



'''simple docstring'''


import math

import tensorflow as tf
from packaging import version







def 				__lowerCamelCase				(   A__    )       ->	Optional[int]:






   """simple docstring"""
   UpperCamelCase					=  tf.convert_to_tensor(A__    )
   UpperCamelCase					=  0.5 * (1.0 + tf.math.erf(x / tf.cast(tf.sqrt(2.0    )    ,						x.dtype    )    ))

   return x * cdf







def 				__lowerCamelCase				(   A__    )       ->	Any:






   """simple docstring"""
   UpperCamelCase					=  tf.convert_to_tensor(A__    )
   UpperCamelCase					=  tf.cast(math.pi    ,						x.dtype    )
   UpperCamelCase					=  tf.cast(0.044_715    ,						x.dtype    )
   UpperCamelCase					=  0.5 * (1.0 + tf.tanh(tf.sqrt(2.0 / pi    ) * (x + coeff * tf.pow(A__    ,						3    ))    ))

   return x * cdf







def 				__lowerCamelCase				(   A__    )       ->	str:






   """simple docstring"""
   UpperCamelCase					=  tf.convert_to_tensor(A__    )

   return x * tf.tanh(tf.math.softplus(A__    )    )







def 				__lowerCamelCase				(   A__    )       ->	List[str]:






   """simple docstring"""
   UpperCamelCase					=  tf.convert_to_tensor(A__    )
   UpperCamelCase					=  tf.cast(0.044_715    ,						x.dtype    )
   UpperCamelCase					=  tf.cast(0.7_978_845_608    ,						x.dtype    )

   return 0.5 * x * (1.0 + tf.tanh(x * coeffa * (1.0 + coeffa * x * x)    ))







def 				__lowerCamelCase				(   A__    )       ->	List[str]:






   """simple docstring"""
   UpperCamelCase					=  tf.convert_to_tensor(A__    )
   UpperCamelCase					=  tf.cast(1.702    ,						x.dtype    )
   return x * tf.math.sigmoid(coeff * x    )







def 				__lowerCamelCase				(   A__    )       ->	Optional[int]:






   """simple docstring"""
   return tf.clip_by_value(_gelu(A__    )    ,						-10    ,						10    )







def 				__lowerCamelCase				(   A__    ,						A__=-1    )       ->	Optional[Any]:






   """simple docstring"""
   UpperCamelCase				,      UpperCamelCase					=  tf.split(A__    ,						2    ,						axis=A__    )
   return a * tf.math.sigmoid(A__    )


if version.parse(tf.version.VERSION) >= version.parse("2.4"):







   def 				__lowerCamelCase				(   A__    )       ->	str:






      """simple docstring"""
      return tf.keras.activations.gelu(A__    ,						approximate=A__    )

   _lowerCamelCase	:       Union[str, Any]      	=	tf.keras.activations.gelu
   _lowerCamelCase	:       Dict      	=	approximate_gelu_wrap
else:
   _lowerCamelCase	:       Tuple      	=	_gelu
   _lowerCamelCase	:       Optional[Any]      	=	_gelu_new


_lowerCamelCase	:       str      	=	{
    "gelu": gelu,
    "gelu_10": gelu_aa,
    "gelu_fast": gelu_fast,
    "gelu_new": gelu_new,
    "glu": glu,
    "mish": mish,
    "quick_gelu": quick_gelu,
    "relu": tf.keras.activations.relu,
    "sigmoid": tf.keras.activations.sigmoid,
    "silu": tf.keras.activations.swish,
    "swish": tf.keras.activations.swish,
    "tanh": tf.keras.activations.tanh,
}







def 				__lowerCamelCase				(   A__    )       ->	int:






   """simple docstring"""
   if activation_string in ACTaFN:
      return ACTaFN[activation_string]
   else:
      raise KeyError(F"""function {activation_string} not found in ACT2FN mapping {list(ACTaFN.keys()    )}"""    )





UpperCAmelCase__   	=							{
    '''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
UpperCAmelCase__   	=							{value: key for key, value in MORSE_CODE_DICT.items()}
def 				UpperCAmelCase_					(							__snake_case						)     ->			str:







 """simple docstring"""


 return " ".join(MORSE_CODE_DICT[char] for char in message.upper()						)
def 				UpperCAmelCase_					(							__snake_case						)     ->			str:







 """simple docstring"""


 return "".join(REVERSE_DICT[char] for char in message.split()						)
def 				UpperCAmelCase_					(							)     ->			None:







 """simple docstring"""


 _lowercase							      ='''Morse code here!'''
 print(__snake_case						)
 _lowercase							      =encrypt(__snake_case						)
 print(__snake_case						)
 _lowercase							      =decrypt(__snake_case						)
 print(__snake_case						)


if __name__ == "__main__":
  main()

