




'''simple docstring'''







import warnings

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


A     =logging.get_logger(__name__)

A     ={
    'RUCAIBox/mvp': 'https://huggingface.co/RUCAIBox/mvp/resolve/main/config.json',
}


class 			_a  (	__a ):
       __a				:     Optional[int]   				=					"""mvp"""
       __a				:     Dict   				=					["""past_key_values"""]
       __a				:     int   				=					{"""num_attention_heads""": """encoder_attention_heads""", """hidden_size""": """d_model"""}
       def __init__(	self						:	List[str]   ,				lowercase						:	List[str]=50_267   ,				lowercase						:	List[str]=1_024   ,				lowercase						:	Any=12   ,				lowercase						:	Optional[int]=4_096   ,				lowercase						:	Tuple=16   ,				lowercase						:	Dict=12   ,				lowercase						:	List[str]=4_096   ,				lowercase						:	Union[str, Any]=16   ,				lowercase						:	str=0.0   ,				lowercase						:	List[str]=0.0   ,				lowercase						:	Union[str, Any]="gelu"   ,				lowercase						:	int=1_024   ,				lowercase						:	Union[str, Any]=0.1   ,				lowercase						:	Union[str, Any]=0.0   ,				lowercase						:	Optional[Any]=0.0   ,				lowercase						:	Union[str, Any]=0.02   ,				lowercase						:	str=0.0   ,				lowercase						:	Optional[Any]=False   ,				lowercase						:	Tuple=True   ,				lowercase						:	Tuple=1   ,				lowercase						:	Optional[Any]=0   ,				lowercase						:	List[Any]=2   ,				lowercase						:	Dict=True   ,				lowercase						:	int=2   ,				lowercase						:	Optional[int]=2   ,				lowercase						:	Any=False   ,				lowercase						:	Tuple=100   ,				lowercase						:	int=800   ,				**lowercase						:	str   ,				):



           '''simple docstring'''

           UpperCAmelCase			       =		vocab_size
           UpperCAmelCase			       =		max_position_embeddings
           UpperCAmelCase			       =		d_model
           UpperCAmelCase			       =		encoder_ffn_dim
           UpperCAmelCase			       =		encoder_layers
           UpperCAmelCase			       =		encoder_attention_heads
           UpperCAmelCase			       =		decoder_ffn_dim
           UpperCAmelCase			       =		decoder_layers
           UpperCAmelCase			       =		decoder_attention_heads
           UpperCAmelCase			       =		dropout
           UpperCAmelCase			       =		attention_dropout
           UpperCAmelCase			       =		activation_dropout
           UpperCAmelCase			       =		activation_function
           UpperCAmelCase			       =		init_std
           UpperCAmelCase			       =		encoder_layerdrop
           UpperCAmelCase			       =		decoder_layerdrop
           UpperCAmelCase			       =		classifier_dropout
           UpperCAmelCase			       =		use_cache
           UpperCAmelCase			       =		encoder_layers
           UpperCAmelCase			       =		scale_embedding  # scale factor will be sqrt(d_model) if True
           UpperCAmelCase			       =		use_prompt
           UpperCAmelCase			       =		prompt_length
           UpperCAmelCase			       =		prompt_mid_dim

           super().__init__(
               pad_token_id=lowercase   ,				bos_token_id=lowercase   ,				eos_token_id=lowercase   ,				is_encoder_decoder=lowercase   ,				decoder_start_token_id=lowercase   ,				forced_eos_token_id=lowercase   ,				**lowercase   ,				)

           if self.forced_bos_token_id is None and kwargs.get('''force_bos_token_to_be_generated'''   ,				lowercase				):
               UpperCAmelCase			       =		self.bos_token_id
               warnings.warn(
                   f"Please make sure the config includes `forced_bos_token_id={self.bos_token_id}` in future versions. "
                   '''The config can simply be saved and uploaded again to be fixed.'''				)









"""simple docstring"""
from math import pi, sqrt, tan

def       _snake_case						(						UpperCamelCase						:		float						):
 if side_length < 0:
  raise ValueError("""surface_area_cube() only accepts non-negative values"""						)
 return 6 * side_length**2

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if length < 0 or breadth < 0 or height < 0:
  raise ValueError("""surface_area_cuboid() only accepts non-negative values"""						)
 return 2 * ((length * breadth) + (breadth * height) + (length * height))

def       _snake_case						(						UpperCamelCase						:		float						):
 if radius < 0:
  raise ValueError("""surface_area_sphere() only accepts non-negative values"""						)
 return 4 * pi * radius**2

def       _snake_case						(						UpperCamelCase						:		float						):
 if radius < 0:
  raise ValueError("""surface_area_hemisphere() only accepts non-negative values"""						)
 return 3 * pi * radius**2

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if radius < 0 or height < 0:
  raise ValueError("""surface_area_cone() only accepts non-negative values"""						)
 return pi * radius * (radius + (height**2 + radius**2) ** 0.5)

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if radius_a < 0 or radius_a < 0 or height < 0:
  raise ValueError(
      """surface_area_conical_frustum() only accepts non-negative values"""						)
 UpperCAmelCase	:					Tuple	=	(height**2 + (radius_a - radius_a) ** 2) ** 0.5
 return pi * ((slant_height * (radius_a + radius_a)) + radius_a**2 + radius_a**2)

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if radius < 0 or height < 0:
  raise ValueError("""surface_area_cylinder() only accepts non-negative values"""						)
 return 2 * pi * radius * (height + radius)

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if torus_radius < 0 or tube_radius < 0:
  raise ValueError("""surface_area_torus() only accepts non-negative values"""						)
 if torus_radius < tube_radius:
  raise ValueError(
      """surface_area_torus() does not support spindle or self intersecting tori"""						)
 return 4 * pow(UpperCamelCase			,		2						) * torus_radius * tube_radius

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if length < 0 or width < 0:
  raise ValueError("""area_rectangle() only accepts non-negative values"""						)
 return length * width

def       _snake_case						(						UpperCamelCase						:		float						):
 if side_length < 0:
  raise ValueError("""area_square() only accepts non-negative values"""						)
 return side_length**2

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if base < 0 or height < 0:
  raise ValueError("""area_triangle() only accepts non-negative values"""						)
 return (base * height) / 2

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if sidea < 0 or sidea < 0 or sidea < 0:
  raise ValueError("""area_triangle_three_sides() only accepts non-negative values"""						)
 elif sidea + sidea < sidea or sidea + sidea < sidea or sidea + sidea < sidea:
  raise ValueError("""Given three sides do not form a triangle"""						)
 UpperCAmelCase	:					Union[str, Any]	=	(sidea + sidea + sidea) / 2
 UpperCAmelCase	:					Union[str, Any]	=	sqrt(
     semi_perimeter
     * (semi_perimeter - sidea)
     * (semi_perimeter - sidea)
     * (semi_perimeter - sidea)						)
 return area

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if base < 0 or height < 0:
  raise ValueError("""area_parallelogram() only accepts non-negative values"""						)
 return base * height

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if basea < 0 or basea < 0 or height < 0:
  raise ValueError("""area_trapezium() only accepts non-negative values"""						)
 return 1 / 2 * (basea + basea) * height

def       _snake_case						(						UpperCamelCase						:		float						):
 if radius < 0:
  raise ValueError("""area_circle() only accepts non-negative values"""						)
 return pi * radius**2

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if radius_x < 0 or radius_y < 0:
  raise ValueError("""area_ellipse() only accepts non-negative values"""						)
 return pi * radius_x * radius_y

def       _snake_case						(						UpperCamelCase						:		float			,		UpperCamelCase						:		float						):
 if diagonal_a < 0 or diagonal_a < 0:
  raise ValueError("""area_rhombus() only accepts non-negative values"""						)
 return 1 / 2 * diagonal_a * diagonal_a

def       _snake_case						(						UpperCamelCase						:		int			,		UpperCamelCase						:		float						):
 if not isinstance(UpperCamelCase			,		UpperCamelCase						) or sides < 3:
  raise ValueError(
      """area_reg_polygon() only accepts integers greater than or \
equal to three as number of sides"""						)
 elif length < 0:
  raise ValueError(
      """area_reg_polygon() only accepts non-negative values as \
length of a side"""						)
 return (sides * length**2) / (4 * tan(pi / sides						))
 return (sides * length**2) / (4 * tan(pi / sides						))


if __name__ == "__main__":
      import doctest

      doctest.testmod(verbose=True)  # verbose so we can see methods missing tests

      print("[DEMO] Areas of various geometric shapes: \n")
      print(f"""Rectangle: {area_rectangle(1_0, 2_0) = }""")
      print(f"""Square: {area_square(1_0) = }""")
      print(f"""Triangle: {area_triangle(1_0, 1_0) = }""")
      print(f"""Triangle: {area_triangle_three_sides(5, 1_2, 1_3) = }""")
      print(f"""Parallelogram: {area_parallelogram(1_0, 2_0) = }""")
      print(f"""Rhombus: {area_rhombus(1_0, 2_0) = }""")
      print(f"""Trapezium: {area_trapezium(1_0, 2_0, 3_0) = }""")
      print(f"""Circle: {area_circle(2_0) = }""")
      print(f"""Ellipse: {area_ellipse(1_0, 2_0) = }""")
      print("\nSurface Areas of various geometric shapes: \n")
      print(f"""Cube: {surface_area_cube(2_0) = }""")
      print(f"""Cuboid: {surface_area_cuboid(1_0, 2_0, 3_0) = }""")
      print(f"""Sphere: {surface_area_sphere(2_0) = }""")
      print(f"""Hemisphere: {surface_area_hemisphere(2_0) = }""")
      print(f"""Cone: {surface_area_cone(1_0, 2_0) = }""")
      print(f"""Conical Frustum: {surface_area_conical_frustum(1_0, 2_0, 3_0) = }""")
      print(f"""Cylinder: {surface_area_cylinder(1_0, 2_0) = }""")
      print(f"""Torus: {surface_area_torus(2_0, 1_0) = }""")
      print(f"""Equilateral Triangle: {area_reg_polygon(3, 1_0) = }""")
      print(f"""Square: {area_reg_polygon(4, 1_0) = }""")
      print(f"""Reqular Pentagon: {area_reg_polygon(5, 1_0) = }""")
