




"""simple docstring"""


from collections import OrderedDict
from typing import List, Mapping

from packaging import version

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


A_						=				logging.get_logger(__name__)

A_						=				{
    '''google/efficientnet-b7''': '''https://huggingface.co/google/efficientnet-b7/resolve/main/config.json''',
}






class 					lowercase(     __a ):







 '''simple docstring'''





 lowercase__ 					=					"efficientnet"


 def __init__(				self:		Union[str, Any],      a_:		int = 3,      a_:		int = 600,      a_:		float = 2.0,      a_:		float = 3.1,      a_:		int = 8,      a_:		List[int] = [3, 3, 5, 3, 5, 5, 3],      a_:		List[int] = [32, 16, 24, 40, 80, 112, 192],      a_:		List[int] = [16, 24, 40, 80, 112, 192, 320],      a_:		List[int] = [],      a_:		List[int] = [1, 2, 2, 2, 1, 2, 1],      a_:		List[int] = [1, 2, 2, 3, 3, 4, 1],      a_:		List[int] = [1, 6, 6, 6, 6, 6, 6],      a_:		float = 0.25,      a_:		str = "swish",      a_:		int = 2_560,      a_:		str = "mean",      a_:		float = 0.02,      a_:		float = 0.001,      a_:		float = 0.99,      a_:		float = 0.5,      a_:		float = 0.2,      **a_:		Optional[int],      ):




   '''simple docstring'''



   super().__init__(**a_		)

   _snake_case							:		int								=  num_channels
   _snake_case							:		str								=  image_size
   _snake_case							:		List[str]								=  width_coefficient
   _snake_case							:		str								=  depth_coefficient
   _snake_case							:		Tuple								=  depth_divisor
   _snake_case							:		Optional[Any]								=  kernel_sizes
   _snake_case							:		int								=  in_channels
   _snake_case							:		List[str]								=  out_channels
   _snake_case							:		Optional[Any]								=  depthwise_padding
   _snake_case							:		List[Any]								=  strides
   _snake_case							:		str								=  num_block_repeats
   _snake_case							:		List[Any]								=  expand_ratios
   _snake_case							:		Tuple								=  squeeze_expansion_ratio
   _snake_case							:		Union[str, Any]								=  hidden_act
   _snake_case							:		Optional[int]								=  hidden_dim
   _snake_case							:		Dict								=  pooling_type
   _snake_case							:		Dict								=  initializer_range
   _snake_case							:		Dict								=  batch_norm_eps
   _snake_case							:		Optional[Any]								=  batch_norm_momentum
   _snake_case							:		str								=  dropout_rate
   _snake_case							:		Optional[int]								=  drop_connect_rate
   _snake_case							:		int								=  sum(a_		) * 4







class 					lowercase(     __a ):







 '''simple docstring'''





 lowercase__ 					=					version.parse("1.11" )


 @property
 def  UpperCamelCase_   (				self:		Optional[int]		):




   '''simple docstring'''



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


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




   '''simple docstring'''



   return 1E-5








"""simple docstring"""


def 					UpperCAmelCase__       (snake_case__							:					Union[str, Any]    ):
  """simple docstring"""

  stooge(snake_case__		,   0		,   len(snake_case__    ) - 1    )
  return arr


def 					UpperCAmelCase__       (snake_case__							:					List[Any]		,   snake_case__							:					Any		,   snake_case__							:					int    ):
  """simple docstring"""

  if i >= h:
    return

  # If first element is smaller than the last then swap them
  if arr[i] > arr[h]:
    _snake_case		,					_snake_case							:		Tuple								=  arr[h], arr[i]

  # If there are more than 2 elements in the array
  if h - i + 1 > 2:
    _snake_case							:		Dict								=  (int)((h - i + 1) / 3    )

    # Recursively sort first 2/3 elements
    stooge(snake_case__		,   snake_case__		,   (h - t)    )

    # Recursively sort last 2/3 elements
    stooge(snake_case__		,   i + t		,   (snake_case__)    )

    # Recursively sort first 2/3 elements
    stooge(snake_case__		,   snake_case__		,   (h - t)    )


if __name__ == "__main__":
     A_						=				input('''Enter numbers separated by a comma:\n''').strip()
     A_						=				[int(item) for item in user_input.split(''',''')]
     print(stooge_sort(unsorted))


