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[train_controlnet.py] Fix the LR schedulers when num_train_epochs is passed in a distributed training env (#8461)

* Create diffusers.yml

* fix num_train_epochs

* Delete diffusers.yml

* Fixed Changes

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Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: YiYi Xu <yixu310@gmail.com>