




"""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       SCREAMING_SNAKE_CASE__					(					_a					):
						_a    						=						'mvp'
						_a    						=						['past_key_values']
						_a    						=						{'num_attention_heads': 'encoder_attention_heads', 'hidden_size': 'd_model'}


						def __init__(							self				:			Any						,						lowerCAmelCase				:			Tuple=5_0267						,						lowerCAmelCase				:			Union[str, Any]=1024						,						lowerCAmelCase				:			Dict=12						,						lowerCAmelCase				:			Dict=4096						,						lowerCAmelCase				:			str=16						,						lowerCAmelCase				:			Union[str, Any]=12						,						lowerCAmelCase				:			str=4096						,						lowerCAmelCase				:			Tuple=16						,						lowerCAmelCase				:			str=0.0						,						lowerCAmelCase				:			Union[str, Any]=0.0						,						lowerCAmelCase				:			int="gelu"						,						lowerCAmelCase				:			Any=1024						,						lowerCAmelCase				:			str=0.1						,						lowerCAmelCase				:			Dict=0.0						,						lowerCAmelCase				:			str=0.0						,						lowerCAmelCase				:			Dict=0.02						,						lowerCAmelCase				:			Dict=0.0						,						lowerCAmelCase				:			Tuple=False						,						lowerCAmelCase				:			Optional[Any]=True						,						lowerCAmelCase				:			int=1						,						lowerCAmelCase				:			List[str]=0						,						lowerCAmelCase				:			Optional[Any]=2						,						lowerCAmelCase				:			int=True						,						lowerCAmelCase				:			str=2						,						lowerCAmelCase				:			Optional[int]=2						,						lowerCAmelCase				:			int=False						,						lowerCAmelCase				:			Tuple=100						,						lowerCAmelCase				:			List[Any]=800						,						**lowerCAmelCase				:			Any						,						):
										lowerCAmelCase  =				vocab_size
										lowerCAmelCase  =				max_position_embeddings
										lowerCAmelCase  =				d_model
										lowerCAmelCase  =				encoder_ffn_dim
										lowerCAmelCase  =				encoder_layers
										lowerCAmelCase  =				encoder_attention_heads
										lowerCAmelCase  =				decoder_ffn_dim
										lowerCAmelCase  =				decoder_layers
										lowerCAmelCase  =				decoder_attention_heads
										lowerCAmelCase  =				dropout
										lowerCAmelCase  =				attention_dropout
										lowerCAmelCase  =				activation_dropout
										lowerCAmelCase  =				activation_function
										lowerCAmelCase  =				init_std
										lowerCAmelCase  =				encoder_layerdrop
										lowerCAmelCase  =				decoder_layerdrop
										lowerCAmelCase  =				classifier_dropout
										lowerCAmelCase  =				use_cache
										lowerCAmelCase  =				encoder_layers
										lowerCAmelCase  =				scale_embedding  # scale factor will be sqrt(d_model) if True
										lowerCAmelCase  =				use_prompt
										lowerCAmelCase  =				prompt_length
										lowerCAmelCase  =				prompt_mid_dim

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

										if self.forced_bos_token_id is None and kwargs.get("""force_bos_token_to_be_generated"""						,						lowerCAmelCase					):
														lowerCAmelCase  =				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 __future__ import annotations

from decimal import Decimal
from math import *  # noqa: F403

from sympy import diff





def 							lowercase					(snake_case__   : str      ,       snake_case__   : float | Decimal      ,       snake_case__   : float = 10**-10 )     ->  float:


				'''simple docstring'''






				lowerCAmelCase  =				a
				while True:
								lowerCAmelCase  =				Decimal(snake_case__ ) - (
								    Decimal(eval(snake_case__ ) ) / Decimal(eval(str(diff(snake_case__ ) ) ) )  # noqa: S307
								)
								# This number dictates the accuracy of the answer
								if abs(eval(snake_case__ ) ) < precision:  # noqa: S307
												return float(snake_case__ )


# Let's Execute
if __name__ == "__main__":
		# Find root of trigonometric function
		# Find value of pi
		print(f"""The root of sin(x) = 0 is {newton_raphson("sin(x)", 2)}""")
		# Find root of polynomial
		print(f"""The root of x**2 - 5*x + 2 = 0 is {newton_raphson("x**2 - 5*x + 2", 0.4)}""")
		# Find Square Root of 5
		print(f"""The root of log(x) - 1 = 0 is {newton_raphson("log(x) - 1", 2)}""")
		# Exponential Roots
		print(f"""The root of exp(x) - 1 = 0 is {newton_raphson("exp(x) - 1", 0)}""")





