






from datetime import datetime

import matplotlib.pyplot as plt
import torch





def 					lowercase_ (    __snake_case     :							List[str]      )     -> Optional[Any]:





				'''simple docstring'''


				for param in module.parameters():
								snake_case__      :Any         =   False





def 					lowercase_ (    )     -> Dict:





				'''simple docstring'''


				snake_case__      :int         =   "cuda" if torch.cuda.is_available() else "cpu"
				if torch.backends.mps.is_available() and torch.backends.mps.is_built():
								snake_case__      :Optional[Any]         =   "mps"
				if device == "mps":
								print(
								    "WARNING: MPS currently doesn't seem to work, and messes up backpropagation without any visible torch"
								    " errors. I recommend using CUDA on a colab notebook or CPU instead if you're facing inexplicable issues"
								    " with generations."      )
				return device





def 					lowercase_ (    __snake_case     :							List[Any]      )     -> Any:





				'''simple docstring'''


				snake_case__      :Optional[int]         =   plt.imshow(__UpperCAmelCase      )
				fig.axes.get_xaxis().set_visible(__UpperCAmelCase      )
				fig.axes.get_yaxis().set_visible(__UpperCAmelCase      )
				plt.show()





def 					lowercase_ (    )     -> List[Any]:





				'''simple docstring'''


				snake_case__      :Dict         =   datetime.now()
				snake_case__      :List[str]         =   current_time.strftime("%H:%M:%S"      )
				return timestamp







from __future__ import annotations


class 					_snake_case						:






	def __init__(		self					,UpperCamelCase       )						->    None:
					snake_case__      :Union[str, Any]         =   data
					snake_case__      :Node | None         =   None
					snake_case__      :Node | None         =   None





def 					lowercase_ (    __snake_case     :							Node | None      )     -> None:  # In Order traversal of the tree





				'''simple docstring'''


				if tree:
								display(tree.left      )
								print(tree.data      )
								display(tree.right      )





def 					lowercase_ (    __snake_case     :							Node | None      )     -> int:





				'''simple docstring'''


				return 1 + max(depth_of_tree(tree.left      )	,	depth_of_tree(tree.right      )      ) if tree else 0





def 					lowercase_ (    __snake_case     :							Node      )     -> bool:





				'''simple docstring'''


				if not tree:
								return True
				if tree.left and tree.right:
								return is_full_binary_tree(tree.left      ) and is_full_binary_tree(tree.right      )
				else:
								return not tree.left and not tree.right





def 					lowercase_ (    )     -> None:  # Main function for testing.





				'''simple docstring'''


				snake_case__      :Dict         =   Node(1      )
				snake_case__      :int         =   Node(2      )
				snake_case__      :Optional[Any]         =   Node(3      )
				snake_case__      :Tuple         =   Node(4      )
				snake_case__      :str         =   Node(5      )
				snake_case__      :Optional[Any]         =   Node(6      )
				snake_case__      :List[Any]         =   Node(7      )
				snake_case__      :List[str]         =   Node(8      )
				snake_case__      :Tuple         =   Node(9      )

				print(is_full_binary_tree(__snake_case      )      )
				print(depth_of_tree(__snake_case      )      )
				print("Tree is: "      )
				display(__snake_case      )


if __name__ == "__main__":
	main()