


from __future__ import annotations







def   lowerCamelCase(      a__		,a__):
				_SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE	     ='''''', '''''', ''''''
				_SCREAMING_SNAKE_CASE	     =[]

				for character in message_part:
								tmp.append(character_to_number[character])

				for each in tmp:
								one += each[0]
								two += each[1]
								three += each[2]

				return one + two + three







def   lowerCamelCase(      a__		,a__):
				_SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE	     ='''''', ''''''
				_SCREAMING_SNAKE_CASE	     =[]

				for character in message_part:
								this_part += character_to_number[character]

				for digit in this_part:
								tmp += digit
								if len(a__) == len(a__):
												result.append(a__)
												_SCREAMING_SNAKE_CASE	     =''''''

				return result[0], result[1], result[2]







def   lowerCamelCase(      a__		,a__):
				# Validate message and alphabet, set to upper and remove spaces
				_SCREAMING_SNAKE_CASE	     =alphabet.replace(''' '''		,'''''').upper()
				_SCREAMING_SNAKE_CASE	     =message.replace(''' '''		,'''''').upper()

				# Check length and characters
				if len(a__) != 27:
								raise KeyError('''Length of alphabet has to be 27.''')
				for each in message:
								if each not in alphabet:
												raise ValueError('''Each message character has to be included in alphabet!''')

    # Generate dictionares
				_SCREAMING_SNAKE_CASE	     =(
				    '''111''',
				    '''112''',
				    '''113''',
				    '''121''',
				    '''122''',
				    '''123''',
				    '''131''',
				    '''132''',
				    '''133''',
				    '''211''',
				    '''212''',
				    '''213''',
				    '''221''',
				    '''222''',
				    '''223''',
				    '''231''',
				    '''232''',
				    '''233''',
				    '''311''',
				    '''312''',
				    '''313''',
				    '''321''',
				    '''322''',
				    '''323''',
				    '''331''',
				    '''332''',
				    '''333''',
				)
				_SCREAMING_SNAKE_CASE	     ={}
				_SCREAMING_SNAKE_CASE	     ={}
				for letter, number in zip(a__		,a__):
								_SCREAMING_SNAKE_CASE	     =number
								_SCREAMING_SNAKE_CASE	     =letter

				return message, alphabet, character_to_number, number_to_character







def   lowerCamelCase(      a__		,a__ = "ABCDEFGHIJKLMNOPQRSTUVWXYZ."		,a__ = 5):
				_SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE	     =__prepare(
				    a__		,a__)
				_SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE	     ='''''', ''''''

				for i in range(0		,len(a__) + 1		,a__):
								encrypted_numeric += __encrypt_part(
								    message[i : i + period]		,a__)

				for i in range(0		,len(a__)		,3):
								encrypted += number_to_character[encrypted_numeric[i : i + 3]]

				return encrypted







def   lowerCamelCase(      a__		,a__ = "ABCDEFGHIJKLMNOPQRSTUVWXYZ."		,a__ = 5):
				_SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE	     =__prepare(
				    a__		,a__)
				_SCREAMING_SNAKE_CASE	     =[]
				_SCREAMING_SNAKE_CASE	     =''''''

				for i in range(0		,len(a__) + 1		,a__):
								_SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE     , _SCREAMING_SNAKE_CASE	     =__decrypt_part(message[i : i + period]		,a__)

								for j in range(0		,len(a__)):
												decrypted_numeric.append(a[j] + b[j] + c[j])

				for each in decrypted_numeric:
								decrypted += number_to_character[each]

				return decrypted


if __name__ == "__main__":
							snake_case_  :	Optional[int]							  =							'''DEFEND THE EAST WALL OF THE CASTLE.'''
							snake_case_  :	Union[str, Any]							  =							encrypt_message(msg, '''EPSDUCVWYM.ZLKXNBTFGORIJHAQ''')
							snake_case_  :	int							  =							decrypt_message(encrypted, '''EPSDUCVWYM.ZLKXNBTFGORIJHAQ''')
							print(f"""Encrypted: {encrypted}\nDecrypted: {decrypted}""")



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_  :	Any							  =							logging.get_logger(__name__)

snake_case_  :	Any							  =							{
    '''apple/mobilevit-small''': '''https://huggingface.co/apple/mobilevit-small/resolve/main/config.json''',
    '''apple/mobilevit-x-small''': '''https://huggingface.co/apple/mobilevit-x-small/resolve/main/config.json''',
    '''apple/mobilevit-xx-small''': '''https://huggingface.co/apple/mobilevit-xx-small/resolve/main/config.json''',
    '''apple/deeplabv3-mobilevit-small''': (
        '''https://huggingface.co/apple/deeplabv3-mobilevit-small/resolve/main/config.json'''
    ),
    '''apple/deeplabv3-mobilevit-x-small''': (
        '''https://huggingface.co/apple/deeplabv3-mobilevit-x-small/resolve/main/config.json'''
    ),
    '''apple/deeplabv3-mobilevit-xx-small''': (
        '''https://huggingface.co/apple/deeplabv3-mobilevit-xx-small/resolve/main/config.json'''
    ),
    # See all MobileViT models at https://huggingface.co/models?filter=mobilevit
}

class   A__							(						UpperCamelCase__     ):
						UpperCAmelCase									=  "mobilevit"




						def __init__(				self    :					Tuple ,			_a    :					Any=3 ,			_a    :					Any=256 ,			_a    :					Any=2 ,			_a    :					List[str]=[144, 192, 240] ,			_a    :					Optional[int]=[16, 32, 64, 96, 128, 160, 640] ,			_a    :					Union[str, Any]=4 ,			_a    :					Any=2.0 ,			_a    :					List[str]=4.0 ,			_a    :					Tuple="silu" ,			_a    :					Optional[Any]=3 ,			_a    :					List[str]=32 ,			_a    :					Union[str, Any]=0.1 ,			_a    :					Tuple=0.0 ,			_a    :					Union[str, Any]=0.1 ,			_a    :					Union[str, Any]=0.02 ,			_a    :					Tuple=1E-5 ,			_a    :					Any=True ,			_a    :					str=256 ,			_a    :					Tuple=[6, 12, 18] ,			_a    :					int=0.1 ,			_a    :					str=255 ,			**_a    :					Any ,			)							->   Optional[int]:


										"""simple docstring"""





										super().__init__(**_a     )

										_SCREAMING_SNAKE_CASE	     =num_channels
										_SCREAMING_SNAKE_CASE	     =image_size
										_SCREAMING_SNAKE_CASE	     =patch_size
										_SCREAMING_SNAKE_CASE	     =hidden_sizes
										_SCREAMING_SNAKE_CASE	     =neck_hidden_sizes
										_SCREAMING_SNAKE_CASE	     =num_attention_heads
										_SCREAMING_SNAKE_CASE	     =mlp_ratio
										_SCREAMING_SNAKE_CASE	     =expand_ratio
										_SCREAMING_SNAKE_CASE	     =hidden_act
										_SCREAMING_SNAKE_CASE	     =conv_kernel_size
										_SCREAMING_SNAKE_CASE	     =output_stride
										_SCREAMING_SNAKE_CASE	     =hidden_dropout_prob
										_SCREAMING_SNAKE_CASE	     =attention_probs_dropout_prob
										_SCREAMING_SNAKE_CASE	     =classifier_dropout_prob
										_SCREAMING_SNAKE_CASE	     =initializer_range
										_SCREAMING_SNAKE_CASE	     =layer_norm_eps
										_SCREAMING_SNAKE_CASE	     =qkv_bias

										# decode head attributes for semantic segmentation
										_SCREAMING_SNAKE_CASE	     =aspp_out_channels
										_SCREAMING_SNAKE_CASE	     =atrous_rates
										_SCREAMING_SNAKE_CASE	     =aspp_dropout_prob
										_SCREAMING_SNAKE_CASE	     =semantic_loss_ignore_index

class   A__							(						UpperCamelCase__     ):
						UpperCAmelCase									=  version.parse("1.11"     )




						@property
						def 							__UpperCamelCase (				self    :					Union[str, Any]     )							->   Mapping[str, Mapping[int, str]]:


										"""simple docstring"""





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




						@property
						def 							__UpperCamelCase (				self    :					Dict     )							->   Mapping[str, Mapping[int, str]]:


										"""simple docstring"""





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




						@property
						def 							__UpperCamelCase (				self    :					List[Any]     )							->   float:


										"""simple docstring"""





										return 1E-4