





'''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


lowercase__   :				List[str]      =   logging.get_logger(__name__)

lowercase__   :				List[Any]      =   {
    '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   (SCREAMING_SNAKE_CASE__							):
					lowerCAmelCase		      =	'''beit'''


					def __init__(						self						,     _UpperCAmelCase=8192						,     _UpperCAmelCase=768						,     _UpperCAmelCase=12						,     _UpperCAmelCase=12						,     _UpperCAmelCase=3072						,     _UpperCAmelCase="gelu"						,     _UpperCAmelCase=0.0						,     _UpperCAmelCase=0.0						,     _UpperCAmelCase=0.02						,     _UpperCAmelCase=1e-1_2						,     _UpperCAmelCase=224						,     _UpperCAmelCase=16						,     _UpperCAmelCase=3						,     _UpperCAmelCase=False						,     _UpperCAmelCase=False						,     _UpperCAmelCase=False						,     _UpperCAmelCase=False						,     _UpperCAmelCase=0.1						,     _UpperCAmelCase=0.1						,     _UpperCAmelCase=True						,     _UpperCAmelCase=[3, 5, 7, 11]						,     _UpperCAmelCase=[1, 2, 3, 6]						,     _UpperCAmelCase=True						,     _UpperCAmelCase=0.4						,     _UpperCAmelCase=256						,     _UpperCAmelCase=1						,     _UpperCAmelCase=False						,     _UpperCAmelCase=255						,     **_UpperCAmelCase						,     ):

										'''simple docstring'''






										super().__init__(**_UpperCAmelCase)

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

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




class 			SCREAMING_SNAKE_CASE   (SCREAMING_SNAKE_CASE__							):
					lowerCAmelCase		      =	version.parse('''1.11'''							)


					@property
					def 							SCREAMING_SNAKE_CASE  (						self):

										'''simple docstring'''






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


					@property
					def 							SCREAMING_SNAKE_CASE  (						self):

										'''simple docstring'''






										return 1e-4






'''simple docstring'''




import math






def 	_lowerCAmelCase      (  __snake_case  :			int      )					->					bool:

     if 1 < number < 4:
          # 2 and 3 are primes
          return True
     elif number < 2 or number % 2 == 0 or number % 3 == 0:
          # Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
          return False

     # All primes number are in format of 6k +/- 1
     for i in range(5			,							int(math.sqrt(__snake_case      ) + 1      )			,							6      ):
          if number % i == 0 or number % (i + 2) == 0:
               return False
     return True






def 	_lowerCAmelCase      (  __snake_case  :			float = 0.1      )					->					int:
     __A						:			Dict								=	3
     __A						:			int								=	3

     while primes / (2 * j - 1) >= ratio:
          for i in range(j * j + j + 1			,							(j + 2) * (j + 2)			,							j + 1      ):
               primes += is_prime(__snake_case      )
          j += 2
     return j


if __name__ == "__main__":
  import doctest

  doctest.testmod()