





from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__UpperCamelCase:  Optional[int]   =   logging.get_logger(__name__)

__UpperCamelCase:  Dict   =   {
    """MBZUAI/swiftformer-xs""": """https://huggingface.co/MBZUAI/swiftformer-xs/resolve/main/config.json""",
}


class 			__lowerCAmelCase				(					_UpperCamelCase			):


	'''simple docstring'''





	_A       	=							"swiftformer"

	def __init__(	self:	Dict,				lowerCamelCase_:	List[Any]=3,				lowerCamelCase_:	Optional[Any]=[3, 3, 6, 4],				lowerCamelCase_:	Dict=[48, 56, 112, 220],				lowerCamelCase_:	Union[str, Any]=4,				lowerCamelCase_:	Union[str, Any]=[True, True, True, True],				lowerCamelCase_:	List[Any]="gelu",				lowerCamelCase_:	Dict=3,				lowerCamelCase_:	Tuple=2,				lowerCamelCase_:	Union[str, Any]=1,				lowerCamelCase_:	List[Any]=0.0,				lowerCamelCase_:	Optional[int]=True,				lowerCamelCase_:	Any=1E-5,				lowerCamelCase_:	Union[str, Any]=1E-5,				**lowerCamelCase_:	Optional[int],				):
			super().__init__(**lowerCamelCase_ )
			lowercase__				:			str            =		num_channels
			lowercase__				:			str            =		depths
			lowercase__				:			List[Any]            =		embed_dims
			lowercase__				:			str            =		mlp_ratio
			lowercase__				:			List[str]            =		downsamples
			lowercase__				:			str            =		hidden_act
			lowercase__				:			int            =		down_patch_size
			lowercase__				:			Optional[int]            =		down_stride
			lowercase__				:			List[str]            =		down_pad
			lowercase__				:			List[Any]            =		drop_path_rate
			lowercase__				:			Optional[int]            =		use_layer_scale
			lowercase__				:			Tuple            =		layer_scale_init_value
			lowercase__				:			str            =		batch_norm_eps


class 			__lowerCAmelCase				(					_UpperCamelCase			):


	'''simple docstring'''





	_A       	=							version.parse("1.11"			)

	@property
	def       snake_case__(	self:	Optional[int] ):
			return OrderedDict(
			    [
			        ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
			    ] )





	@property
	def       snake_case__(	self:	str ):
			return 1E-4






def 			SCREAMING_SNAKE_CASE__     (					_lowercase    :   int )      ->       bool:




		'''simple docstring'''
		lowercase__				:			Optional[int]            =		9

		while num > 0:
				if num % 10 != digit:
						return False
				num //= 100
				digit -= 1

		return True


def 			SCREAMING_SNAKE_CASE__     (					)      ->       int:




		'''simple docstring'''
		lowercase__				:			List[str]            =		138_902_663

		while not is_square_form(num * num ):
				if num % 10 == 3:
						num -= 6  # (3 - 6) % 10 = 7
				else:
						num -= 4  # (7 - 4) % 10 = 3

		return num * 10


if __name__ == "__main__":
			print(F'{solution() = }')


