



'''simple docstring'''



from __future__ import annotations



def 	__lowerCAmelCase       (				lowerCamelCase :    list[list[int]]					,		lowerCamelCase :    list[list[int]]       ):






	'''simple docstring'''




	assert len(UpperCAmelCase_       ) == len(UpperCAmelCase_       )

	__lowerCAmelCase       				=	len(UpperCAmelCase_       )
	__lowerCAmelCase       				=	list(range(UpperCAmelCase_       )       )
	__lowerCAmelCase       				=	[-1] * n  # who the donor has donated to
	__lowerCAmelCase       				=	[-1] * n  # who the recipient has received from
	__lowerCAmelCase       				=	[0] * n

	while unmatched_donors:
		__lowerCAmelCase       				=	unmatched_donors[0]
		__lowerCAmelCase       				=	donor_pref[donor]
		__lowerCAmelCase       				=	donor_preference[num_donations[donor]]
		num_donations[donor] += 1
		__lowerCAmelCase       				=	recipient_pref[recipient]
		__lowerCAmelCase       				=	rec_record[recipient]

		if prev_donor != -1:
			if rec_preference.index(UpperCAmelCase_       ) > rec_preference.index(UpperCAmelCase_       ):
				__lowerCAmelCase       				=	donor
				__lowerCAmelCase       				=	recipient
				unmatched_donors.append(UpperCAmelCase_       )
				unmatched_donors.remove(UpperCAmelCase_       )
		else:
			__lowerCAmelCase       				=	donor
			__lowerCAmelCase       				=	recipient
			unmatched_donors.remove(UpperCAmelCase_       )
	return donor_record


"""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


SCREAMING_SNAKE_CASE_       :						Union[str, Any]					=    logging.get_logger(__name__)

SCREAMING_SNAKE_CASE_       :						Union[str, Any]					=    {
    'MBZUAI/swiftformer-xs': 'https://huggingface.co/MBZUAI/swiftformer-xs/resolve/main/config.json',
}



class        a    (							_lowerCamelCase					):



    """simple docstring"""



    UpperCAmelCase    			=       "swiftformer"

    def __init__(  self:			Tuple     ,    UpperCamelCase:			int=3     ,    UpperCamelCase:			Union[str, Any]=[3, 3, 6, 4]     ,    UpperCamelCase:			List[str]=[48, 56, 1_12, 2_20]     ,    UpperCamelCase:			List[Any]=4     ,    UpperCamelCase:			List[Any]=[True, True, True, True]     ,    UpperCamelCase:			str="gelu"     ,    UpperCamelCase:			Tuple=3     ,    UpperCamelCase:			Dict=2     ,    UpperCamelCase:			int=1     ,    UpperCamelCase:			List[Any]=0.0     ,    UpperCamelCase:			Any=True     ,    UpperCamelCase:			List[Any]=1e-5     ,    UpperCamelCase:			List[Any]=1e-5     ,    **UpperCamelCase:			Any     ,    ):






         """simple docstring"""


         super().__init__(**UpperCamelCase							)
         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    (							_lowerCamelCase					):



    """simple docstring"""



    UpperCAmelCase    			=       version.parse("1.11"					)

    @property
    def 					UpperCamelCase						(  self:			int							):






         """simple docstring"""


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





    @property
    def 					UpperCamelCase						(  self:			Any							):






         """simple docstring"""


         return 1e-4






