

'''simple docstring'''

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


lowerCAmelCase_						   =			logging.get_logger(__name__)

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







class lowerCamelCase      (						__lowerCAmelCase							):
				snake_case_           =   '''swiftformer'''

				def __init__(					self,	lowercase_=3,	lowercase_=[3, 3, 6, 4],	lowercase_=[48, 56, 112, 220],	lowercase_=4,	lowercase_=[True, True, True, True],	lowercase_="gelu",	lowercase_=3,	lowercase_=2,	lowercase_=1,	lowercase_=0.0,	lowercase_=True,	lowercase_=1E-5,	lowercase_=1E-5,	**lowercase_,	)						->       Tuple:
					super().__init__(**lowercase_   )
					snake_case							 =				num_channels
					snake_case							 =				depths
					snake_case							 =				embed_dims
					snake_case							 =				mlp_ratio
					snake_case							 =				downsamples
					snake_case							 =				hidden_act
					snake_case							 =				down_patch_size
					snake_case							 =				down_stride
					snake_case							 =				down_pad
					snake_case							 =				drop_path_rate
					snake_case							 =				use_layer_scale
					snake_case							 =				layer_scale_init_value
					snake_case							 =				batch_norm_eps







class lowerCamelCase      (						__lowerCAmelCase							):
				snake_case_           =   version.parse('''1.11'''							)

				@property
				def 				_lowerCamelCase						(					self   )						->       Mapping[str, Mapping[int, str]]:
					return OrderedDict(
					    [
					        ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
					    ]   )






				@property
				def 				_lowerCamelCase						(					self   )						->       float:
					return 1E-4








'''simple docstring'''

lowerCAmelCase_						   =			{0: [1, 2], 1: [0, 3], 2: [0], 3: [1], 4: [5, 6], 5: [4, 6], 6: [4, 5]}

lowerCAmelCase_						   =			{0: [1, 2, 3], 1: [0, 3], 2: [0], 3: [0, 1], 4: [], 5: []}

def     __magic_name__       ( A					,   A					,   A							)			->		list:
	snake_case							 =				True
	snake_case							 =				[]

	for neighbour in graph[vert]:
		if not visited[neighbour]:
			connected_verts += dfs(A					,   A					,   A							)

	return [vert, *connected_verts]

def     __magic_name__       ( A							)			->		list:
	snake_case							 =				len(A							)
	snake_case							 =				graph_size * [False]
	snake_case							 =				[]

	for i in range(A							):
		if not visited[i]:
			snake_case							 =				dfs(A					,   A					,   A							)
			components_list.append(A							)

	return components_list


if __name__ == "__main__":
						import doctest

						doctest.testmod()





