


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


snake_case							:	Optional[Any]					      =				logging.get_logger(__name__)

snake_case							:	int					      =				{
    '''facebook/data2vec-vision-base-ft''': (
        '''https://huggingface.co/facebook/data2vec-vision-base-ft/resolve/main/config.json'''
    ),
}







class 	snake_case_       (lowerCamelCase_				):
					UpperCAmelCase__ :   Optional[Any]   				=      '''data2vec-vision'''
					def __init__(				self       :Tuple      ,__snake_case       :Optional[Any]=7_68      ,__snake_case       :List[str]=12      ,__snake_case       :Optional[int]=12      ,__snake_case       :int=30_72      ,__snake_case       :Dict="gelu"      ,__snake_case       :Any=0.0      ,__snake_case       :Any=0.0      ,__snake_case       :Dict=0.02      ,__snake_case       :Any=1E-12      ,__snake_case       :List[str]=2_24      ,__snake_case       :Optional[Any]=16      ,__snake_case       :List[str]=3      ,__snake_case       :int=False      ,__snake_case       :Optional[int]=False      ,__snake_case       :Optional[int]=False      ,__snake_case       :Union[str, Any]=False      ,__snake_case       :int=0.1      ,__snake_case       :List[str]=0.1      ,__snake_case       :List[Any]=True      ,__snake_case       :int=[3, 5, 7, 11]      ,__snake_case       :Optional[Any]=[1, 2, 3, 6]      ,__snake_case       :List[str]=True      ,__snake_case       :Dict=0.4      ,__snake_case       :str=2_56      ,__snake_case       :Optional[int]=1      ,__snake_case       :List[Any]=False      ,__snake_case       :Tuple=2_55      ,**__snake_case       :int      ,) ->   str:
												super().__init__(**__snake_case				)

												a__					=					hidden_size
												a__					=					num_hidden_layers
												a__					=					num_attention_heads
												a__					=					intermediate_size
												a__					=					hidden_act
												a__					=					hidden_dropout_prob
												a__					=					attention_probs_dropout_prob
												a__					=					initializer_range
												a__					=					layer_norm_eps

												a__					=					image_size
												a__					=					patch_size
												a__					=					num_channels
												a__					=					use_mask_token
												a__					=					use_absolute_position_embeddings
												a__					=					use_relative_position_bias
												a__					=					use_shared_relative_position_bias
												a__					=					layer_scale_init_value
												a__					=					drop_path_rate
												a__					=					use_mean_pooling
												# decode head attributes (semantic segmentation)
												a__					=					out_indices
												a__					=					pool_scales
												# auxiliary head attributes (semantic segmentation)
												a__					=					use_auxiliary_head
												a__					=					auxiliary_loss_weight
												a__					=					auxiliary_channels
												a__					=					auxiliary_num_convs
												a__					=					auxiliary_concat_input
												a__					=					semantic_loss_ignore_index







class 	snake_case_       (lowerCamelCase_				):
					UpperCAmelCase__ :   str   				=      version.parse('''1.11'''				)
					@property
					def 			lowerCamelCase__(				self       :str				) ->   Mapping[str, Mapping[int, str]]:
												return OrderedDict(
												    [
												        ('pixel_values', {0: 'batch', 1: 'num_channels', 2: 'height', 3: 'width'}),
												    ]				)



					@property
					def 			lowerCamelCase__(				self       :str				) ->   float:
												return 1E-4








from __future__ import annotations






def 							__lowercase       (			__lowerCAmelCase							:    List[Any] ,   __lowerCAmelCase							:    Optional[Any] ,   __lowerCAmelCase							:    str ,   __lowerCAmelCase							:    List[str]       ):  # noqa: E741
							while r - l > 1:
														a__					=					(l + r) // 2
														if v[m] >= key:
																					a__					=					m
														else:
																					a__					=					m  # noqa: E741
							return r






def 							__lowercase       (			__lowerCAmelCase							:    list[int]       ):
							if len(__lowerCAmelCase       ) == 0:
														return 0

							a__					=					[0] * len(__lowerCAmelCase       )
							a__					=					1

							a__					=					v[0]

							for i in range(1 ,   len(__lowerCAmelCase       )       ):
														if v[i] < tail[0]:
																					a__					=					v[i]
														elif v[i] > tail[length - 1]:
																					a__					=					v[i]
																					length += 1
														else:
																					a__					=					v[i]

							return length


if __name__ == "__main__":
						import doctest

						doctest.testmod()




