"""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


__A         =				logging.get_logger(__name__)

__A         =				{
    "apple/mobilevitv2-1.0": "https://huggingface.co/apple/mobilevitv2-1.0/resolve/main/config.json",
}


class 					UpperCAmelCase		(_UpperCAmelCase						):



    """simple docstring"""

    _UpperCAmelCase			:int							=				"mobilevitv2"






    def __init__(     self					,    _UpperCAmelCase=3					,    _UpperCAmelCase=256					,    _UpperCAmelCase=2					,    _UpperCAmelCase=2.0					,    _UpperCAmelCase="swish"					,    _UpperCAmelCase=3					,    _UpperCAmelCase=32					,    _UpperCAmelCase=0.1					,    _UpperCAmelCase=0.02					,    _UpperCAmelCase=1e-5					,    _UpperCAmelCase=512					,    _UpperCAmelCase=[6, 12, 18]					,    _UpperCAmelCase=0.1					,    _UpperCAmelCase=255					,    _UpperCAmelCase=[2, 4, 3]					,    _UpperCAmelCase=[128, 192, 256]					,    _UpperCAmelCase=1.0					,    _UpperCAmelCase=2					,    _UpperCAmelCase=0.0					,    _UpperCAmelCase=0.0					,    **_UpperCAmelCase					,    ):
       super().__init__(**_UpperCAmelCase							)

       lowercase__:     Tuple      =   num_channels
       lowercase__:     int      =   image_size
       lowercase__:     Optional[Any]      =   patch_size
       lowercase__:     Dict      =   expand_ratio
       lowercase__:     Union[str, Any]      =   hidden_act
       lowercase__:     Union[str, Any]      =   conv_kernel_size
       lowercase__:     Union[str, Any]      =   output_stride
       lowercase__:     List[Any]      =   initializer_range
       lowercase__:     Union[str, Any]      =   layer_norm_eps
       lowercase__:     Optional[int]      =   n_attn_blocks
       lowercase__:     Optional[int]      =   base_attn_unit_dims
       lowercase__:     List[Any]      =   width_multiplier
       lowercase__:     List[str]      =   ffn_multiplier
       lowercase__:     Any      =   ffn_dropout
       lowercase__:     Optional[int]      =   attn_dropout
       lowercase__:     Any      =   classifier_dropout_prob

       # decode head attributes for semantic segmentation
       lowercase__:     List[Any]      =   aspp_out_channels
       lowercase__:     Optional[int]      =   atrous_rates
       lowercase__:     Any      =   aspp_dropout_prob
       lowercase__:     str      =   semantic_loss_ignore_index



class 					UpperCAmelCase		(_UpperCAmelCase						):



    """simple docstring"""

    _UpperCAmelCase			:Dict							=				version.parse("1.11"						)






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






    @property
    def _snake_case    (     self							):
       if self.task == "image-classification":
          return OrderedDict([('''logits''', {0: '''batch'''})]							)
       else:
          return OrderedDict([('''last_hidden_state''', {0: '''batch'''}), ('''pooler_output''', {0: '''batch'''})]							)






    @property
    def _snake_case    (     self							):
       return 1e-4

"""simple docstring"""






class 					UpperCAmelCase		:



    """simple docstring"""

    def __init__(     self					,    _UpperCAmelCase=None							):
       lowercase__:     Optional[int]      =   data
       lowercase__:     Dict      =   None






    def __repr__(     self							):
       lowercase__:     int      =   ''''''
       lowercase__:     Any      =   self
       while temp:
          string_rep += F"""<{temp.data}> ---> """
          lowercase__:     Any      =   temp.next
       string_rep += "<END>"
       return string_rep



def SCREAMING_SNAKE_CASE__    (     __UpperCAmelCase				)						->						str:

   # if elements_list is empty
   if not elements_list:
      raise Exception('''The Elements List is empty'''				)

   # Set first element as Head
   lowercase__:     Union[str, Any]      =   Node(elements_list[0]				)
   lowercase__:     List[str]      =   head
   # Loop through elements from position 1
   for data in elements_list[1:]:
      lowercase__:     Tuple      =   Node(__UpperCAmelCase				)
      lowercase__:     Tuple      =   current.next
   return head


__A         =				[1, 3, 5, 3_2, 4_4, 1_2, 4_3]
print(f'''List: {list_data}''')
print("Creating Linked List from List.")
__A         =				make_linked_list(list_data)
print("Linked List:")




print(linked_list)
