


snake_case_						:			Union[str, Any]													=							tuple[float, float, float]
snake_case_						:			Dict													=							tuple[float, float, float]







def 						lowerCamelCase(   a__	,a__):
				_SCREAMING_SNAKE_CASE			  =end_pointa[0] - end_pointa[0]
				_SCREAMING_SNAKE_CASE			  =end_pointa[1] - end_pointa[1]
				_SCREAMING_SNAKE_CASE			  =end_pointa[2] - end_pointa[2]
				return (x, y, z)







def 						lowerCamelCase(   a__	,a__):
				_SCREAMING_SNAKE_CASE			  =ab[1] * ac[2] - ab[2] * ac[1]  # *i
				_SCREAMING_SNAKE_CASE			  =(ab[0] * ac[2] - ab[2] * ac[0]) * -1  # *j
				_SCREAMING_SNAKE_CASE			  =ab[0] * ac[1] - ab[1] * ac[0]  # *k
				return (x, y, z)







def 						lowerCamelCase(   a__	,a__):
				return tuple(round(a__	,a__) for x in vector) == (0, 0, 0)







def 						lowerCamelCase(   a__	,a__	,a__	,a__ = 10):
				_SCREAMING_SNAKE_CASE			  =create_vector(a__	,a__)
				_SCREAMING_SNAKE_CASE			  =create_vector(a__	,a__)
				return is_zero_vector(get_ad_vectors_cross(a__	,a__)	,a__)



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


snake_case_						:			Optional[Any]													=							'''scheduler_config.json'''

class 						A__							(		UpperCamelCase__  ):
						UpperCAmelCase             =						1
						UpperCAmelCase             =						2
						UpperCAmelCase             =						3
						UpperCAmelCase             =						4
						UpperCAmelCase             =						5
						UpperCAmelCase             =						6
						UpperCAmelCase             =						7
						UpperCAmelCase             =						8
						UpperCAmelCase             =						9
						UpperCAmelCase             =						10
						UpperCAmelCase             =						11
						UpperCAmelCase             =						12
						UpperCAmelCase             =						13
						UpperCAmelCase             =						14

@dataclass
class 						A__							(		UpperCamelCase__  ):
						UpperCAmelCase             =						42

class 						A__							:
						UpperCAmelCase             =						SCHEDULER_CONFIG_NAME
						UpperCAmelCase             =						[]
						UpperCAmelCase             =						True




						@classmethod
						def 							__UpperCamelCase				(       cls					:      List[str]				,    _a					:      Dict[str, Any] = None				,    _a					:      Optional[str] = None				,    _a					:      Optional[Any]=False				,    **_a					:      Dict				,    )							->     Dict:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE  ,				_SCREAMING_SNAKE_CASE  ,				_SCREAMING_SNAKE_CASE			  =cls.load_config(
										    pretrained_model_name_or_path=_a				,    subfolder=_a				,    return_unused_kwargs=_a				,    return_commit_hash=_a				,    **_a				,    )
										return cls.from_config(_a				,    return_unused_kwargs=_a				,    **_a  )




						def 							__UpperCamelCase				(       self					:      Dict				,    _a					:      Union[str, os.PathLike]				,    _a					:      bool = False				,    **_a					:      int  )							->     Dict:


										"""simple docstring"""





										self.save_config(save_directory=_a				,    push_to_hub=_a				,    **_a  )




						@property
						def 							__UpperCamelCase				(       self					:      List[str]  )							->     List[Any]:


										"""simple docstring"""





										return self._get_compatibles()




						@classmethod
						def 							__UpperCamelCase				(       cls					:      List[Any]  )							->     str:


										"""simple docstring"""





										_SCREAMING_SNAKE_CASE			  =list(set([cls.__name__] + cls._compatibles  )  )
										_SCREAMING_SNAKE_CASE			  =importlib.import_module(__name__.split('''.'''  )[0]  )
										_SCREAMING_SNAKE_CASE			  =[
										    getattr(_a				,    _a  ) for c in compatible_classes_str if hasattr(_a				,    _a  )
										]
										return compatible_classes