

import warnings
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


lowerCAmelCase     :   str						     =  logging.get_logger(__name__)

lowerCAmelCase     :   int						     =  {
    'nvidia/segformer-b0-finetuned-ade-512-512': (
        'https://huggingface.co/nvidia/segformer-b0-finetuned-ade-512-512/resolve/main/config.json'
    ),
    # See all SegFormer models at https://huggingface.co/models?filter=segformer
}
class  _A		(  __lowerCamelCase):
  SCREAMING_SNAKE_CASE    :      List[str]       =  '''segformer'''

  def __init__(				self ,					_SCREAMING_SNAKE_CASE=3 ,					_SCREAMING_SNAKE_CASE=4 ,					_SCREAMING_SNAKE_CASE=[2, 2, 2, 2] ,					_SCREAMING_SNAKE_CASE=[8, 4, 2, 1] ,					_SCREAMING_SNAKE_CASE=[32, 64, 160, 256] ,					_SCREAMING_SNAKE_CASE=[7, 3, 3, 3] ,					_SCREAMING_SNAKE_CASE=[4, 2, 2, 2] ,					_SCREAMING_SNAKE_CASE=[1, 2, 5, 8] ,					_SCREAMING_SNAKE_CASE=[4, 4, 4, 4] ,					_SCREAMING_SNAKE_CASE="gelu" ,					_SCREAMING_SNAKE_CASE=0.0 ,					_SCREAMING_SNAKE_CASE=0.0 ,					_SCREAMING_SNAKE_CASE=0.1 ,					_SCREAMING_SNAKE_CASE=0.02 ,					_SCREAMING_SNAKE_CASE=0.1 ,					_SCREAMING_SNAKE_CASE=1e-6 ,					_SCREAMING_SNAKE_CASE=256 ,					_SCREAMING_SNAKE_CASE=255 ,					**_SCREAMING_SNAKE_CASE ,					):





        """simple docstring"""







        super().__init__(**UpperCAmelCase_					)

        if "reshape_last_stage" in kwargs and kwargs["reshape_last_stage"] is False:
              warnings.warn(
                  'Reshape_last_stage is set to False in this config. This argument is deprecated and will soon be'
                  ' removed, as the behaviour will default to that of reshape_last_stage = True.' ,					UpperCAmelCase_ ,					)

        SCREAMING_SNAKE_CASE_				:  List[Any]           =     num_channels
        SCREAMING_SNAKE_CASE_				:  Any           =     num_encoder_blocks
        SCREAMING_SNAKE_CASE_				:  Dict           =     depths
        SCREAMING_SNAKE_CASE_				:  int           =     sr_ratios
        SCREAMING_SNAKE_CASE_				:  str           =     hidden_sizes
        SCREAMING_SNAKE_CASE_				:  List[str]           =     patch_sizes
        SCREAMING_SNAKE_CASE_				:  Optional[int]           =     strides
        SCREAMING_SNAKE_CASE_				:  Dict           =     mlp_ratios
        SCREAMING_SNAKE_CASE_				:  List[str]           =     num_attention_heads
        SCREAMING_SNAKE_CASE_				:  int           =     hidden_act
        SCREAMING_SNAKE_CASE_				:  Any           =     hidden_dropout_prob
        SCREAMING_SNAKE_CASE_				:  str           =     attention_probs_dropout_prob
        SCREAMING_SNAKE_CASE_				:  List[str]           =     classifier_dropout_prob
        SCREAMING_SNAKE_CASE_				:  List[Any]           =     initializer_range
        SCREAMING_SNAKE_CASE_				:  Union[str, Any]           =     drop_path_rate
        SCREAMING_SNAKE_CASE_				:  int           =     layer_norm_eps
        SCREAMING_SNAKE_CASE_				:  Dict           =     decoder_hidden_size
        SCREAMING_SNAKE_CASE_				:  List[Any]           =     kwargs.get('reshape_last_stage' ,					UpperCAmelCase_					)
        SCREAMING_SNAKE_CASE_				:  List[str]           =     semantic_loss_ignore_index

class  _A		(  __lowerCamelCase):
  SCREAMING_SNAKE_CASE    :      Optional[Any]       =  version.parse('''1.11''')

  @property
  def  UpperCAmelCase    (				self					):





        """simple docstring"""







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

  @property
  def  UpperCAmelCase    (				self					):





        """simple docstring"""







        return 1e-4



  @property
  def  UpperCAmelCase    (				self					):





        """simple docstring"""







        return 12









lowerCAmelCase     :   Tuple						     =  {
    'A': '.-', 'B': '-...', 'C': '-.-.', 'D': '-..', 'E': '.', 'F': '..-.', 'G': '--.',
    'H': '....', 'I': '..', 'J': '.---', 'K': '-.-', 'L': '.-..', 'M': '--', 'N': '-.',
    'O': '---', 'P': '.--.', 'Q': '--.-', 'R': '.-.', 'S': '...', 'T': '-', 'U': '..-',
    'V': '...-', 'W': '.--', 'X': '-..-', 'Y': '-.--', 'Z': '--..', '1': '.----',
    '2': '..---', '3': '...--', '4': '....-', '5': '.....', '6': '-....', '7': '--...',
    '8': '---..', '9': '----.', '0': '-----', '&': '.-...', '@': '.--.-.',
    ':': '---...', ',': '--..--', '.': '.-.-.-', '\'': '.----.', '"': '.-..-.',
    '?': '..--..', '/': '-..-.', '=': '-...-', '+': '.-.-.', '-': '-....-',
    '(': '-.--.', ')': '-.--.-', '!': '-.-.--', ' ': '/'
}  # Exclamation mark is not in ITU-R recommendation
# fmt: on
lowerCAmelCase     :   Optional[int]						     =  {value: key for key, value in MORSE_CODE_DICT.items()}

def    A_  (							a  ):

      """simple docstring"""



      return " ".join(MORSE_CODE_DICT[char] for char in message.upper()  )

def    A_  (							a  ):

      """simple docstring"""



      return "".join(REVERSE_DICT[char] for char in message.split()  )

def    A_  (							):

      """simple docstring"""



      SCREAMING_SNAKE_CASE_				:  Tuple           =     'Morse code here!'
      print(a  )
      SCREAMING_SNAKE_CASE_				:  Optional[Any]           =     encrypt(a  )
      print(a  )
      SCREAMING_SNAKE_CASE_				:  Union[str, Any]           =     decrypt(a  )
      print(a  )


if __name__ == "__main__":
    main()






