






from __future__ import annotations

import sys
from collections import deque
from typing import Generic, TypeVar

_a    :   List[str]        =			TypeVar("""T""")







class 	_UpperCAmelCase  (  Generic[T]		):




      """simple docstring"""



      A          =    42  # Cache store of keys
      A          =    42  # References of the keys in cache
      A          =    10  # Maximum capacity of cache
      def __init__(   self    ,	_lowerCAmelCase		):



          '''simple docstring'''
          lowerCAmelCase__   :List[str]      							=				deque()
          lowerCAmelCase__   :Optional[int]      							=				set()
          if not n:
              lowerCAmelCase__   :Tuple      							=				sys.maxsize
          elif n < 0:
              raise ValueError("n should be an integer greater than 0."		)
          else:
              lowerCAmelCase__   :int      							=				n
      def 			snake_case_      (   self    ,	_lowerCAmelCase		):



          '''simple docstring'''
          if x not in self.key_reference:
              if len(self.dq_store		) == LRUCache._MAX_CAPACITY:
                  lowerCAmelCase__   :Optional[int]      							=				self.dq_store.pop()
                  self.key_reference.remove(_lowerCAmelCase		)
          else:
              self.dq_store.remove(_lowerCAmelCase		)

          self.dq_store.appendleft(_lowerCAmelCase		)
          self.key_reference.add(_lowerCAmelCase		)
      def 			snake_case_      (   self		):



          '''simple docstring'''
          for k in self.dq_store:
              print(_lowerCAmelCase		)



      def __repr__(   self		):



          '''simple docstring'''
          return f'''LRUCache({self._MAX_CAPACITY}) => {list(self.dq_store		)}'''


if __name__ == "__main__":
 import doctest

 doctest.testmod()

 _a    :   LRUCache[str | int]        =			LRUCache(4)
 lru_cache.refer("""A""")
 lru_cache.refer(2)
 lru_cache.refer(3)
 lru_cache.refer("""A""")
 lru_cache.refer(4)
 lru_cache.refer(5)
 lru_cache.display()

 print(lru_cache)
 assert str(lru_cache) == "LRUCache(4) => [5, 4, 'A', 3]"











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


_a    :   Tuple        =			logging.get_logger(__name__)

_a    :   Optional[int]        =			{
    """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 	_UpperCAmelCase  (  _A		):




      """simple docstring"""



      A          =    '''levit'''
      def __init__(   self    ,	_lowerCAmelCase=224    ,	_lowerCAmelCase=3    ,	_lowerCAmelCase=3    ,	_lowerCAmelCase=2    ,	_lowerCAmelCase=1    ,	_lowerCAmelCase=16    ,	_lowerCAmelCase=[128, 256, 384]    ,	_lowerCAmelCase=[4, 8, 12]    ,	_lowerCAmelCase=[4, 4, 4]    ,	_lowerCAmelCase=[16, 16, 16]    ,	_lowerCAmelCase=0    ,	_lowerCAmelCase=[2, 2, 2]    ,	_lowerCAmelCase=[2, 2, 2]    ,	_lowerCAmelCase=0.02    ,	**_lowerCAmelCase    ,	):



          '''simple docstring'''
          super().__init__(**_lowerCAmelCase		)
          lowerCAmelCase__   :List[str]      							=				image_size
          lowerCAmelCase__   :Dict      							=				num_channels
          lowerCAmelCase__   :List[Any]      							=				kernel_size
          lowerCAmelCase__   :List[Any]      							=				stride
          lowerCAmelCase__   :Tuple      							=				padding
          lowerCAmelCase__   :str      							=				hidden_sizes
          lowerCAmelCase__   :Union[str, Any]      							=				num_attention_heads
          lowerCAmelCase__   :Optional[int]      							=				depths
          lowerCAmelCase__   :Union[str, Any]      							=				key_dim
          lowerCAmelCase__   :str      							=				drop_path_rate
          lowerCAmelCase__   :int      							=				patch_size
          lowerCAmelCase__   :Dict      							=				attention_ratio
          lowerCAmelCase__   :Dict      							=				mlp_ratio
          lowerCAmelCase__   :Optional[int]      							=				initializer_range
          lowerCAmelCase__   :Tuple      							=				[
              ["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 	_UpperCAmelCase  (  _A		):




      """simple docstring"""



      A          =    version.parse('''1.11'''		)
      @property
      def 			snake_case_      (   self		):



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



      @property
      def 			snake_case_      (   self		):



          '''simple docstring'''
          return 1e-4



