



'''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


SCREAMING_SNAKE_CASE__          =  "scheduler_config.json"


class 					snake_case			(UpperCamelCase ):
       lowerCAmelCase__	:str     =       1
       lowerCAmelCase__	:int     =       2
       lowerCAmelCase__	:Any     =       3
       lowerCAmelCase__	:str     =       4
       lowerCAmelCase__	:Optional[int]     =       5
       lowerCAmelCase__	:int     =       6
       lowerCAmelCase__	:List[str]     =       7
       lowerCAmelCase__	:str     =       8
       lowerCAmelCase__	:Tuple     =       9
       lowerCAmelCase__	:Dict     =       10
       lowerCAmelCase__	:int     =       11
       lowerCAmelCase__	:Any     =       12
       lowerCAmelCase__	:Tuple     =       13
       lowerCAmelCase__	:int     =       14





@dataclass
class 					snake_case			(UpperCamelCase ):
       lowerCAmelCase__	:torch.FloatTensor





class 					snake_case			:
       lowerCAmelCase__	:List[str]     =       SCHEDULER_CONFIG_NAME
       lowerCAmelCase__	:Any     =       []
       lowerCAmelCase__	:Dict     =       True



       @classmethod
       def 				_a   (					cls  ,UpperCAmelCase_ = None  ,UpperCAmelCase_ = None  ,UpperCAmelCase_=False  ,**UpperCAmelCase_  ,)	->				str:
           lowercase__							,							lowercase__							,							lowercase__									=    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  ,UpperCAmelCase_  ,UpperCAmelCase_ = False  ,**UpperCAmelCase_   )	->				List[Any]:
           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   )	->				Optional[int]:
           lowercase__									=    list(set([cls.__name__] + cls._compatibles   )   )
           lowercase__									=    importlib.import_module(__name__.split("."   )[0]   )
           lowercase__									=    [
               getattr(UpperCAmelCase_  ,UpperCAmelCase_   ) for c in compatible_classes_str if hasattr(UpperCAmelCase_  ,UpperCAmelCase_   )
           ]
           return compatible_classes









'''simple docstring'''





def 							lowerCamelCase	(					_snake_case	:    Optional[Any]  ,_snake_case	:    Union[str, Any]  ,_snake_case	:    Dict  ,_snake_case	:    List[str]  ,_snake_case	:    List[str]  ,_snake_case	:    List[str]							):





    '''simple docstring'''


    if index == r:
        for j in range(_snake_case							):
            print(data[j]  ,end=" "							)
        print(" "							)
        return
    #  When no more elements are there to put in data[]
    if i >= n:
        return
    # current is included, put next at next location
    lowercase__									=    arr[i]
    combination_util(_snake_case  ,_snake_case  ,_snake_case  ,index + 1  ,_snake_case  ,i + 1							)
    # current is excluded, replace it with
    # next (Note that i+1 is passed, but
    # index is not changed)
    combination_util(_snake_case  ,_snake_case  ,_snake_case  ,_snake_case  ,_snake_case  ,i + 1							)
    # The main function that prints all combinations
    # of size r in arr[] of size n. This function
    # mainly uses combinationUtil()




def 							lowerCamelCase	(					_snake_case	:    Optional[Any]  ,_snake_case	:    Tuple  ,_snake_case	:    Union[str, Any]							):





    '''simple docstring'''


    lowercase__									=    [0] * r
    # Print all combination using temporary array 'data[]'
    combination_util(_snake_case  ,_snake_case  ,_snake_case  ,0  ,_snake_case  ,0							)


if __name__ == "__main__":
 # Driver code to check the function above
 SCREAMING_SNAKE_CASE__          =  [10, 20, 30, 40, 50]
 print_combination(arr, len(arr), 3)
 # This code is contributed by Ambuj sahu




