


"""simple docstring"""

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    lowerCamelCase__						(		UpperCamelCase__			,   UpperCamelCase__    ):
      @register_to_config
      def __init__(		self	:	Optional[Any]      ,       A_	:	int = 7_6_8      ,       ):






       '''simple docstring'''


       super().__init__()

       __lowercase									=	nn.Parameter(torch.zeros(1      ,       __A							)							)
       __lowercase									=	nn.Parameter(torch.ones(1      ,       __A							)							)
      def SCREAMING_SNAKE_CASE_	(		self	:	List[str]      ,       A_	:	Optional[Union[str, torch.device]] = None      ,       A_	:	Optional[torch.dtype] = None      ,       ):






       '''simple docstring'''


       __lowercase									=	nn.Parameter(self.mean.to(__A							).to(__A							)							)
       __lowercase									=	nn.Parameter(self.std.to(__A							).to(__A							)							)
       return self
      def SCREAMING_SNAKE_CASE_	(		self	:	List[Any]      ,       A_	:	str							):






       '''simple docstring'''


       __lowercase									=	(embeds - self.mean) * 1.0 / self.std
       return embeds






      def SCREAMING_SNAKE_CASE_	(		self	:	Optional[Any]      ,       A_	:	int							):






       '''simple docstring'''


       __lowercase									=	(embeds * self.std) + self.mean
       return embeds




"""simple docstring"""

from __future__ import annotations


def lowerCAmelCase_      (				UpperCamelCase__	: list[float] ):






 """simple docstring"""







 if len(UpperCamelCase__ ) < 2:
  raise ValueError("""Monogons and Digons are not polygons in the Euclidean space""" )
 if any(i <= 0 for i in nums ):
  raise ValueError("""All values must be greater than 0""" )
 __lowercase									=	nums.copy()
 copy_nums.sort()
 return copy_nums[-1] < sum(copy_nums[:-1] )


if __name__ == "__main__":
       import doctest

       doctest.testmod()
