'''simple docstring'''





from __future__ import annotations

from math import pi, pow






def SCREAMING_SNAKE_CASE__  (				snake_case       :				int | float  )   ->				float:







     """simple docstring"""
     if side_length < 0:
          raise ValueError('vol_cube() only accepts non-negative values'  )
     return pow(snake_case				,	3  )






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if height < 0 or radius < 0:
          raise ValueError('vol_spherical_cap() only accepts non-negative values'  )
     # Volume is 1/3 pi * height squared * (3 * radius - height)
     return 1 / 3 * pi * pow(snake_case				,	2  ) * (3 * radius - height)






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if radius_a < 0 or radius_a < 0 or centers_distance < 0:
          raise ValueError('vol_spheres_intersect() only accepts non-negative values'  )
     if centers_distance == 0:
          return vol_sphere(min(snake_case				,	snake_case  )  )

     a					:							Dict							= (
         (radius_a - radius_a + centers_distance)
         * (radius_a + radius_a - centers_distance)
         / (2 * centers_distance)
     )
     a					:							str							= (
         (radius_a - radius_a + centers_distance)
         * (radius_a + radius_a - centers_distance)
         / (2 * centers_distance)
     )

     return vol_spherical_cap(snake_case				,	snake_case  ) + vol_spherical_cap(snake_case				,	snake_case  )






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""

     if radius_a <= 0 or radius_a <= 0 or centers_distance < 0:
          raise ValueError(
              'vol_spheres_union() only accepts non-negative values, non-zero radius'  )

     if centers_distance == 0:
          return vol_sphere(max(snake_case				,	snake_case  )  )

     return (
         vol_sphere(snake_case  )
         + vol_sphere(snake_case  )
         - vol_spheres_intersect(snake_case				,	snake_case				,	snake_case  )
     )






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if width < 0 or height < 0 or length < 0:
          raise ValueError('vol_cuboid() only accepts non-negative values'  )
     return float(width * height * length  )






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if height < 0 or area_of_base < 0:
          raise ValueError('vol_cone() only accepts non-negative values'  )
     return area_of_base * height / 3.0






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if height < 0 or radius < 0:
          raise ValueError('vol_right_circ_cone() only accepts non-negative values'  )
     return pi * pow(snake_case				,	2  ) * height / 3.0






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if height < 0 or area_of_base < 0:
          raise ValueError('vol_prism() only accepts non-negative values'  )
     return float(area_of_base * height  )






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if height < 0 or area_of_base < 0:
          raise ValueError('vol_pyramid() only accepts non-negative values'  )
     return area_of_base * height / 3.0






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float  )   ->				float:







     """simple docstring"""
     if radius < 0:
          raise ValueError('vol_sphere() only accepts non-negative values'  )
     # Volume is 4/3 * pi * radius cubed
     return 4 / 3 * pi * pow(snake_case				,	3  )






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float  )   ->				float:







     """simple docstring"""
     if radius < 0:
          raise ValueError('vol_hemisphere() only accepts non-negative values'  )
     # Volume is radius cubed * pi * 2/3
     return pow(snake_case				,	3  ) * pi * 2 / 3






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if height < 0 or radius < 0:
          raise ValueError('vol_circular_cylinder() only accepts non-negative values'  )
     # Volume is radius squared * height * pi
     return pow(snake_case				,	2  ) * height * pi






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     # Volume - (outer_radius squared - inner_radius squared) * pi * height
     if inner_radius < 0 or outer_radius < 0 or height < 0:
          raise ValueError(
              'vol_hollow_circular_cylinder() only accepts non-negative values'  )
     if outer_radius <= inner_radius:
          raise ValueError('outer_radius must be greater than inner_radius'  )
     return pi * (pow(snake_case				,	2  ) - pow(snake_case				,	2  )) * height






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     # Volume is 1/3 * pi * height *
     #           (radius_1 squared + radius_2 squared + radius_1 * radius_2)
     if radius_a < 0 or radius_a < 0 or height < 0:
          raise ValueError('vol_conical_frustum() only accepts non-negative values'  )
     return (
         1
         / 3
         * pi
         * height
         * (pow(snake_case				,	2  ) + pow(snake_case				,	2  ) + radius_a * radius_a)
     )






def SCREAMING_SNAKE_CASE__  (				snake_case       :				float				,	snake_case       :				float  )   ->				float:







     """simple docstring"""
     if torus_radius < 0 or tube_radius < 0:
          raise ValueError('vol_torus() only accepts non-negative values'  )
     return 2 * pow(snake_case				,	2  ) * torus_radius * pow(snake_case				,	2  )






def SCREAMING_SNAKE_CASE__  (				)   ->				Any:







     """simple docstring"""
     print('Volumes:'  )
     print(F"""Cube: {vol_cube(2  ) = }"""  )  # = 8
     print(F"""Cuboid: {vol_cuboid(2				,	2				,	2  ) = }"""  )  # = 8
     print(F"""Cone: {vol_cone(2				,	2  ) = }"""  )  # ~= 1.33
     print(F"""Right Circular Cone: {vol_right_circ_cone(2				,	2  ) = }"""  )  # ~= 8.38
     print(F"""Prism: {vol_prism(2				,	2  ) = }"""  )  # = 4
     print(F"""Pyramid: {vol_pyramid(2				,	2  ) = }"""  )  # ~= 1.33
     print(F"""Sphere: {vol_sphere(2  ) = }"""  )  # ~= 33.5
     print(F"""Hemisphere: {vol_hemisphere(2  ) = }"""  )  # ~= 16.75
     print(F"""Circular Cylinder: {vol_circular_cylinder(2				,	2  ) = }"""  )  # ~= 25.1
     print(F"""Torus: {vol_torus(2				,	2  ) = }"""  )  # ~= 157.9
     print(F"""Conical Frustum: {vol_conical_frustum(2				,	2				,	4  ) = }"""  )  # ~= 58.6
     print(F"""Spherical cap: {vol_spherical_cap(1				,	2  ) = }"""  )  # ~= 5.24
     print(F"""Spheres intersetion: {vol_spheres_intersect(2				,	2				,	1  ) = }"""  )  # ~= 21.21
     print(F"""Spheres union: {vol_spheres_union(2				,	2				,	1  ) = }"""  )  # ~= 45.81
     print(
         F"""Hollow Circular Cylinder: {vol_hollow_circular_cylinder(1				,	2				,	3  ) = }"""  )  # ~= 28.3


if __name__ == "__main__":
      main()


'''simple docstring'''





from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


UpperCamelCase       :     Dict			=    logging.get_logger(__name__)

UpperCamelCase       :     Tuple			=    {
    """flaubert/flaubert_small_cased""": """https://huggingface.co/flaubert/flaubert_small_cased/resolve/main/config.json""",
    """flaubert/flaubert_base_uncased""": """https://huggingface.co/flaubert/flaubert_base_uncased/resolve/main/config.json""",
    """flaubert/flaubert_base_cased""": """https://huggingface.co/flaubert/flaubert_base_cased/resolve/main/config.json""",
    """flaubert/flaubert_large_cased""": """https://huggingface.co/flaubert/flaubert_large_cased/resolve/main/config.json""",
}



class   UpperCamelCase					(       a_       ):







    """simple docstring"""





    A     :    int				=			"flaubert"
    A     :    List[str]				=			{
        "hidden_size": "emb_dim",
        "num_attention_heads": "n_heads",
        "num_hidden_layers": "n_layers",
        "n_words": "vocab_size",  # For backward compatibility
    }





    def __init__(					self     :						str							,							UpperCAmelCase_     :						Optional[int]=False							,							UpperCAmelCase_     :						List[Any]=0.0							,							UpperCAmelCase_     :						List[Any]=3_0_1_4_5							,							UpperCAmelCase_     :						Union[str, Any]=2_0_4_8							,							UpperCAmelCase_     :						Tuple=1_2							,							UpperCAmelCase_     :						str=1_6							,							UpperCAmelCase_     :						Tuple=0.1							,							UpperCAmelCase_     :						str=0.1							,							UpperCAmelCase_     :						str=True							,							UpperCAmelCase_     :						Union[str, Any]=False							,							UpperCAmelCase_     :						Any=False							,							UpperCAmelCase_     :						str=False							,							UpperCAmelCase_     :						Tuple=1							,							UpperCAmelCase_     :						str=True							,							UpperCAmelCase_     :						Tuple=5_1_2							,							UpperCAmelCase_     :						List[str]=2_0_4_8**-0.5							,							UpperCAmelCase_     :						List[Any]=1e-12							,							UpperCAmelCase_     :						Tuple=0.02							,							UpperCAmelCase_     :						Any=0							,							UpperCAmelCase_     :						List[Any]=1							,							UpperCAmelCase_     :						str=2							,							UpperCAmelCase_     :						Optional[Any]=3							,							UpperCAmelCase_     :						List[str]=5							,							UpperCAmelCase_     :						str=True							,							UpperCAmelCase_     :						List[Any]="first"							,							UpperCAmelCase_     :						Any=True							,							UpperCAmelCase_     :						Union[str, Any]=None							,							UpperCAmelCase_     :						Union[str, Any]=True							,							UpperCAmelCase_     :						Any=0.1							,							UpperCAmelCase_     :						List[Any]=5							,							UpperCAmelCase_     :						List[Any]=5							,							UpperCAmelCase_     :						Union[str, Any]=0							,							UpperCAmelCase_     :						Optional[Any]=0							,							UpperCAmelCase_     :						List[Any]=2							,							UpperCAmelCase_     :						List[Any]=0							,							**UpperCAmelCase_     :						List[Any]							,							):


         """simple docstring"""







         a					:							Any							= pre_norm
         a					:							str							= layerdrop
         a					:							int							= vocab_size
         a					:							str							= emb_dim
         a					:							Any							= n_layers
         a					:							Dict							= n_heads
         a					:							Union[str, Any]							= dropout
         a					:							List[Any]							= attention_dropout
         a					:							List[str]							= gelu_activation
         a					:							int							= sinusoidal_embeddings
         a					:							Union[str, Any]							= causal
         a					:							str							= asm
         a					:							Tuple							= n_langs
         a					:							Optional[Any]							= use_lang_emb
         a					:							str							= layer_norm_eps
         a					:							Optional[Any]							= bos_index
         a					:							Union[str, Any]							= eos_index
         a					:							str							= pad_index
         a					:							List[str]							= unk_index
         a					:							Dict							= mask_index
         a					:							Optional[Any]							= is_encoder
         a					:							str							= max_position_embeddings
         a					:							Optional[Any]							= embed_init_std
         a					:							str							= init_std
         a					:							Union[str, Any]							= summary_type
         a					:							Tuple							= summary_use_proj
         a					:							Tuple							= summary_activation
         a					:							str							= summary_proj_to_labels
         a					:							List[str]							= summary_first_dropout
         a					:							Any							= start_n_top
         a					:							Optional[Any]							= end_n_top
         a					:							List[Any]							= mask_token_id
         a					:							Optional[Any]							= lang_id

         if "n_words" in kwargs:
              a					:							int							= kwargs['n_words']

         super().__init__(pad_token_id=UpperCAmelCase_							,							bos_token_id=UpperCAmelCase_							,							**UpperCAmelCase_)






class   UpperCamelCase					(       a_       ):







    """simple docstring"""





    @property
    def    SCREAMING_SNAKE_CASE_     (					self     :						str):


         """simple docstring"""







         if self.task == "multiple-choice":
              a					:							int							= {0: 'batch', 1: 'choice', 2: 'sequence'}
         else:
              a					:							Tuple							= {0: 'batch', 1: 'sequence'}
         return OrderedDict(
             [
                 ('input_ids', dynamic_axis),
                 ('attention_mask', dynamic_axis),
             ])

