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[booster] Implement Plugin for Torch DDP #3179

@FrankLeeeee

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@FrankLeeeee

Overview

Plugin is an abstraction to inject features into the training components passed by the user. This plugin will perform wrapping/transformation to convert the training components to ones which are accelerated/modified.

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Goal

The Plugin class should be implemented to achieve some transformation for demonstration purpose. For the current stage, we can convert the training components with Gemini, i.e. write a plugin for PyTorch DDP.

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