

'''simple docstring'''





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


UpperCamelCase_    						=       logging.get_logger(__name__)

UpperCamelCase_    						=       {
    """microsoft/beit-base-patch16-224-pt22k""": (
        """https://huggingface.co/microsoft/beit-base-patch16-224-pt22k/resolve/main/config.json"""
    ),
    # See all BEiT models at https://huggingface.co/models?filter=beit
}





class 		__SCREAMING_SNAKE_CASE							(			lowercase__      ):
				lowerCamelCase_		       =    'beit'







				def __init__(       self     :		Union[str, Any]		,					UpperCAmelCase__     :		Any=8192		,					UpperCAmelCase__     :		Optional[int]=768		,					UpperCAmelCase__     :		Union[str, Any]=12		,					UpperCAmelCase__     :		Optional[Any]=12		,					UpperCAmelCase__     :		str=3072		,					UpperCAmelCase__     :		Dict="gelu"		,					UpperCAmelCase__     :		Dict=0.0		,					UpperCAmelCase__     :		Optional[Any]=0.0		,					UpperCAmelCase__     :		int=0.02		,					UpperCAmelCase__     :		str=1E-12		,					UpperCAmelCase__     :		str=224		,					UpperCAmelCase__     :		Optional[Any]=16		,					UpperCAmelCase__     :		int=3		,					UpperCAmelCase__     :		Dict=False		,					UpperCAmelCase__     :		List[str]=False		,					UpperCAmelCase__     :		int=False		,					UpperCAmelCase__     :		int=False		,					UpperCAmelCase__     :		Dict=0.1		,					UpperCAmelCase__     :		Optional[Any]=0.1		,					UpperCAmelCase__     :		Any=True		,					UpperCAmelCase__     :		List[Any]=[3, 5, 7, 11]		,					UpperCAmelCase__     :		List[str]=[1, 2, 3, 6]		,					UpperCAmelCase__     :		Dict=True		,					UpperCAmelCase__     :		Union[str, Any]=0.4		,					UpperCAmelCase__     :		List[Any]=256		,					UpperCAmelCase__     :		List[Any]=1		,					UpperCAmelCase__     :		Union[str, Any]=False		,					UpperCAmelCase__     :		Optional[int]=255		,					**UpperCAmelCase__     :		Tuple		,					):
										'''simple docstring'''
										super().__init__(**UpperCAmelCase__   )

										lowercase :							List[str]    		=vocab_size
										lowercase :							str    		=hidden_size
										lowercase :							Any    		=num_hidden_layers
										lowercase :							List[str]    		=num_attention_heads
										lowercase :							List[Any]    		=intermediate_size
										lowercase :							Optional[int]    		=hidden_act
										lowercase :							Optional[int]    		=hidden_dropout_prob
										lowercase :							Any    		=attention_probs_dropout_prob
										lowercase :							List[str]    		=initializer_range
										lowercase :							int    		=layer_norm_eps

										lowercase :							str    		=image_size
										lowercase :							Union[str, Any]    		=patch_size
										lowercase :							Tuple    		=num_channels
										lowercase :							List[Any]    		=use_mask_token
										lowercase :							Optional[int]    		=use_absolute_position_embeddings
										lowercase :							Any    		=use_relative_position_bias
										lowercase :							int    		=use_shared_relative_position_bias
										lowercase :							str    		=layer_scale_init_value
										lowercase :							int    		=drop_path_rate
										lowercase :							Optional[int]    		=use_mean_pooling
										# decode head attributes (semantic segmentation)
										lowercase :							Dict    		=out_indices
										lowercase :							int    		=pool_scales
										# auxiliary head attributes (semantic segmentation)
										lowercase :							Optional[Any]    		=use_auxiliary_head
										lowercase :							Optional[int]    		=auxiliary_loss_weight
										lowercase :							Optional[int]    		=auxiliary_channels
										lowercase :							Any    		=auxiliary_num_convs
										lowercase :							Tuple    		=auxiliary_concat_input
										lowercase :							List[Any]    		=semantic_loss_ignore_index





class 		__SCREAMING_SNAKE_CASE							(			lowercase__      ):
				lowerCamelCase_		       =    version.parse('1.11'      )







				@property
				def  lowerCamelCase_	(       self     :		List[str]   ):
										'''simple docstring'''
										return OrderedDict(
										    [
										        ('''pixel_values''', {0: '''batch''', 1: '''num_channels''', 2: '''height''', 3: '''width'''}),
										    ]   )







				@property
				def  lowerCamelCase_	(       self     :		Optional[int]   ):
										'''simple docstring'''
										return 1E-4








'''simple docstring'''





from __future__ import annotations






def 				_lowerCAmelCase			(   __magic_name__						:     list[float]						)				->  float:
						lowercase :							Any    		=0.0_0
						lowercase :							Tuple    		=0
						for resistor in resistors:
												if resistor <= 0:
																		lowercase :							Dict    		=f'''Resistor at index {index} has a negative or zero value!'''
																		raise ValueError(__magic_name__						)
												first_sum += 1 / float(__magic_name__						)
												index += 1
						return 1 / first_sum






def 				_lowerCAmelCase			(   __magic_name__						:     list[float]						)				->  float:
						lowercase :							Optional[Any]    		=0.0_0
						lowercase :							int    		=0
						for resistor in resistors:
												sum_r += resistor
												if resistor < 0:
																		lowercase :							Tuple    		=f'''Resistor at index {index} has a negative value!'''
																		raise ValueError(__magic_name__						)
												index += 1
						return sum_r


if __name__ == "__main__":
							import doctest

							doctest.testmod()





