
"""simple docstring"""



from __future__ import annotations

from scipy.special import comb  # type: ignore
class        _SCREAMING_SNAKE_CASE  :






				'''simple docstring'''



				def __init__(					self	:			List[str]				,     UpperCAmelCase_	:			List[Any]  )		->  Any:







											"""simple docstring"""




											_lowerCAmelCase  	=			list_of_points
											# Degree determines the flexibility of the curve.
											# Degree = 1 will produce a straight line.
											_lowerCAmelCase  	=			len(lowerCAmelCase_  ) - 1


				def 				__lowerCamelCase	(					self	:			Any				,     UpperCAmelCase_	:			List[Any]  )		->  list[float]:







											"""simple docstring"""




											assert 0 <= t <= 1, "Time t must be between 0 and 1."
											_lowerCAmelCase  	=			[]
											for i in range(len(self.list_of_points  )  ):
																		# basis function for each i
																		output_values.append(
																		    comb(self.degree				,     lowerCAmelCase_  ) * ((1 - t) ** (self.degree - i)) * (t**i)  )
											# the basis must sum up to 1 for it to produce a valid Bezier curve.
											assert round(sum(lowerCAmelCase_  )				,     5  ) == 1
											return output_values


				def 				__lowerCamelCase	(					self	:			int				,     UpperCAmelCase_	:			Any  )		->  tuple[float, float]:







											"""simple docstring"""




											assert 0 <= t <= 1, "Time t must be between 0 and 1."

											_lowerCAmelCase  	=			self.basis_function(lowerCAmelCase_  )
											_lowerCAmelCase  	=			0.0
											_lowerCAmelCase  	=			0.0
											for i in range(len(self.list_of_points  )  ):
																		# For all points, sum up the product of i-th basis function and i-th point.
																		x += basis_function[i] * self.list_of_points[i][0]
																		y += basis_function[i] * self.list_of_points[i][1]
											return (x, y)







				def 				__lowerCamelCase	(					self	:			int				,     UpperCAmelCase_	:			Tuple = 0.01  )		->  str:







											"""simple docstring"""




											from matplotlib import pyplot as plt  # type: ignore

											_lowerCAmelCase  	=			[]  # x coordinates of points to plot
											_lowerCAmelCase  	=			[]  # y coordinates of points to plot

											_lowerCAmelCase  	=			0.0
											while t <= 1:
																		_lowerCAmelCase  	=			self.bezier_curve_function(lowerCAmelCase_  )
																		to_plot_x.append(value[0]  )
																		to_plot_y.append(value[1]  )
																		t += step_size

											_lowerCAmelCase  	=			[i[0] for i in self.list_of_points]
											_lowerCAmelCase  	=			[i[1] for i in self.list_of_points]

											plt.plot(
											    lowerCAmelCase_				,     lowerCAmelCase_				,     color='blue'				,     label='Curve of Degree ' + str(self.degree  )				,     )
											plt.scatter(lowerCAmelCase_				,     lowerCAmelCase_				,     color='red'				,     label='Control Points'  )
											plt.legend()
											plt.show()


if __name__ == "__main__":
							import doctest

							doctest.testmod()

							BezierCurve([(1, 2), (3, 5)]).plot_curve()  # degree 1
							BezierCurve([(0, 0), (5, 5), (5, 0)]).plot_curve()  # degree 2
							BezierCurve([(0, 0), (5, 5), (5, 0), (2.5, -2.5)]).plot_curve()  # degree 3








"""simple docstring"""



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


_snake_case          =						logging.get_logger(__name__)

_snake_case          =						{
    '''abeja/gpt-neox-japanese-2.7b''': '''https://huggingface.co/abeja/gpt-neox-japanese-2.7b/resolve/main/config.json''',
}
class        _SCREAMING_SNAKE_CASE  (  UpperCAmelCase							):






				'''simple docstring'''



				SCREAMING_SNAKE_CASE_:							Dict							=					"gpt_neox_japanese"


				def __init__(					self	:			Optional[Any]				,     UpperCAmelCase_	:			Any=32_000				,     UpperCAmelCase_	:			Dict=2_560				,     UpperCAmelCase_	:			Union[str, Any]=32				,     UpperCAmelCase_	:			Any=32				,     UpperCAmelCase_	:			Optional[Any]=4				,     UpperCAmelCase_	:			int="gelu"				,     UpperCAmelCase_	:			Union[str, Any]=1.00				,     UpperCAmelCase_	:			Any=10_000				,     UpperCAmelCase_	:			Optional[int]=2_048				,     UpperCAmelCase_	:			Optional[Any]=0.02				,     UpperCAmelCase_	:			Tuple=1E-5				,     UpperCAmelCase_	:			int=True				,     UpperCAmelCase_	:			Tuple=31_996				,     UpperCAmelCase_	:			List[Any]=31_999				,     UpperCAmelCase_	:			str=0.1				,     UpperCAmelCase_	:			List[Any]=0.0				,     **UpperCAmelCase_	:			str				,     )		->  int:







											"""simple docstring"""




											super().__init__(bos_token_id=UpperCAmelCase_				,     eos_token_id=UpperCAmelCase_				,     **UpperCAmelCase_  )
											_lowerCAmelCase  	=			vocab_size
											_lowerCAmelCase  	=			max_position_embeddings
											_lowerCAmelCase  	=			hidden_size
											_lowerCAmelCase  	=			num_hidden_layers
											_lowerCAmelCase  	=			num_attention_heads
											_lowerCAmelCase  	=			intermediate_multiple_size
											_lowerCAmelCase  	=			hidden_act
											_lowerCAmelCase  	=			rotary_pct
											_lowerCAmelCase  	=			rotary_emb_base
											_lowerCAmelCase  	=			initializer_range
											_lowerCAmelCase  	=			layer_norm_eps
											_lowerCAmelCase  	=			use_cache
											_lowerCAmelCase  	=			attention_dropout
											_lowerCAmelCase  	=			hidden_dropout






