





'''simple docstring'''


from __future__ import annotations

import math


def 	__a(SCREAMING_SNAKE_CASE_  :					float		,       SCREAMING_SNAKE_CASE_  :					int    ):



    '''simple docstring'''





    _lowerCAmelCase				=      u
    for i in range(1		,       SCREAMING_SNAKE_CASE_    ):
        _lowerCAmelCase				=      temp * (u - i)
    return temp


def 	__a():



    '''simple docstring'''





    _lowerCAmelCase				=      int(input("enter the numbers of values: "    )    )
    _lowerCAmelCase				=      []
    for _ in range(SCREAMING_SNAKE_CASE_    ):
        y.append([]    )
    for i in range(SCREAMING_SNAKE_CASE_    ):
        for j in range(SCREAMING_SNAKE_CASE_    ):
            y[i].append(SCREAMING_SNAKE_CASE_    )
            _lowerCAmelCase				=      0

    print("enter the values of parameters in a list: "    )
    _lowerCAmelCase				=      list(map(SCREAMING_SNAKE_CASE_		,       input().split()    )    )

    print("enter the values of corresponding parameters: "    )
    for i in range(SCREAMING_SNAKE_CASE_    ):
        _lowerCAmelCase				=      float(input()    )

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

    # for calculating forward difference table

    for i in range(1		,       SCREAMING_SNAKE_CASE_    ):
        for j in range(n - i    ):
            _lowerCAmelCase				=      y[j + 1][i - 1] - y[j][i - 1]

    _lowerCAmelCase				=      y[0][0]
    for i in range(1		,       SCREAMING_SNAKE_CASE_    ):
        summ += (ucal(SCREAMING_SNAKE_CASE_		,       SCREAMING_SNAKE_CASE_    ) * y[0][i]) / math.factorial(SCREAMING_SNAKE_CASE_    )

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


if __name__ == "__main__":
       main()









'''simple docstring'''


import jax.numpy as jnp

from ...utils import logging
from ..ta.modeling_flax_ta import FlaxTaEncoderModel, FlaxTaForConditionalGeneration, FlaxTaModel
from .configuration_mta import MTaConfig


_SCREAMING_SNAKE_CASE	 =							logging.get_logger(__name__)

_SCREAMING_SNAKE_CASE	 =							"T5Config"


def 	__a(SCREAMING_SNAKE_CASE_  :					jnp.array		,       SCREAMING_SNAKE_CASE_  :					int		,       SCREAMING_SNAKE_CASE_  :					int    ):



    '''simple docstring'''





    _lowerCAmelCase				=      jnp.zeros_like(SCREAMING_SNAKE_CASE_    )
    _lowerCAmelCase				=      shifted_input_ids.at[:, 1:].set(input_ids[:, :-1]    )
    _lowerCAmelCase				=      shifted_input_ids.at[:, 0].set(SCREAMING_SNAKE_CASE_    )

    _lowerCAmelCase				=      jnp.where(shifted_input_ids == -100		,       SCREAMING_SNAKE_CASE_		,       SCREAMING_SNAKE_CASE_    )
    return shifted_input_ids

class    lowerCAmelCase_		(		__magic_name__		):
 __lowerCamelCase						:							List[str]         =					"mt5"
 __lowerCamelCase						:							Any         =					MTaConfig







class    lowerCAmelCase_		(		__magic_name__		):
 __lowerCamelCase						:							List[str]         =					"mt5"
 __lowerCamelCase						:							Dict         =					MTaConfig







class    lowerCAmelCase_		(		__magic_name__		):
 __lowerCamelCase						:							Optional[Any]         =					"mt5"
 __lowerCamelCase						:							str         =					MTaConfig


