


'''simple docstring'''

import os
import sys
import unittest


a_  :				Optional[Any]						= 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,
)


a_  :				List[str]						= os.path.join("""tests""", """models""", """bert""", """test_modeling_bert.py""")
a_  :				Tuple						= os.path.join("""tests""", """models""", """blip""", """test_modeling_blip.py""")





class      snake_case    (    unittest.TestCase			):





  """simple docstring"""




  def   snake_case		(    self     ):







   """simple docstring"""
   lowerCamelCase_      =  get_test_to_tester_mapping(UpperCamelCase     )
   lowerCamelCase_      =  get_test_to_tester_mapping(UpperCamelCase     )

   lowerCamelCase_      =  {"BertModelTest": "BertModelTester"}

   lowerCamelCase_      =  {
       "BlipModelTest": "BlipModelTester",
       "BlipTextImageModelTest": "BlipTextImageModelsModelTester",
       "BlipTextModelTest": "BlipTextModelTester",
       "BlipTextRetrievalModelTest": "BlipTextRetrievalModelTester",
       "BlipVQAModelTest": "BlipVQAModelTester",
       "BlipVisionModelTest": "BlipVisionModelTester",
   }

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






  def   snake_case		(    self     ):







   """simple docstring"""
   lowerCamelCase_      =  get_model_to_test_mapping(UpperCamelCase     )
   lowerCamelCase_      =  get_model_to_test_mapping(UpperCamelCase     )

   lowerCamelCase_      =  {
       "BertForMaskedLM": ["BertModelTest"],
       "BertForMultipleChoice": ["BertModelTest"],
       "BertForNextSentencePrediction": ["BertModelTest"],
       "BertForPreTraining": ["BertModelTest"],
       "BertForQuestionAnswering": ["BertModelTest"],
       "BertForSequenceClassification": ["BertModelTest"],
       "BertForTokenClassification": ["BertModelTest"],
       "BertLMHeadModel": ["BertModelTest"],
       "BertModel": ["BertModelTest"],
   }

   lowerCamelCase_      =  {
       "BlipForConditionalGeneration": ["BlipTextImageModelTest"],
       "BlipForImageTextRetrieval": ["BlipTextRetrievalModelTest"],
       "BlipForQuestionAnswering": ["BlipVQAModelTest"],
       "BlipModel": ["BlipModelTest"],
       "BlipTextModel": ["BlipTextModelTest"],
       "BlipVisionModel": ["BlipVisionModelTest"],
   }

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







  def   snake_case		(    self     ):







   """simple docstring"""
   lowerCamelCase_      =  get_model_to_tester_mapping(UpperCamelCase     )
   lowerCamelCase_      =  get_model_to_tester_mapping(UpperCamelCase     )

   lowerCamelCase_      =  {
       "BertForMaskedLM": ["BertModelTester"],
       "BertForMultipleChoice": ["BertModelTester"],
       "BertForNextSentencePrediction": ["BertModelTester"],
       "BertForPreTraining": ["BertModelTester"],
       "BertForQuestionAnswering": ["BertModelTester"],
       "BertForSequenceClassification": ["BertModelTester"],
       "BertForTokenClassification": ["BertModelTester"],
       "BertLMHeadModel": ["BertModelTester"],
       "BertModel": ["BertModelTester"],
   }

   lowerCamelCase_      =  {
       "BlipForConditionalGeneration": ["BlipTextImageModelsModelTester"],
       "BlipForImageTextRetrieval": ["BlipTextRetrievalModelTester"],
       "BlipForQuestionAnswering": ["BlipVQAModelTester"],
       "BlipModel": ["BlipModelTester"],
       "BlipTextModel": ["BlipTextModelTester"],
       "BlipVisionModel": ["BlipVisionModelTester"],
   }

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











from ...configuration_utils import PretrainedConfig
from ...utils import logging


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

lowerCamelCase       :       List[str]        =				{
    '''google/canine-s''': '''https://huggingface.co/google/canine-s/resolve/main/config.json''',
    # See all CANINE models at https://huggingface.co/models?filter=canine
}

class 						lowerCAmelCase   (       __a	):

					'''simple docstring'''

					_A  :	List[Any]     =					'''canine'''



					def __init__(     self :		List[str]						,   __a :		Optional[int]=768						,   __a :		Any=12						,   __a :		Any=12						,   __a :		Dict=3072						,   __a :		Dict="gelu"						,   __a :		List[Any]=0.1						,   __a :		List[Any]=0.1						,   __a :		Tuple=16384						,   __a :		List[Any]=16						,   __a :		List[Any]=0.02						,   __a :		Optional[Any]=1E-12						,   __a :		Dict=0						,   __a :		List[Any]=0xe_0_0_0						,   __a :		Optional[int]=0xe_0_0_1						,   __a :		Any=4						,   __a :		Dict=4						,   __a :		Optional[int]=8						,   __a :		Any=16384						,   __a :		Optional[Any]=128						,   **__a :		List[str]						,   )	->     Union[str, Any]:


												"""simple docstring"""

												super().__init__(pad_token_id=__a						,   bos_token_id=__a						,   eos_token_id=__a						,   **__a							)

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

												# Character config:
												__lowercase					:							int			=   downsampling_rate
												__lowercase					:							str			=   upsampling_kernel_size
												__lowercase					:							Union[str, Any]			=   num_hash_functions
												__lowercase					:							Optional[Any]			=   num_hash_buckets
												__lowercase					:							Optional[int]			=   local_transformer_stride