



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


_lowercase		:				Optional[int]      		=logging.get_logger(__name__)

_lowercase		:				Dict      		={"ctrl": "https://huggingface.co/ctrl/resolve/main/config.json"}

class        snake_case__    (A__		):







						"""simple docstring"""




						__lowerCAmelCase					:List[str]      =					"ctrl"
						__lowerCAmelCase					:Union[str, Any]      =					["past_key_values"]
						__lowerCAmelCase					:Union[str, Any]      =					{
						    "max_position_embeddings": "n_positions",
						    "hidden_size": "n_embd",
						    "num_attention_heads": "n_head",
						    "num_hidden_layers": "n_layer",
						}

						def __init__(       self ,       __lowercase=2_4_6_5_3_4 ,       __lowercase=2_5_6 ,       __lowercase=1_2_8_0 ,       __lowercase=8_1_9_2 ,       __lowercase=4_8 ,       __lowercase=1_6 ,       __lowercase=0.1 ,       __lowercase=0.1 ,       __lowercase=1E-6 ,       __lowercase=0.0_2 ,       __lowercase=True ,       **__lowercase ,       ) ->				Dict:
									"""simple docstring"""




									a__       :						List[str]							=  vocab_size
									a__       :						str							=  n_positions
									a__       :						Tuple							=  n_embd
									a__       :						Optional[int]							=  n_layer
									a__       :						int							=  n_head
									a__       :						Union[str, Any]							=  dff
									a__       :						List[str]							=  resid_pdrop
									a__       :						List[Any]							=  embd_pdrop
									a__       :						Optional[int]							=  layer_norm_epsilon
									a__       :						List[str]							=  initializer_range

									a__       :						str							=  use_cache

									super().__init__(**__lowercase  )









from __future__ import annotations

import math

def      lowerCAmelCase_					(  _lowercase    :       float						,       _lowercase    :       int)							->	float:







			"""simple docstring"""
			a__       :						Union[str, Any]							=  u
			for i in range(1						,       _lowercase):
						a__       :						Optional[int]							=  temp * (u - i)
			return temp

def      lowerCAmelCase_					(  )							->	None:







			"""simple docstring"""
			a__       :						Tuple							=  int(input("""enter the numbers of values: """))
			a__       :						list[list[float]]							=  []
			for _ in range(_lowercase):
						y.append([])
			for i in range(_lowercase):
						for j in range(_lowercase):
									y[i].append(_lowercase)
									a__       :						Optional[Any]							=  0

			print("""enter the values of parameters in a list: """)
			a__       :						List[Any]							=  list(map(_lowercase						,       input().split()))

			print("""enter the values of corresponding parameters: """)
			for i in range(_lowercase):
						a__       :						Optional[Any]							=  float(input())

			a__       :						Tuple							=  int(input("""enter the value to interpolate: """))
			a__       :						int							=  (value - x[0]) / (x[1] - x[0])

			# for calculating forward difference table

			for i in range(1						,       _lowercase):
						for j in range(n - i):
									a__       :						int							=  y[j + 1][i - 1] - y[j][i - 1]

			a__       :						Optional[int]							=  y[0][0]
			for i in range(1						,       _lowercase):
						summ += (ucal(_lowercase						,       _lowercase) * y[0][i]) / math.factorial(_lowercase)

			print(F'''the value at {value} is {summ}''')


if __name__ == "__main__":
		main()




