How to use TorchServe: Walk through an example

[krishnakalyan3]

Fixes #2340

cc @msaroufim @agunapal @sekyondaMeta @svekars @carljparker @NicolasHug @kit1980 @subramen

[pytorch-bot[bot]]

:link: Helpful Links

:test_tube: See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/tutorials/2658

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:x: 2 New Failures

As of commit e622d05f1b792a83d9ff47ae6ba7e9a1068fae75 with merge base dc448c2d42cb703424cde2b7f7309174b3120d42 ():

NEW FAILURES - The following jobs have failed:

• Build tutorials / pytorch_tutorial_build_worker (9, 15, linux.4xlarge.nvidia.gpu) (gh)
• Check spelling / pyspelling (gh)

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[sekyondaMeta]

@krishnakalyan3 Thanks for the start on this. We were hoping for a little more though. Something that shows how to:

• Explain what Serve is/does
• Install
• Set up
• Run with an example
• Explore options like metrics

You can use these pages for reference/adopt: https://pytorch.org/serve/getting_started.html https://pytorch.org/serve/server.html As well as any other material on the serve site.

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