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Example docs formatting (#1364)
* update basic examples * update domain examples * reinforse -> reinforce * update full examples * update multi node examples * update examples readme * fix copy paste * fix line too long
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@@ -31,7 +31,7 @@ python gpu_template.py --gpus 2 --distributed_backend ddp
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---
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#### DistributedDataParallel+DP (ddp2)
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Train on multiple GPUs using DistributedDataParallel + dataparallel.
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Train on multiple GPUs using DistributedDataParallel + DataParallel.
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On a single node, uses all GPUs for 1 model. Then shares gradient information
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across nodes.
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```bash
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