


'''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


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

lowerCamelCase							:   Optional[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   __lowerCAmelCase						(lowercase_     ):





      '''simple docstring'''






      lowerCAmelCase__					:     Dict  					=							"""beit"""



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

             '''simple docstring'''







             super().__init__(**UpperCamelCase )

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

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






class   __lowerCAmelCase						(lowercase_     ):





      '''simple docstring'''






      lowerCAmelCase__					:     Optional[Any]  					=							version.parse("""1.11"""     )



      @property
      def       UpperCamelCase__		(self    :    Dict ):

             '''simple docstring'''







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






      @property
      def       UpperCamelCase__		(self    :    str ):

             '''simple docstring'''







             return 1E-4








'''simple docstring'''

import unittest

from transformers import DonutProcessor


lowerCamelCase							:   Tuple  						=	'naver-clova-ix/donut-base'
class   __lowerCAmelCase						(unittest.TestCase     ):





      '''simple docstring'''






      def       UpperCamelCase__		(self    :    int ):

             '''simple docstring'''







             lowercase__      			= DonutProcessor.from_pretrained(UpperCamelCase )






      def       UpperCamelCase__		(self    :    Tuple ):

             '''simple docstring'''







             lowercase__      			= {
                 '''name''': '''John Doe''',
                 '''age''': '''99''',
                 '''city''': '''Atlanta''',
                 '''state''': '''GA''',
                 '''zip''': '''30301''',
                 '''phone''': '''123-4567''',
                 '''nicknames''': [{'''nickname''': '''Johnny'''}, {'''nickname''': '''JD'''}],
             }

             lowercase__      			= (
                 '''<s_name>John Doe</s_name><s_age>99</s_age><s_city>Atlanta</s_city>'''
                 '''<s_state>GA</s_state><s_zip>30301</s_zip><s_phone>123-4567</s_phone>'''
                 '''<s_nicknames><s_nickname>Johnny</s_nickname>'''
                 '''<sep/><s_nickname>JD</s_nickname></s_nicknames>'''
             )
             lowercase__      			= self.processor.tokenajson(UpperCamelCase )

             self.assertDictEqual(UpperCamelCase   ,						UpperCamelCase )




