

'''simple docstring'''



import flax.linen as nn
import jax
import jax.numpy as jnp







class 						lowerCAmelCase__   (      nn.Module					):



 """simple docstring"""



 lowerCAmelCase__  					=      42
 lowerCAmelCase__  					=      jnp.floataa
 def       UpperCAmelCase__		(		self					:       int			)  -> Dict:


      """simple docstring"""




      __SCREAMING_SNAKE_CASE     =      nn.Conv(
          self.out_channels					,							kernel_size=(3, 3)					,							strides=(1, 1)					,							padding=((1, 1), (1, 1))					,							dtype=self.dtype					,							)


 def __call__(		self					:       Any					,							__SCREAMING_SNAKE_CASE					:       Union[str, Any]			)  -> Optional[int]:


      """simple docstring"""




      __SCREAMING_SNAKE_CASE   ,			__SCREAMING_SNAKE_CASE   ,			__SCREAMING_SNAKE_CASE   ,			__SCREAMING_SNAKE_CASE     =      hidden_states.shape
      __SCREAMING_SNAKE_CASE     =      jax.image.resize(
          __SCREAMING_SNAKE_CASE					,							shape=(batch, height * 2, width * 2, channels)					,							method="""nearest"""					,							)
      __SCREAMING_SNAKE_CASE     =      self.conv(__SCREAMING_SNAKE_CASE			)
      return hidden_states







class 						lowerCAmelCase__   (      nn.Module					):



 """simple docstring"""



 lowerCAmelCase__  					=      42
 lowerCAmelCase__  					=      jnp.floataa
 def       UpperCAmelCase__		(		self					:       Any			)  -> List[Any]:


      """simple docstring"""




      __SCREAMING_SNAKE_CASE     =      nn.Conv(
          self.out_channels					,							kernel_size=(3, 3)					,							strides=(2, 2)					,							padding=((1, 1), (1, 1))					,							dtype=self.dtype					,							)


 def __call__(		self					:       Any					,							__SCREAMING_SNAKE_CASE					:       Optional[int]			)  -> Union[str, Any]:


      """simple docstring"""




      __SCREAMING_SNAKE_CASE     =      self.conv(__SCREAMING_SNAKE_CASE			)
      return hidden_states







class 						lowerCAmelCase__   (      nn.Module					):



 """simple docstring"""



 lowerCAmelCase__  					=      42
 lowerCAmelCase__  					=      None
 lowerCAmelCase__  					=      0.0
 lowerCAmelCase__  					=      None
 lowerCAmelCase__  					=      jnp.floataa
 def       UpperCAmelCase__		(		self					:       Union[str, Any]			)  -> Any:


      """simple docstring"""




      __SCREAMING_SNAKE_CASE     =      self.in_channels if self.out_channels is None else self.out_channels

      __SCREAMING_SNAKE_CASE     =      nn.GroupNorm(num_groups=32					,							epsilon=1E-5			)
      __SCREAMING_SNAKE_CASE     =      nn.Conv(
          __SCREAMING_SNAKE_CASE					,							kernel_size=(3, 3)					,							strides=(1, 1)					,							padding=((1, 1), (1, 1))					,							dtype=self.dtype					,							)

      __SCREAMING_SNAKE_CASE     =      nn.Dense(__SCREAMING_SNAKE_CASE					,							dtype=self.dtype			)

      __SCREAMING_SNAKE_CASE     =      nn.GroupNorm(num_groups=32					,							epsilon=1E-5			)
      __SCREAMING_SNAKE_CASE     =      nn.Dropout(self.dropout_prob			)
      __SCREAMING_SNAKE_CASE     =      nn.Conv(
          __SCREAMING_SNAKE_CASE					,							kernel_size=(3, 3)					,							strides=(1, 1)					,							padding=((1, 1), (1, 1))					,							dtype=self.dtype					,							)

      __SCREAMING_SNAKE_CASE     =      self.in_channels != out_channels if self.use_nin_shortcut is None else self.use_nin_shortcut

      __SCREAMING_SNAKE_CASE     =      None
      if use_nin_shortcut:
           __SCREAMING_SNAKE_CASE     =      nn.Conv(
               __SCREAMING_SNAKE_CASE					,							kernel_size=(1, 1)					,							strides=(1, 1)					,							padding="""VALID"""					,							dtype=self.dtype					,							)


 def __call__(		self					:       List[str]					,							__SCREAMING_SNAKE_CASE					:       str					,							__SCREAMING_SNAKE_CASE					:       List[str]					,							__SCREAMING_SNAKE_CASE					:       Union[str, Any]=True			)  -> Tuple:


      """simple docstring"""




      __SCREAMING_SNAKE_CASE     =      hidden_states
      __SCREAMING_SNAKE_CASE     =      self.norma(__SCREAMING_SNAKE_CASE			)
      __SCREAMING_SNAKE_CASE     =      nn.swish(__SCREAMING_SNAKE_CASE			)
      __SCREAMING_SNAKE_CASE     =      self.conva(__SCREAMING_SNAKE_CASE			)

      __SCREAMING_SNAKE_CASE     =      self.time_emb_proj(nn.swish(__SCREAMING_SNAKE_CASE			)			)
      __SCREAMING_SNAKE_CASE     =      jnp.expand_dims(jnp.expand_dims(__SCREAMING_SNAKE_CASE					,							1			)					,							1			)
      __SCREAMING_SNAKE_CASE     =      hidden_states + temb

      __SCREAMING_SNAKE_CASE     =      self.norma(__SCREAMING_SNAKE_CASE			)
      __SCREAMING_SNAKE_CASE     =      nn.swish(__SCREAMING_SNAKE_CASE			)
      __SCREAMING_SNAKE_CASE     =      self.dropout(__SCREAMING_SNAKE_CASE					,							__SCREAMING_SNAKE_CASE			)
      __SCREAMING_SNAKE_CASE     =      self.conva(__SCREAMING_SNAKE_CASE			)

      if self.conv_shortcut is not None:
           __SCREAMING_SNAKE_CASE     =      self.conv_shortcut(__SCREAMING_SNAKE_CASE			)

      return hidden_states + residual









'''simple docstring'''



def    a__       (  a__      ,    a__						):




     """simple docstring"""


     __SCREAMING_SNAKE_CASE     =      int(a__						)

     # Initialize Result
     __SCREAMING_SNAKE_CASE     =      []

     # Traverse through all denomination
     for denomination in reversed(a__						):
          # Find denominations
          while int(a__						) >= int(a__						):
               total_value -= int(a__						)
               answer.append(a__						)  # Append the "answers" array

     return answer


# Driver Code
if __name__ == "__main__":
  UpperCAmelCase :       Dict			   =     []
  UpperCAmelCase :       List[str]			   =     '0'

  if (
      input('Do you want to enter your denominations ? (yY/n): ').strip().lower()
      == "y"
  ):
    UpperCAmelCase :       List[str]			   =     int(input('Enter the number of denominations you want to add: ').strip())

    for i in range(0, n):
      denominations.append(int(input(f"""Denomination {i}: """).strip()))
    UpperCAmelCase :       str			   =     input('Enter the change you want to make in Indian Currency: ').strip()
  else:
    # All denominations of Indian Currency if user does not enter
    UpperCAmelCase :       int			   =     [1, 2, 5, 1_0, 2_0, 5_0, 1_0_0, 5_0_0, 2_0_0_0]
    UpperCAmelCase :       Any			   =     input('Enter the change you want to make: ').strip()

  if int(value) == 0 or int(value) < 0:
    print('The total value cannot be zero or negative.')

  else:
    print(f"""Following is minimal change for {value}: """)
    UpperCAmelCase :       Any			   =     find_minimum_change(denominations, value)
    # Print result
    for i in range(len(answer)):
      print(answer[i], end=' ')






