

from __future__ import annotations

from collections import deque
from queue import Queue
from timeit import timeit

lowerCAmelCase__						=	{
    '''A''': ['''B''', '''C'''],
    '''B''': ['''A''', '''D''', '''E'''],
    '''C''': ['''A''', '''F'''],
    '''D''': ['''B'''],
    '''E''': ['''B''', '''F'''],
    '''F''': ['''C''', '''E'''],
}



def    lowerCAmelCase__							(		SCREAMING_SNAKE_CASE_:							Optional[Any]		,    SCREAMING_SNAKE_CASE_:							Union[str, Any] )     -> list[str]:




				'''simple docstring'''





				A__            =     {start}
				A__            =     [start]
				A__            =     Queue()
				queue.put(SCREAMING_SNAKE_CASE_ )
				while not queue.empty():
								A__            =     queue.get()
								for w in graph[v]:
												if w not in explored:
																explored.add(SCREAMING_SNAKE_CASE_ )
																result.append(SCREAMING_SNAKE_CASE_ )
																queue.put(SCREAMING_SNAKE_CASE_ )
				return result



def    lowerCAmelCase__							(		SCREAMING_SNAKE_CASE_:							List[str]		,    SCREAMING_SNAKE_CASE_:							Optional[Any] )     -> list[str]:




				'''simple docstring'''





				A__            =     {start}
				A__            =     [start]
				A__            =     deque([start] )
				while queue:
								A__            =     queue.popleft()
								for child in graph[v]:
												if child not in visited:
																visited.add(SCREAMING_SNAKE_CASE_ )
																result.append(SCREAMING_SNAKE_CASE_ )
																queue.append(SCREAMING_SNAKE_CASE_ )
				return result



def    lowerCAmelCase__							(		SCREAMING_SNAKE_CASE_:							int )     -> None:




				'''simple docstring'''





				A__            =     F'from __main__ import G, {name}'
				A__            =     1_0_0_0_0
				A__            =     timeit(F'{name}(G, \'A\')'		,    setup=SCREAMING_SNAKE_CASE_		,    number=SCREAMING_SNAKE_CASE_ )
				print(F'{name:<35} finished {number} runs in {res:.5f} seconds' )


if __name__ == "__main__":
	import doctest

	doctest.testmod()

	benchmark_function("""breadth_first_search""")
	benchmark_function("""breadth_first_search_with_deque""")
	# breadth_first_search                finished 10000 runs in 0.20999 seconds
	# breadth_first_search_with_deque     finished 10000 runs in 0.01421 seconds



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    a__  (   snake_case     ):
			"""simple docstring"""







			__lowerCamelCase	    =    '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 , )					->  Optional[int]:
							'''simple docstring'''






							super().__init__(**lowercase    )
							A__            =     num_channels
							A__            =     depths
							A__            =     embed_dims
							A__            =     mlp_ratio
							A__            =     downsamples
							A__            =     hidden_act
							A__            =     down_patch_size
							A__            =     down_stride
							A__            =     down_pad
							A__            =     drop_path_rate
							A__            =     use_layer_scale
							A__            =     layer_scale_init_value
							A__            =     batch_norm_eps

class    a__  (   snake_case     ):
			"""simple docstring"""







			__lowerCamelCase	    =    version.parse('1.11'     )


			@property
			def        UpperCamelCase						(      self    )					->  Mapping[str, Mapping[int, str]]:
							'''simple docstring'''






							return OrderedDict(
							    [
							        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
							    ]    )


			@property
			def        UpperCamelCase						(      self    )					->  float:
							'''simple docstring'''






							return 1e-4

