
from __future__ import annotations

from math import pi, pow






def    lowercase	(  lowerCAmelCase__	):







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






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__	):







			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(lowerCAmelCase__  ,2	) * (3 * radius - height)






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__  ,lowerCAmelCase__	):







			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(lowerCAmelCase__  ,lowerCAmelCase__	)	)

			lowerCamelCase_ 		=     (
			    (radius_a - radius_a + centers_distance)
			    * (radius_a + radius_a - centers_distance)
			    / (2 * centers_distance)
			)
			lowerCamelCase_ 		=     (
			    (radius_a - radius_a + centers_distance)
			    * (radius_a + radius_a - centers_distance)
			    / (2 * centers_distance)
			)

			return vol_spherical_cap(lowerCAmelCase__  ,lowerCAmelCase__	) + vol_spherical_cap(lowerCAmelCase__  ,lowerCAmelCase__	)






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__  ,lowerCAmelCase__	):







			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(lowerCAmelCase__  ,lowerCAmelCase__	)	)

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






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__  ,lowerCAmelCase__	):







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






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__	):







			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    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__	):







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






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__	):







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






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__	):







			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    lowercase	(  lowerCAmelCase__	):







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






def    lowercase	(  lowerCAmelCase__	):







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






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__	):







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






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__  ,lowerCAmelCase__	):







			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(lowerCAmelCase__  ,2	) - pow(lowerCAmelCase__  ,2	)) * height






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__  ,lowerCAmelCase__	):







			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(lowerCAmelCase__  ,2	) + pow(lowerCAmelCase__  ,2	) + radius_a * radius_a)
			)






def    lowercase	(  lowerCAmelCase__  ,lowerCAmelCase__	):







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






def    lowercase	(  ):
			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 ...configuration_utils import PretrainedConfig
from ...utils import logging


A_						       =				logging.get_logger(__name__)

A_						       =				{
    """uw-madison/yoso-4096""": """https://huggingface.co/uw-madison/yoso-4096/resolve/main/config.json""",
    # See all YOSO models at https://huggingface.co/models?filter=yoso
}




class    __lowerCamelCase     (   lowerCAmelCase ):
				a__:			Dict									=						'yoso'




				def __init__(							self       ,	UpperCAmelCase=5_0265       ,	UpperCAmelCase=768       ,	UpperCAmelCase=12       ,	UpperCAmelCase=12       ,	UpperCAmelCase=3072       ,	UpperCAmelCase="gelu"       ,	UpperCAmelCase=0.1       ,	UpperCAmelCase=0.1       ,	UpperCAmelCase=4096       ,	UpperCAmelCase=1       ,	UpperCAmelCase=0.0_2       ,	UpperCAmelCase=1e-1_2       ,	UpperCAmelCase="absolute"       ,	UpperCAmelCase=True       ,	UpperCAmelCase=9       ,	UpperCAmelCase=64       ,	UpperCAmelCase=None       ,	UpperCAmelCase=True       ,	UpperCAmelCase=True       ,	UpperCAmelCase=1       ,	UpperCAmelCase=0       ,	UpperCAmelCase=2       ,	**UpperCAmelCase       ,	):
							super().__init__(pad_token_id=UpperCAmelCase       ,	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_size
							lowerCamelCase_ 		=     hidden_act
							lowerCamelCase_ 		=     hidden_dropout_prob
							lowerCamelCase_ 		=     attention_probs_dropout_prob
							lowerCamelCase_ 		=     initializer_range
							lowerCamelCase_ 		=     type_vocab_size
							lowerCamelCase_ 		=     layer_norm_eps
							lowerCamelCase_ 		=     position_embedding_type
							lowerCamelCase_ 		=     use_expectation
							lowerCamelCase_ 		=     hash_code_len
							lowerCamelCase_ 		=     num_hash
							lowerCamelCase_ 		=     conv_window
							lowerCamelCase_ 		=     use_fast_hash
							lowerCamelCase_ 		=     lsh_backward



