





from ...configuration_utils import PretrainedConfig
from ...utils import logging


lowerCAmelCase_        =							logging.get_logger(__name__)

lowerCAmelCase_        =							{
    '''microsoft/cvt-13''': '''https://huggingface.co/microsoft/cvt-13/resolve/main/config.json''',
    # See all Cvt models at https://huggingface.co/models?filter=cvt
}



class    __lowerCAmelCase			(     _a	):
			lowerCamelCase_	:	Dict			     = '''cvt'''






			def __init__(self   ,				__magic_name__=3   ,				__magic_name__=[7, 3, 3]   ,				__magic_name__=[4, 2, 2]   ,				__magic_name__=[2, 1, 1]   ,				__magic_name__=[64, 192, 384]   ,				__magic_name__=[1, 3, 6]   ,				__magic_name__=[1, 2, 10]   ,				__magic_name__=[4.0, 4.0, 4.0]   ,				__magic_name__=[0.0, 0.0, 0.0]   ,				__magic_name__=[0.0, 0.0, 0.0]   ,				__magic_name__=[0.0, 0.0, 0.1]   ,				__magic_name__=[True, True, True]   ,				__magic_name__=[False, False, True]   ,				__magic_name__=["dw_bn", "dw_bn", "dw_bn"]   ,				__magic_name__=[3, 3, 3]   ,				__magic_name__=[1, 1, 1]   ,				__magic_name__=[2, 2, 2]   ,				__magic_name__=[1, 1, 1]   ,				__magic_name__=[1, 1, 1]   ,				__magic_name__=0.02   ,				__magic_name__=1e-12   ,				**__magic_name__   ,				)	->  List[str]:


							'''simple docstring'''



							super().__init__(**__magic_name__       )
							snake_case_		:       int           =    num_channels
							snake_case_		:       str           =    patch_sizes
							snake_case_		:       Dict           =    patch_stride
							snake_case_		:       str           =    patch_padding
							snake_case_		:       List[str]           =    embed_dim
							snake_case_		:       int           =    num_heads
							snake_case_		:       Union[str, Any]           =    depth
							snake_case_		:       Union[str, Any]           =    mlp_ratio
							snake_case_		:       List[str]           =    attention_drop_rate
							snake_case_		:       Tuple           =    drop_rate
							snake_case_		:       Any           =    drop_path_rate
							snake_case_		:       Optional[int]           =    qkv_bias
							snake_case_		:       Tuple           =    cls_token
							snake_case_		:       Dict           =    qkv_projection_method
							snake_case_		:       Dict           =    kernel_qkv
							snake_case_		:       List[Any]           =    padding_kv
							snake_case_		:       Dict           =    stride_kv
							snake_case_		:       List[str]           =    padding_q
							snake_case_		:       List[Any]           =    stride_q
							snake_case_		:       Dict           =    initializer_range
							snake_case_		:       Dict           =    layer_norm_eps




def    a__    (		snake_case__					:							Tuple     ):  # noqa: E741
  _UpperCAmelCase		:							Dict							=     len(snake_case__     )
  _UpperCAmelCase		:							Tuple							=     0
  _UpperCAmelCase		:							Union[str, Any]							=     [0] * n
  _UpperCAmelCase		:							Union[str, Any]							=     [False] * n
  _UpperCAmelCase		:							Tuple							=     [False] * n

  def dfs(snake_case__					:							List[str]						,   snake_case__					:							int						,   snake_case__					:							str						,   snake_case__					:							int     ):
    if parent == root:
      out_edge_count += 1
    _UpperCAmelCase		:							List[Any]							=     True
    _UpperCAmelCase		:							List[str]							=     at

    for to in l[at]:
      if to == parent:
        pass
      elif not visited[to]:
        _UpperCAmelCase		:							Optional[Any]							=     dfs(snake_case__						,   snake_case__						,   snake_case__						,   snake_case__     )
        _UpperCAmelCase		:							Optional[Any]							=     min(low[at]						,   low[to]     )

        # AP found via bridge
        if at < low[to]:
          _UpperCAmelCase		:							List[str]							=     True
        # AP found via cycle
        if at == low[to]:
          _UpperCAmelCase		:							Optional[Any]							=     True
      else:
        _UpperCAmelCase		:							str							=     min(low[at]						,   snake_case__     )
    return out_edge_count

  for i in range(snake_case__     ):
    if not visited[i]:
      _UpperCAmelCase		:							List[Any]							=     0
      _UpperCAmelCase		:							List[str]							=     dfs(snake_case__						,   snake_case__						,   -1						,   snake_case__     )
      _UpperCAmelCase		:							Optional[Any]							=     out_edge_count > 1

  for x in range(len(snake_case__     )     ):
    if is_art[x] is True:
      print(snake_case__     )


# Adjacency list of graph
SCREAMING_SNAKE_CASE__					:     Optional[Any]       =     {
    0: [1, 2],
    1: [0, 2],
    2: [0, 1, 3, 5],
    3: [2, 4],
    4: [3],
    5: [2, 6, 8],
    6: [5, 7],
    7: [6, 8],
    8: [5, 7],
}





compute_ap(data)





