






"""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


_snake_case          =   logging.get_logger(__name__)

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






class        UpperCamelCase			(	__snake_case      ):
 UpperCamelCase					:       int			=					'''data2vec-vision'''


 def __init__(     self		:						Union[str, Any]							,						UpperCAmelCase__		:						Dict=768							,						UpperCAmelCase__		:						Tuple=12							,						UpperCAmelCase__		:						Dict=12							,						UpperCAmelCase__		:						Optional[Any]=3072							,						UpperCAmelCase__		:						Optional[Any]="gelu"							,						UpperCAmelCase__		:						Union[str, Any]=0.0							,						UpperCAmelCase__		:						Optional[Any]=0.0							,						UpperCAmelCase__		:						str=0.0_2							,						UpperCAmelCase__		:						str=1E-12							,						UpperCAmelCase__		:						str=224							,						UpperCAmelCase__		:						Union[str, Any]=16							,						UpperCAmelCase__		:						Optional[Any]=3							,						UpperCAmelCase__		:						int=False							,						UpperCAmelCase__		:						str=False							,						UpperCAmelCase__		:						int=False							,						UpperCAmelCase__		:						List[str]=False							,						UpperCAmelCase__		:						Optional[Any]=0.1							,						UpperCAmelCase__		:						Dict=0.1							,						UpperCAmelCase__		:						List[str]=True							,						UpperCAmelCase__		:						int=[3, 5, 7, 11]							,						UpperCAmelCase__		:						Tuple=[1, 2, 3, 6]							,						UpperCAmelCase__		:						Tuple=True							,						UpperCAmelCase__		:						Any=0.4							,						UpperCAmelCase__		:						List[str]=256							,						UpperCAmelCase__		:						Optional[int]=1							,						UpperCAmelCase__		:						Optional[Any]=False							,						UpperCAmelCase__		:						Union[str, Any]=255							,						**UpperCAmelCase__		:						Union[str, Any]							,						)					->       Optional[int]:
   super().__init__(**UpperCAmelCase__							)

   _a  :       Tuple             =	hidden_size
   _a  :       Optional[int]             =	num_hidden_layers
   _a  :       Union[str, Any]             =	num_attention_heads
   _a  :       Dict             =	intermediate_size
   _a  :       Any             =	hidden_act
   _a  :       Optional[int]             =	hidden_dropout_prob
   _a  :       Optional[Any]             =	attention_probs_dropout_prob
   _a  :       List[Any]             =	initializer_range
   _a  :       Any             =	layer_norm_eps

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







class        UpperCamelCase			(	__snake_case      ):
 UpperCamelCase					:       int			=					version.parse('''1.11'''      )


 @property
 def _lowercase	(     self		:						int							)					->       Mapping[str, Mapping[int, str]]:
   return OrderedDict(
       [
           ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
       ]							)







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



'''simple docstring'''




import os
import sys
import unittest


lowercase			:				Dict    		=			os.path.abspath(os.path.dirname(os.path.dirname(os.path.dirname(__file__))))
sys.path.append(os.path.join(git_repo_path, 'utils'))

import get_test_info  # noqa: E402
from get_test_info import (  # noqa: E402
    get_model_to_test_mapping,
    get_model_to_tester_mapping,
    get_test_to_tester_mapping,
)


lowercase			:				Any    		=			os.path.join('tests', 'models', 'bert', 'test_modeling_bert.py')
lowercase			:				Optional[int]    		=			os.path.join('tests', 'models', 'blip', 'test_modeling_blip.py')





class  A				(							unittest.TestCase						):





     def 				__lowerCAmelCase							(							self	) ->				List[str]:






         """simple docstring"""






         A       :   Tuple					=						get_test_to_tester_mapping(SCREAMING_SNAKE_CASE	)
         A       :   Any					=						get_test_to_tester_mapping(SCREAMING_SNAKE_CASE	)

         A       :   List[Any]					=						{'''BertModelTest''': '''BertModelTester'''}

         A       :   int					=						{
             '''BlipModelTest''': '''BlipModelTester''',
             '''BlipTextImageModelTest''': '''BlipTextImageModelsModelTester''',
             '''BlipTextModelTest''': '''BlipTextModelTester''',
             '''BlipTextRetrievalModelTest''': '''BlipTextRetrievalModelTester''',
             '''BlipVQAModelTest''': '''BlipVQAModelTester''',
             '''BlipVisionModelTest''': '''BlipVisionModelTester''',
         }

         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)
         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)





     def 				__lowerCAmelCase							(							self	) ->				Any:






         """simple docstring"""






         A       :   Tuple					=						get_model_to_test_mapping(SCREAMING_SNAKE_CASE	)
         A       :   Tuple					=						get_model_to_test_mapping(SCREAMING_SNAKE_CASE	)

         A       :   List[str]					=						{
             '''BertForMaskedLM''': ['''BertModelTest'''],
             '''BertForMultipleChoice''': ['''BertModelTest'''],
             '''BertForNextSentencePrediction''': ['''BertModelTest'''],
             '''BertForPreTraining''': ['''BertModelTest'''],
             '''BertForQuestionAnswering''': ['''BertModelTest'''],
             '''BertForSequenceClassification''': ['''BertModelTest'''],
             '''BertForTokenClassification''': ['''BertModelTest'''],
             '''BertLMHeadModel''': ['''BertModelTest'''],
             '''BertModel''': ['''BertModelTest'''],
         }

         A       :   Union[str, Any]					=						{
             '''BlipForConditionalGeneration''': ['''BlipTextImageModelTest'''],
             '''BlipForImageTextRetrieval''': ['''BlipTextRetrievalModelTest'''],
             '''BlipForQuestionAnswering''': ['''BlipVQAModelTest'''],
             '''BlipModel''': ['''BlipModelTest'''],
             '''BlipTextModel''': ['''BlipTextModelTest'''],
             '''BlipVisionModel''': ['''BlipVisionModelTest'''],
         }

         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)
         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)





     def 				__lowerCAmelCase							(							self	) ->				Optional[int]:






         """simple docstring"""






         A       :   int					=						get_model_to_tester_mapping(SCREAMING_SNAKE_CASE	)
         A       :   Union[str, Any]					=						get_model_to_tester_mapping(SCREAMING_SNAKE_CASE	)

         A       :   Dict					=						{
             '''BertForMaskedLM''': ['''BertModelTester'''],
             '''BertForMultipleChoice''': ['''BertModelTester'''],
             '''BertForNextSentencePrediction''': ['''BertModelTester'''],
             '''BertForPreTraining''': ['''BertModelTester'''],
             '''BertForQuestionAnswering''': ['''BertModelTester'''],
             '''BertForSequenceClassification''': ['''BertModelTester'''],
             '''BertForTokenClassification''': ['''BertModelTester'''],
             '''BertLMHeadModel''': ['''BertModelTester'''],
             '''BertModel''': ['''BertModelTester'''],
         }

         A       :   str					=						{
             '''BlipForConditionalGeneration''': ['''BlipTextImageModelsModelTester'''],
             '''BlipForImageTextRetrieval''': ['''BlipTextRetrievalModelTester'''],
             '''BlipForQuestionAnswering''': ['''BlipVQAModelTester'''],
             '''BlipModel''': ['''BlipModelTester'''],
             '''BlipTextModel''': ['''BlipTextModelTester'''],
             '''BlipVisionModel''': ['''BlipVisionModelTester'''],
         }

         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)
         self.assertEqual(get_test_info.to_json(SCREAMING_SNAKE_CASE	)						,			SCREAMING_SNAKE_CASE	)




