



"""simple docstring"""
from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices


SCREAMING_SNAKE_CASE_				= logging.get_logger(__name__)

SCREAMING_SNAKE_CASE_				= {
    """google/bit-50""": """https://huggingface.co/google/bit-50/resolve/main/config.json""",
}




class 			snake_case_						(						a_     ,a_				):
							__lowerCAmelCase    					=					"bit"
							__lowerCAmelCase    					=					["preactivation", "bottleneck"]
							__lowerCAmelCase    					=					["SAME", "VALID"]






							def __init__(   self			,     a_=3			,     a_=6_4			,     a_=[2_5_6, 5_1_2, 1_0_2_4, 2_0_4_8]			,     a_=[3, 4, 6, 3]			,     a_="preactivation"			,     a_="relu"			,     a_=None			,     a_=3_2			,     a_=0.0			,     a_=False			,     a_=3_2			,     a_=1			,     a_=None			,     a_=None			,     **a_			,     ):
														super().__init__(**a_      )
														if layer_type not in self.layer_types:
																					raise ValueError(F"""layer_type={layer_type} is not one of {','.join(self.layer_types      )}"""      )
														if global_padding is not None:
																					if global_padding.upper() in self.supported_padding:
																												a_     :      int 						=     global_padding.upper()
																					else:
																												raise ValueError(F"""Padding strategy {global_padding} not supported"""      )
														a_     :      Dict 						=     num_channels
														a_     :      Dict 						=     embedding_size
														a_     :      Optional[Any] 						=     hidden_sizes
														a_     :      Optional[int] 						=     depths
														a_     :      Tuple 						=     layer_type
														a_     :      List[Any] 						=     hidden_act
														a_     :      Union[str, Any] 						=     global_padding
														a_     :      List[Any] 						=     num_groups
														a_     :      List[str] 						=     drop_path_rate
														a_     :      List[Any] 						=     embedding_dynamic_padding
														a_     :      List[str] 						=     output_stride
														a_     :      Any 						=     width_factor

														a_     :      List[str] 						=     ["stem"] + [F"""stage{idx}""" for idx in range(1			,     len(a_      ) + 1      )]
														a_     :      List[Any] 						=     get_aligned_output_features_output_indices(
														    out_features=a_			,     out_indices=a_			,     stage_names=self.stage_names      )




"""simple docstring"""
def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__ = 10, SCREAMING_SNAKE_CASE__ = 1_000, SCREAMING_SNAKE_CASE__ = True	)			->      int:
		assert (
		    isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		    and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		    and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		), "Invalid type of value(s) specified to function!"

		if min_val > max_val:
				raise ValueError("Invalid value for min_val or max_val (min_value < max_value)"	)
		return min_val if option else max_val



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)			->      int:
		return int((number_a + number_a) / 2	)



def        lowerCAmelCase_						(							SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)			->      None:
		assert (
		    isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	) and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	) and isinstance(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
		), 'argument values must be type of "int"'

		if lower > higher:
				raise ValueError("argument value for lower and higher must be(lower > higher)"	)

		if not lower < to_guess < higher:
				raise ValueError(
				    "guess value must be within the range of lower and higher value"	)

		def answer(SCREAMING_SNAKE_CASE__	) -> str:
				if number > to_guess:
						return "high"
				elif number < to_guess:
						return "low"
				else:
						return "same"

		print("started..."	)

		a_     :      List[str] 						=     lower
		a_     :      Dict 						=     higher

		a_     :      str 						=     []

		while True:
				a_     :      List[str] 						=     get_avg(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)
				last_numbers.append(SCREAMING_SNAKE_CASE__	)

				if answer(SCREAMING_SNAKE_CASE__	) == "low":
						a_     :      Optional[Any] 						=     number
				elif answer(SCREAMING_SNAKE_CASE__	) == "high":
						a_     :      Union[str, Any] 						=     number
				else:
						break

		print(F"""guess the number : {last_numbers[-1]}"""	)
		print(F"""details : {last_numbers!s}"""	)



def        lowerCAmelCase_						(							)			->      None:
		a_     :      str 						=     int(input("Enter lower value : "	).strip()	)
		a_     :      Dict 						=     int(input("Enter high value : "	).strip()	)
		a_     :      Optional[Any] 						=     int(input("Enter value to guess : "	).strip()	)
		guess_the_number(SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__, SCREAMING_SNAKE_CASE__	)


if __name__ == "__main__":
					main()