


'''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							:   str  						=	logging.get_logger(__name__)

lowerCamelCase							:   Optional[Any]  						=	{
    'facebook/levit-128S': 'https://huggingface.co/facebook/levit-128S/resolve/main/config.json',
    # See all LeViT models at https://huggingface.co/models?filter=levit
}
class   __lowerCAmelCase						(lowercase_     ):





      '''simple docstring'''






      lowerCAmelCase__					:     Union[str, Any]  					=							"""levit"""



      def __init__(self    :    str   ,						UpperCamelCase    :    Union[str, Any]=224   ,						UpperCamelCase    :    List[Any]=3   ,						UpperCamelCase    :    Dict=3   ,						UpperCamelCase    :    Any=2   ,						UpperCamelCase    :    Tuple=1   ,						UpperCamelCase    :    int=16   ,						UpperCamelCase    :    Union[str, Any]=[128, 256, 384]   ,						UpperCamelCase    :    List[str]=[4, 8, 12]   ,						UpperCamelCase    :    Optional[Any]=[4, 4, 4]   ,						UpperCamelCase    :    Optional[int]=[16, 16, 16]   ,						UpperCamelCase    :    str=0   ,						UpperCamelCase    :    Dict=[2, 2, 2]   ,						UpperCamelCase    :    Any=[2, 2, 2]   ,						UpperCamelCase    :    Any=0.02   ,						**UpperCamelCase    :    Dict   ,						):

             '''simple docstring'''







             super().__init__(**UpperCamelCase )
             lowercase__      			= image_size
             lowercase__      			= num_channels
             lowercase__      			= kernel_size
             lowercase__      			= stride
             lowercase__      			= padding
             lowercase__      			= hidden_sizes
             lowercase__      			= num_attention_heads
             lowercase__      			= depths
             lowercase__      			= key_dim
             lowercase__      			= drop_path_rate
             lowercase__      			= patch_size
             lowercase__      			= attention_ratio
             lowercase__      			= mlp_ratio
             lowercase__      			= initializer_range
             lowercase__      			= [
                 ['''Subsample''', key_dim[0], hidden_sizes[0] // key_dim[0], 4, 2, 2],
                 ['''Subsample''', key_dim[0], hidden_sizes[1] // key_dim[0], 4, 2, 2],
             ]






class   __lowerCAmelCase						(lowercase_     ):





      '''simple docstring'''






      lowerCAmelCase__					:     List[str]  					=							version.parse("""1.11"""     )



      @property
      def       UpperCamelCase__		(self    :    List[str] ):

             '''simple docstring'''







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






      @property
      def       UpperCamelCase__		(self    :    Union[str, Any] ):

             '''simple docstring'''







             return 1E-4












def   a			(						lowerCamelCase_				):






				'''simple docstring'''
				lowercase__    =			[1]

				lowercase__ ,						lowercase__ ,						lowercase__    =			0, 0, 0
				lowercase__    =			ugly_nums[ia] * 2
				lowercase__    =			ugly_nums[ia] * 3
				lowercase__    =			ugly_nums[ia] * 5

				for _ in range(1		,   lowerCamelCase_				):
								lowercase__    =			min(lowerCamelCase_		,   lowerCamelCase_		,   lowerCamelCase_				)
								ugly_nums.append(lowerCamelCase_				)
								if next_num == next_a:
												ia += 1
												lowercase__    =			ugly_nums[ia] * 2
								if next_num == next_a:
												ia += 1
												lowercase__    =			ugly_nums[ia] * 3
								if next_num == next_a:
												ia += 1
												lowercase__    =			ugly_nums[ia] * 5
				return ugly_nums[-1]


if __name__ == "__main__":
							from doctest import testmod

							testmod(verbose=True)
							print(F"{ugly_numbers(2_00) = }")




