
"""simple docstring"""




class     lowercase :



		def __init__(			self    ,				A_	)  -> str:
				"""simple docstring"""
				UpperCamelCase          =					val
				UpperCamelCase          =					None
				UpperCamelCase          =					None



		def __UpperCamelCase			(			self    ,				A_	)  -> Optional[int]:
				"""simple docstring"""

				if self.val:
						if val < self.val:
								if self.left is None:
										UpperCamelCase          =					Node(_lowerCAmelCase	)
								else:
										self.left.insert(_lowerCAmelCase	)
						elif val > self.val:
								if self.right is None:
										UpperCamelCase          =					Node(_lowerCAmelCase	)
								else:
										self.right.insert(_lowerCAmelCase	)
				else:
						UpperCamelCase          =					val






def 				A	( lowercase   ,	lowercase			)       ->  Union[str, Any]:
		'''simple docstring'''

		if root:
				inorder(root.left   ,	_lowerCAmelCase			)
				res.append(root.val			)
				inorder(root.right   ,	_lowerCAmelCase			)


def 				A	( lowercase			)       ->  Dict:
		'''simple docstring'''

		if len(_lowerCAmelCase			) == 0:
				return arr
		UpperCamelCase          =					Node(arr[0]			)
		for i in range(1   ,	len(_lowerCAmelCase			)			):
				root.insert(arr[i]			)
		# Traverse BST in order.
		UpperCamelCase          =					[]
		inorder(_lowerCAmelCase   ,	_lowerCAmelCase			)
		return res


if __name__ == "__main__":
					print(tree_sort([10, 1, 3, 2, 9, 14, 13]))


from typing import Optional, Union

import torch
from torch import nn

from ...configuration_utils import ConfigMixin, register_to_config
from ...models.modeling_utils import ModelMixin


class     lowercase (		_SCREAMING_SNAKE_CASE  ,       _SCREAMING_SNAKE_CASE       ):



		@register_to_config
		def __init__(			self    ,				A_ = 768    ,				)  -> List[Any]:
				"""simple docstring"""
				super().__init__()

				UpperCamelCase          =					nn.Parameter(torch.zeros(1    ,				A_	)	)
				UpperCamelCase          =					nn.Parameter(torch.ones(1    ,				A_	)	)



		def __UpperCamelCase			(			self    ,				A_ = None    ,				A_ = None    ,				)  -> Any:
				"""simple docstring"""
				UpperCamelCase          =					nn.Parameter(self.mean.to(A_	).to(A_	)	)
				UpperCamelCase          =					nn.Parameter(self.std.to(A_	).to(A_	)	)
				return self



		def __UpperCamelCase			(			self    ,				A_	)  -> Dict:
				"""simple docstring"""
				UpperCamelCase          =					(embeds - self.mean) * 1.0 / self.std
				return embeds



		def __UpperCamelCase			(			self    ,				A_	)  -> Dict:
				"""simple docstring"""
				UpperCamelCase          =					(embeds * self.std) + self.mean
				return embeds
