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[Gradient Compression] Surface C++ comm hooks to Python API as built-…
…in comm hooks Pull Request resolved: #46959 1. Implemented the Pybind part. 2. In the reducer, once the builtin_comm_hook_type is set, a c++ comm hook instance will be created in Reducer::autograd_hook. 3. Added unit tests for the builit-in comm hooks. Original PR issue: C++ DDP Communication Hook #46348 ghstack-source-id: 115629230 Differential Revision: [D24471910](https://our.internmc.facebook.com/intern/diff/D24471910/)
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