






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       :		Dict							=    logging.get_logger(__name__)

__UpperCamelCase       :		Union[str, 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(						snake_case_						):
							_UpperCAmelCase			     =							'''beit'''
							def __init__(  self:   str							,						UpperCamelCase:   str=81_92							,						UpperCamelCase:   Tuple=7_68							,						UpperCamelCase:   Dict=12							,						UpperCamelCase:   int=12							,						UpperCamelCase:   Optional[Any]=30_72							,						UpperCamelCase:   Dict="gelu"							,						UpperCamelCase:   Optional[int]=0.0							,						UpperCamelCase:   str=0.0							,						UpperCamelCase:   int=0.02							,						UpperCamelCase:   str=1e-12							,						UpperCamelCase:   List[str]=2_24							,						UpperCamelCase:   Optional[Any]=16							,						UpperCamelCase:   Union[str, Any]=3							,						UpperCamelCase:   Tuple=False							,						UpperCamelCase:   List[Any]=False							,						UpperCamelCase:   str=False							,						UpperCamelCase:   List[Any]=False							,						UpperCamelCase:   Dict=0.1							,						UpperCamelCase:   Optional[int]=0.1							,						UpperCamelCase:   Tuple=True							,						UpperCamelCase:   Any=[3, 5, 7, 11]							,						UpperCamelCase:   Optional[Any]=[1, 2, 3, 6]							,						UpperCamelCase:   Tuple=True							,						UpperCamelCase:   List[str]=0.4							,						UpperCamelCase:   str=2_56							,						UpperCamelCase:   List[str]=1							,						UpperCamelCase:   Union[str, Any]=False							,						UpperCamelCase:   Optional[Any]=2_55							,						**UpperCamelCase:   Any							,						)		->		List[str]:
											super().__init__(**UpperCamelCase__    )

											snake_case__						=  vocab_size
											snake_case__						=  hidden_size
											snake_case__						=  num_hidden_layers
											snake_case__						=  num_attention_heads
											snake_case__						=  intermediate_size
											snake_case__						=  hidden_act
											snake_case__						=  hidden_dropout_prob
											snake_case__						=  attention_probs_dropout_prob
											snake_case__						=  initializer_range
											snake_case__						=  layer_norm_eps

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


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


							@property
							def lowerCAmelCase_			(  self:   Tuple    )		->		float:
											return 1e-4








"""simple docstring"""



from .imports import is_tqdm_available


if is_tqdm_available():
  from tqdm.auto import tqdm as _tqdm

from ..state import PartialState







def     __lowerCAmelCase		(		lowercase    :    bool = True		,				*lowercase    :    str		,				**lowercase    :    List[Any]					)      ->		List[Any]:


    """simple docstring"""





    if not is_tqdm_available():
        raise ImportError("Accelerate's `tqdm` module requires `tqdm` to be installed. Please run `pip install tqdm`."					)
    snake_case       : Dict    =       False
    if main_process_only:
        snake_case       : int    =       PartialState().local_process_index == 0
    return _tqdm(*lowercase		,				**lowercase		,				disable=lowercase					)





