





"""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


UpperCamelCase_									="""scheduler_config.json"""




class 			_a						(				_lowerCAmelCase    ):
				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						(				_lowerCAmelCase    ):
				UpperCamelCase								=   42




class 			_a						:
				UpperCamelCase								=   SCHEDULER_CONFIG_NAME
				UpperCamelCase								=   []
				UpperCamelCase								=   True






				@classmethod
				def     snake_case     (			cls		:   Any,			lowerCAmelCase__		:   Dict[str, Any] = None,			lowerCAmelCase__		:   Optional[str] = None,			lowerCAmelCase__		:   Dict=False,			**lowerCAmelCase__		:   Optional[int],			)     ->				Any:




										'''simple docstring'''



										_UpperCamelCase      : int         =   cls.load_config(
										    pretrained_model_name_or_path=lowerCAmelCase__,			subfolder=lowerCAmelCase__,			return_unused_kwargs=lowerCAmelCase__,			return_commit_hash=lowerCAmelCase__,			**lowerCAmelCase__,			)
										return cls.from_config(lowerCAmelCase__,			return_unused_kwargs=lowerCAmelCase__,			**lowerCAmelCase__							)






				def     snake_case     (			self		:   Dict,			lowerCAmelCase__		:   Union[str, os.PathLike],			lowerCAmelCase__		:   bool = False,			**lowerCAmelCase__		:   Optional[int]							)     ->				Tuple:




										'''simple docstring'''



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






				@property
				def     snake_case     (			self		:   Optional[Any]							)     ->				Union[str, Any]:




										'''simple docstring'''



										return self._get_compatibles()






				@classmethod
				def     snake_case     (			cls		:   Optional[Any]							)     ->				Union[str, Any]:




										'''simple docstring'''



										_UpperCamelCase      : Optional[int]         =   list(set([cls.__name__] + cls._compatibles							)							)
										_UpperCamelCase      : Optional[int]         =   importlib.import_module(__name__.split('''.'''							)[0]							)
										_UpperCamelCase      : List[str]         =   [
										    getattr(lowerCAmelCase__,			lowerCAmelCase__							) for c in compatible_classes_str if hasattr(lowerCAmelCase__,			lowerCAmelCase__							)
										]
										return compatible_classes










"""simple docstring"""




class 			_a						:






				def __init__(			self		:   Optional[int],			lowerCAmelCase__		:   list							)     ->				None:




										'''simple docstring'''



										_UpperCamelCase      : Optional[int]         =   set_counts
										_UpperCamelCase      : Any         =   max(lowerCAmelCase__							)
										_UpperCamelCase      : int         =   len(lowerCAmelCase__							)
										_UpperCamelCase      : int         =   [1] * num_sets
										_UpperCamelCase      : List[Any]         =   list(range(lowerCAmelCase__							)							)






				def     snake_case     (			self		:   int,			lowerCAmelCase__		:   int,			lowerCAmelCase__		:   int							)     ->				bool:




										'''simple docstring'''



										_UpperCamelCase      : Optional[Any]         =   self.get_parent(lowerCAmelCase__							)
										_UpperCamelCase      : Any         =   self.get_parent(lowerCAmelCase__							)

										if src_parent == dst_parent:
																return False

										if self.ranks[dst_parent] >= self.ranks[src_parent]:
																self.set_counts[dst_parent] += self.set_counts[src_parent]
																_UpperCamelCase      : List[Any]         =   0
																_UpperCamelCase      : str         =   dst_parent
																if self.ranks[dst_parent] == self.ranks[src_parent]:
																						self.ranks[dst_parent] += 1
																_UpperCamelCase      : Union[str, Any]         =   self.set_counts[dst_parent]
										else:
																self.set_counts[src_parent] += self.set_counts[dst_parent]
																_UpperCamelCase      : Tuple         =   0
																_UpperCamelCase      : Optional[Any]         =   src_parent
																_UpperCamelCase      : int         =   self.set_counts[src_parent]

										_UpperCamelCase      : Optional[Any]         =   max(self.max_set,			lowerCAmelCase__							)
										return True






				def     snake_case     (			self		:   Optional[Any],			lowerCAmelCase__		:   int							)     ->				int:




										'''simple docstring'''



										if self.parents[disj_set] == disj_set:
																return disj_set
										_UpperCamelCase      : Union[str, Any]         =   self.get_parent(self.parents[disj_set]							)
										return self.parents[disj_set]



