





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


_snake_case           =			logging.get_logger(__name__)

_snake_case           =			{
    """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_ ):
  __lowerCamelCase		=      'levit'







  def __init__(      self  :Any   ,							_lowercase  :int=2_24   ,							_lowercase  :str=3   ,							_lowercase  :List[str]=3   ,							_lowercase  :Tuple=2   ,							_lowercase  :Optional[int]=1   ,							_lowercase  :Any=16   ,							_lowercase  :Optional[int]=[1_28, 2_56, 3_84]   ,							_lowercase  :Dict=[4, 8, 12]   ,							_lowercase  :Optional[Any]=[4, 4, 4]   ,							_lowercase  :Optional[int]=[16, 16, 16]   ,							_lowercase  :List[Any]=0   ,							_lowercase  :int=[2, 2, 2]   ,							_lowercase  :Any=[2, 2, 2]   ,							_lowercase  :Any=0.02   ,							**_lowercase  :List[Any]   ,							):






     '''simple docstring'''





     super().__init__(**_lowercase )
     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_ ):
  __lowerCamelCase		=      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  :Optional[Any] ):






     '''simple docstring'''





     return 1e-4













from itertools import count


def _A       (   __magic_name__ = 50	):
   lowercase__			       =  [1] * min_block_length

   for n in count(__magic_name__	):
      fill_count_functions.append(1	)

      for block_length in range(__magic_name__  , n + 1	):
         for block_start in range(n - block_length	):
            fill_count_functions[n] += fill_count_functions[
                n - block_start - block_length - 1
            ]

         fill_count_functions[n] += 1

      if fill_count_functions[n] > 100_0000:
         break

   return n


if __name__ == "__main__":
  print(F"""{solution() = }""")






