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William Falcon f7d762416c cleaning up demos (#312) 
* cleaning up demos

* Update job_submit.sh

* Update README.md
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basic_examples
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domain_templates
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multi_node_examples
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__init__.py
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README.md
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README.md

Examples

This folder has 3 sections:

Domain templates

These are templates to show common approaches such as GANs and RL.

Basic examples

These show the most common use of Lightning for either CPU or GPU training.

Multi-node examples

These show how to run jobs on a GPU cluster using lightning.

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