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* [Feature]: Add Part3 of Hooks * [Feature]: Add Hook * [Fix]: Add docstring and type hint for base hook * [Fix]: Add test case to not the last iter, inner_iter, epoch * [Fix]: Add missing type hint * [Feature]: Add Args and Returns in docstring * [Fix]: Add missing colon * [Fix]: Add optional to docstring * [Fix]: Fix docstring problem * [Fix]:typo * [Fix]: Fix lint Co-authored-by: Your <you@example.com>