


'''simple docstring'''






import importlib
import os
from dataclasses import dataclass
from enum import Enum
from typing import Any, Dict, Optional, Union

import torch

from ..utils import BaseOutput


__A	:	Optional[int]     =     'scheduler_config.json'
class 						__UpperCamelCase	(						lowercase__							):
							lowercase			:		Tuple   		=  1
							lowercase			:		Dict   		=  2
							lowercase			:		List[Any]   		=  3
							lowercase			:		Dict   		=  4
							lowercase			:		List[str]   		=  5
							lowercase			:		Union[str, Any]   		=  6
							lowercase			:		List[str]   		=  7
							lowercase			:		Union[str, Any]   		=  8
							lowercase			:		List[Any]   		=  9
							lowercase			:		str   		=  1_0
							lowercase			:		Tuple   		=  1_1
							lowercase			:		int   		=  1_2
							lowercase			:		Union[str, Any]   		=  1_3
							lowercase			:		Dict   		=  1_4





@dataclass
class 						__UpperCamelCase	(						lowercase__							):
							lowercase			:		torch.FloatTensor





class 						__UpperCamelCase	:
							lowercase			:		List[Any]   		=  SCHEDULER_CONFIG_NAME
							lowercase			:		Dict   		=  []
							lowercase			:		Dict   		=  True





							@classmethod
							def 		a__   (  cls		:List[Any]  ,_UpperCamelCase		:Dict[str, Any] = None  ,_UpperCamelCase		:Optional[str] = None  ,_UpperCamelCase		:str=False  ,**_UpperCamelCase		:Dict  ,):
									snake_case_		:							str			       =						cls.load_config(
									    pretrained_model_name_or_path=_UpperCamelCase  ,subfolder=_UpperCamelCase  ,return_unused_kwargs=_UpperCamelCase  ,return_commit_hash=_UpperCamelCase  ,**_UpperCamelCase  ,)
									return cls.from_config(_UpperCamelCase  ,return_unused_kwargs=_UpperCamelCase  ,**_UpperCamelCase			)





							def 		a__   (  self		:Tuple  ,_UpperCamelCase		:Union[str, os.PathLike]  ,_UpperCamelCase		:bool = False  ,**_UpperCamelCase		:Tuple			):
									self.save_config(save_directory=_UpperCamelCase  ,push_to_hub=_UpperCamelCase  ,**_UpperCamelCase			)





							@property
							def 		a__   (  self		:Optional[int]			):
									return self._get_compatibles()





							@classmethod
							def 		a__   (  cls		:Tuple			):
									snake_case_		:							List[str]			       =						list(set([cls.__name__] + cls._compatibles			)			)
									snake_case_		:							Optional[int]			       =						importlib.import_module(__name__.split("""."""			)[0]			)
									snake_case_		:							Optional[Any]			       =						[
									    getattr(_UpperCamelCase  ,_UpperCamelCase			) for c in compatible_classes_str if hasattr(_UpperCamelCase  ,_UpperCamelCase			)
									]
									return compatible_classes



'''simple docstring'''






from abc import ABC, abstractmethod
from argparse import ArgumentParser
class 						__UpperCamelCase	(						lowercase__							):





							@staticmethod
							@abstractmethod
							def 		a__   (  _UpperCamelCase		:ArgumentParser			):
									raise NotImplementedError()





							@abstractmethod
							def 		a__   (  self		:Optional[Any]			):
									raise NotImplementedError()