
"""simple docstring"""



import copy

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto.configuration_auto import CONFIG_MAPPING


UpperCAmelCase__          = logging.get_logger(__name__)

class       lowerCAmelCase__				(						lowerCamelCase__	):
     __a						=					'''upernet'''







     def __init__(							self			:			Dict    ,      _lowerCamelCase			:			Optional[Any]=None    ,      _lowerCamelCase			:			Any=512    ,      _lowerCamelCase			:			Optional[Any]=0.0_2    ,      _lowerCamelCase			:			List[str]=[1, 2, 3, 6]    ,      _lowerCamelCase			:			int=True    ,      _lowerCamelCase			:			str=0.4    ,      _lowerCamelCase			:			Optional[Any]=384    ,      _lowerCamelCase			:			int=256    ,      _lowerCamelCase			:			Union[str, Any]=1    ,      _lowerCamelCase			:			Optional[int]=False    ,      _lowerCamelCase			:			Optional[Any]=255    ,      **_lowerCamelCase			:			Any    ,      ):
       super().__init__(**lowerCAmelCase__			)

       if backbone_config is None:
         logger.info('''`backbone_config` is `None`. Initializing the config with the default `ResNet` backbone.'''			)
         _snake_case					     =       CONFIG_MAPPING["""resnet"""](out_features=['''stage1''', '''stage2''', '''stage3''', '''stage4''']			)
       elif isinstance(lowerCAmelCase__    ,      lowerCAmelCase__			):
         _snake_case					     =       backbone_config.get('''model_type'''			)
         _snake_case					     =       CONFIG_MAPPING[backbone_model_type]
         _snake_case					     =       config_class.from_dict(lowerCAmelCase__			)

       _snake_case					     =       backbone_config
       _snake_case					     =       hidden_size
       _snake_case					     =       initializer_range
       _snake_case					     =       pool_scales
       _snake_case					     =       use_auxiliary_head
       _snake_case					     =       auxiliary_loss_weight
       _snake_case					     =       auxiliary_in_channels
       _snake_case					     =       auxiliary_channels
       _snake_case					     =       auxiliary_num_convs
       _snake_case					     =       auxiliary_concat_input
       _snake_case					     =       loss_ignore_index







     def      lowercase	(							self			:			List[str]			):
       _snake_case					     =       copy.deepcopy(self.__dict__			)
       _snake_case					     =       self.backbone_config.to_dict()
       _snake_case					     =       self.__class__.model_type
       return output








'''simple docstring'''




UpperCamelCase__       :	Optional[Any]    = [
    (10_00, '''M'''),
    (9_00, '''CM'''),
    (5_00, '''D'''),
    (4_00, '''CD'''),
    (1_00, '''C'''),
    (90, '''XC'''),
    (50, '''L'''),
    (40, '''XL'''),
    (10, '''X'''),
    (9, '''IX'''),
    (5, '''V'''),
    (4, '''IV'''),
    (1, '''I'''),
]


def 				lowerCAmelCase_   (	_lowerCamelCase:   str					):
		__SCREAMING_SNAKE_CASE       :		List[Any]           =		{"""I""": 1, """V""": 5, """X""": 10, """L""": 50, """C""": 1_00, """D""": 5_00, """M""": 10_00}
		__SCREAMING_SNAKE_CASE       :		Tuple           =		0
		__SCREAMING_SNAKE_CASE       :		str           =		0
		while place < len(_lowerCamelCase					):
				if (place + 1 < len(_lowerCamelCase					)) and (vals[roman[place]] < vals[roman[place + 1]]):
						total += vals[roman[place + 1]] - vals[roman[place]]
						place += 2
				else:
						total += vals[roman[place]]
						place += 1
		return total


def 				lowerCAmelCase_   (	_lowerCamelCase:   int					):
		__SCREAMING_SNAKE_CASE       :		Any           =		[]
		for arabic, roman in ROMAN:
				((__SCREAMING_SNAKE_CASE)       ,						(__SCREAMING_SNAKE_CASE))       :		str           =		divmod(_lowerCamelCase       ,      _lowerCamelCase					)
				result.append(roman * factor					)
				if number == 0:
						break
		return "".join(_lowerCamelCase					)


if __name__ == "__main__":
						import doctest

						doctest.testmod()