






'''simple docstring'''







from __future__ import annotations

from collections.abc import Callable





def 					SCREAMING_SNAKE_CASE_			(UpperCamelCase							,     UpperCamelCase							,     UpperCamelCase							,     UpperCamelCase = 100							,     ) ->			float:
							lowerCamelCase__   :      Tuple			    =			x_start
							lowerCamelCase__   :      Optional[Any]			    =			fnc(UpperCamelCase )
							lowerCamelCase__   :      List[Any]			    =			0.0

							for _ in range(UpperCamelCase ):
														# Approximates small segments of curve as linear and solve
														# for trapezoidal area
														lowerCamelCase__   :      Union[str, Any]			    =			(x_end - x_start) / steps + xa
														lowerCamelCase__   :      str			    =			fnc(UpperCamelCase )
														area += abs(fxa + fxa ) * (xa - xa) / 2

														# Increment step
														lowerCamelCase__   :      List[Any]			    =			xa
														lowerCamelCase__   :      Dict			    =			fxa
							return area


if __name__ == "__main__":





			def 					SCREAMING_SNAKE_CASE_			(UpperCamelCase ) ->			int:
										return x**3

			print('''f(x) = x^3''')
			print('''The area between the curve, x = -10, x = 10 and the x axis is:''')
			_A      :     Optional[Any]       	=10
			while i <= 100_000:
						_A      :     List[str]       	=trapezoidal_area(f, -5, 5, i)
						print(F'with {i} steps: {area}')
						i *= 10









'''simple docstring'''







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


_A      :     Union[str, Any]       	=logging.get_logger(__name__)

_A      :     Tuple       	={
    '''tau/splinter-base''': '''https://huggingface.co/tau/splinter-base/resolve/main/config.json''',
    '''tau/splinter-base-qass''': '''https://huggingface.co/tau/splinter-base-qass/resolve/main/config.json''',
    '''tau/splinter-large''': '''https://huggingface.co/tau/splinter-large/resolve/main/config.json''',
    '''tau/splinter-large-qass''': '''https://huggingface.co/tau/splinter-large-qass/resolve/main/config.json''',
    # See all Splinter models at https://huggingface.co/models?filter=splinter
}

class _lowercase      (							_lowercase						):
							a							 =			"""splinter"""




							def __init__(				self:							List[str]     ,				UpperCamelCase__:							List[Any]=30_522     ,				UpperCamelCase__:							Union[str, Any]=768     ,				UpperCamelCase__:							str=12     ,				UpperCamelCase__:							Dict=12     ,				UpperCamelCase__:							Tuple=3_072     ,				UpperCamelCase__:							Optional[int]="gelu"     ,				UpperCamelCase__:							Optional[int]=0.1     ,				UpperCamelCase__:							str=0.1     ,				UpperCamelCase__:							List[Any]=512     ,				UpperCamelCase__:							List[str]=2     ,				UpperCamelCase__:							Any=0.02     ,				UpperCamelCase__:							Optional[Any]=1e-12     ,				UpperCamelCase__:							Dict=True     ,				UpperCamelCase__:							str=0     ,				UpperCamelCase__:							int=104     ,				**UpperCamelCase__:							Any     ,				):
														super().__init__(pad_token_id=UpperCamelCase__     ,				**UpperCamelCase__	)

														lowerCamelCase__   :      Union[str, Any]			    =			vocab_size
														lowerCamelCase__   :      str			    =			max_position_embeddings
														lowerCamelCase__   :      Tuple			    =			hidden_size
														lowerCamelCase__   :      Dict			    =			num_hidden_layers
														lowerCamelCase__   :      Tuple			    =			num_attention_heads
														lowerCamelCase__   :      Tuple			    =			intermediate_size
														lowerCamelCase__   :      Any			    =			hidden_act
														lowerCamelCase__   :      int			    =			hidden_dropout_prob
														lowerCamelCase__   :      List[str]			    =			attention_probs_dropout_prob
														lowerCamelCase__   :      Dict			    =			initializer_range
														lowerCamelCase__   :      List[Any]			    =			type_vocab_size
														lowerCamelCase__   :      Tuple			    =			layer_norm_eps
														lowerCamelCase__   :      Optional[Any]			    =			use_cache
														lowerCamelCase__   :      Optional[Any]			    =			question_token_id

