback.

* Update test_tutorials.py

* Update index.md

* Update performance.md

* Update performance.md
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@thomelane @aaronmarkham
thomelane authored and aaronmarkham committed Jul 3, 2019
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