



from __future__ import annotations
class 					_snake_case      :




				def __init__(    self       :    Dict,       __lowercase       :    int    ):
							lowercase__       	=					data
							lowercase__       	=					None
							lowercase__       	=					None



def __lowerCAmelCase			(  SCREAMING_SNAKE_CASE_	):  # In Order traversal of the tree
			if tree:
						display(tree.left	)
						print(tree.data	)
						display(tree.right	)



def __lowerCAmelCase			(  SCREAMING_SNAKE_CASE_	):
			return 1 + max(depth_of_tree(tree.left	)    ,	depth_of_tree(tree.right	)	) if tree else 0



def __lowerCAmelCase			(  SCREAMING_SNAKE_CASE_	):
			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 __lowerCAmelCase			(  ):  # Main function for testing.
			lowercase__       	=					Node(1	)
			lowercase__       	=					Node(2	)
			lowercase__       	=					Node(3	)
			lowercase__       	=					Node(4	)
			lowercase__       	=					Node(5	)
			lowercase__       	=					Node(6	)
			lowercase__       	=					Node(7	)
			lowercase__       	=					Node(8	)
			lowercase__       	=					Node(9	)

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


if __name__ == "__main__":
							main()











from ...configuration_utils import PretrainedConfig
from ...utils import logging


SCREAMING_SNAKE_CASE_   :      Dict			=   logging.get_logger(__name__)

SCREAMING_SNAKE_CASE_   :      Union[str, Any]			=   {
    '''RWKV/rwkv-4-169m-pile''': '''https://huggingface.co/RWKV/rwkv-4-169m-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-430m-pile''': '''https://huggingface.co/RWKV/rwkv-4-430m-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-1b5-pile''': '''https://huggingface.co/RWKV/rwkv-4-1b5-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-3b-pile''': '''https://huggingface.co/RWKV/rwkv-4-3b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-7b-pile''': '''https://huggingface.co/RWKV/rwkv-4-7b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-4-14b-pile''': '''https://huggingface.co/RWKV/rwkv-4-14b-pile/resolve/main/config.json''',
    '''RWKV/rwkv-raven-1b5''': '''https://huggingface.co/RWKV/rwkv-raven-1b5/resolve/main/config.json''',
    '''RWKV/rwkv-raven-3b''': '''https://huggingface.co/RWKV/rwkv-raven-3b/resolve/main/config.json''',
    '''RWKV/rwkv-raven-7b''': '''https://huggingface.co/RWKV/rwkv-raven-7b/resolve/main/config.json''',
    '''RWKV/rwkv-raven-14b''': '''https://huggingface.co/RWKV/rwkv-raven-14b/resolve/main/config.json''',
}

class 		snake_case_   (							UpperCAmelCase_						):







	'''simple docstring'''
	__UpperCamelCase   =		'''rwkv'''
	__UpperCamelCase   =		{'''max_position_embeddings''': '''context_length'''}




	def __init__(						self							:     List[str]					,      __lowerCamelCase							:     Tuple=50_277					,      __lowerCamelCase							:     List[str]=1_024					,      __lowerCamelCase							:     List[Any]=4_096					,      __lowerCamelCase							:     Tuple=32					,      __lowerCamelCase							:     List[str]=None					,      __lowerCamelCase							:     Optional[int]=None					,      __lowerCamelCase							:     Optional[Any]=1E-5					,      __lowerCamelCase							:     Tuple=0					,      __lowerCamelCase							:     int=0					,      __lowerCamelCase							:     Dict=6					,      __lowerCamelCase							:     List[Any]=False					,      __lowerCamelCase							:     Tuple=True					,      **__lowerCamelCase							:     Optional[int]					,      )       -> List[Any]:

			'''simple docstring'''




			__lowercase											=     vocab_size
			__lowercase											=     context_length
			__lowercase											=     hidden_size
			__lowercase											=     num_hidden_layers
			__lowercase											=     attention_hidden_size if attention_hidden_size is not None else hidden_size
			__lowercase											=     intermediate_size if intermediate_size is not None else 4 * hidden_size
			__lowercase											=     layer_norm_epsilon
			__lowercase											=     rescale_every
			__lowercase											=     use_cache

			__lowercase											=     bos_token_id
			__lowercase											=     eos_token_id

			super().__init__(
			    tie_word_embeddings=__lowerCamelCase					,      bos_token_id=__lowerCamelCase					,      eos_token_id=__lowerCamelCase					,      **__lowerCamelCase   )




