



from collections import OrderedDict
from typing import Mapping

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


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

_lowercase		:				str      		={
    "facebook/deit-base-distilled-patch16-224": (
        "https://huggingface.co/facebook/deit-base-patch16-224/resolve/main/config.json"
    ),
    # See all DeiT models at https://huggingface.co/models?filter=deit
}

class        snake_case__    (A__		):







						"""simple docstring"""




						__lowerCAmelCase					:str      =					"deit"

						def __init__(       self ,       __lowercase=7_6_8 ,       __lowercase=1_2 ,       __lowercase=1_2 ,       __lowercase=3_0_7_2 ,       __lowercase="gelu" ,       __lowercase=0.0 ,       __lowercase=0.0 ,       __lowercase=0.0_2 ,       __lowercase=1E-12 ,       __lowercase=2_2_4 ,       __lowercase=1_6 ,       __lowercase=3 ,       __lowercase=True ,       __lowercase=1_6 ,       **__lowercase ,       ) ->				List[Any]:
									"""simple docstring"""




									super().__init__(**__lowercase  )

									a__       :						str							=  hidden_size
									a__       :						Union[str, Any]							=  num_hidden_layers
									a__       :						Union[str, Any]							=  num_attention_heads
									a__       :						Dict							=  intermediate_size
									a__       :						str							=  hidden_act
									a__       :						Tuple							=  hidden_dropout_prob
									a__       :						str							=  attention_probs_dropout_prob
									a__       :						Optional[int]							=  initializer_range
									a__       :						Tuple							=  layer_norm_eps
									a__       :						Any							=  image_size
									a__       :						str							=  patch_size
									a__       :						Union[str, Any]							=  num_channels
									a__       :						List[str]							=  qkv_bias
									a__       :						Union[str, Any]							=  encoder_stride




class        snake_case__    (A__		):







						"""simple docstring"""




						__lowerCAmelCase					:List[str]      =					version.parse("1.11"		)

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				Mapping[str, Mapping[int, str]]:
									"""simple docstring"""




									return OrderedDict(
									    [
									        ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
									    ]  )

						@property
						def 							SCREAMING_SNAKE_CASE__(       self  ) ->				float:
									"""simple docstring"""




									return 1E-4









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()




