
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


lowerCamelCase_  :	Any 				=					"""scheduler_config.json"""

class     _UpperCamelCase			(   _A					):






			'''simple docstring'''

			__UpperCamelCase :  Optional[Any]    =	1
			__UpperCamelCase :  Union[str, Any]    =	2
			__UpperCamelCase :  List[str]    =	3
			__UpperCamelCase :  int    =	4
			__UpperCamelCase :  str    =	5
			__UpperCamelCase :  Dict    =	6
			__UpperCamelCase :  str    =	7
			__UpperCamelCase :  Optional[int]    =	8
			__UpperCamelCase :  str    =	9
			__UpperCamelCase :  List[Any]    =	10
			__UpperCamelCase :  Optional[int]    =	11
			__UpperCamelCase :  Optional[int]    =	12
			__UpperCamelCase :  Any    =	13
			__UpperCamelCase :  Dict    =	14




@dataclass
class     _UpperCamelCase			(   _A					):






			'''simple docstring'''

			__UpperCamelCase :  torch.FloatTensor




class     _UpperCamelCase			:






			'''simple docstring'''

			__UpperCamelCase :  List[str]    =	SCHEDULER_CONFIG_NAME
			__UpperCamelCase :  Tuple    =	[]
			__UpperCamelCase :  Tuple    =	True

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

			def  lowerCAmelCase__		(    self	:    Optional[int]  ,		snake_case_	:    Union[str, os.PathLike]  ,		snake_case_	:    bool = False  ,		**snake_case_	:    str ):
							self.save_config(save_directory=snake_case_  ,		push_to_hub=snake_case_  ,		**snake_case_ )

			@property
			def  lowerCAmelCase__		(    self	:    Any ):
							return self._get_compatibles()




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








def     A__   (  lowerCamelCase       ,      lowerCamelCase  )					->		float:
				if mass < 0:
								raise ValueError("""The mass of a body cannot be negative"""  )
				return 0.5 * mass * abs(lowerCamelCase  ) * abs(lowerCamelCase  )


if __name__ == "__main__":
							import doctest

							doctest.testmod(verbose=True)






