
'''simple docstring'''



import os
import sys
import unittest


_lowercase          =						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          =						os.path.join("""tests""", """models""", """bert""", """test_modeling_bert.py""")
_lowercase          =						os.path.join("""tests""", """models""", """blip""", """test_modeling_blip.py""")




class     UpperCAmelCase_	(						unittest.TestCase					):






						'''simple docstring'''






						def    _lowercase      (   self ):

												"""simple docstring"""



												_lowerCAmelCase    		=					get_test_to_tester_mapping(_lowercase )
												_lowerCAmelCase    		=					get_test_to_tester_mapping(_lowercase )

												_lowerCAmelCase    		=					{"""BertModelTest""": """BertModelTester"""}

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

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




						def    _lowercase      (   self ):

												"""simple docstring"""



												_lowerCAmelCase    		=					get_model_to_test_mapping(_lowercase )
												_lowerCAmelCase    		=					get_model_to_test_mapping(_lowercase )

												_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(_lowercase )       ,  _lowercase )
												self.assertEqual(get_test_info.to_json(_lowercase )       ,  _lowercase )




						def    _lowercase      (   self ):

												"""simple docstring"""



												_lowerCAmelCase    		=					get_model_to_tester_mapping(_lowercase )
												_lowerCAmelCase    		=					get_model_to_tester_mapping(_lowercase )

												_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(_lowercase )       ,  _lowercase )
												self.assertEqual(get_test_info.to_json(_lowercase )       ,  _lowercase )


'''simple docstring'''



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


_lowercase          =						logging.get_logger(__name__)

_lowercase          =						{
    """edbeeching/decision-transformer-gym-hopper-medium""": (
        """https://huggingface.co/edbeeching/decision-transformer-gym-hopper-medium/resolve/main/config.json"""
    ),
    # See all DecisionTransformer models at https://huggingface.co/models?filter=decision_transformer
}




class     UpperCAmelCase_	(						_SCREAMING_SNAKE_CASE					):






						'''simple docstring'''






						_lowercase						: List[str]										=  '''decision_transformer'''
						_lowercase						: Optional[Any]										=  ['''past_key_values''']
						_lowercase						: str										=  {
						    '''max_position_embeddings''': '''n_positions''',
						    '''num_attention_heads''': '''n_head''',
						    '''num_hidden_layers''': '''n_layer''',
						}




						def __init__(   self       ,  _lowercase=17       ,  _lowercase=4       ,  _lowercase=128       ,  _lowercase=4_096       ,  _lowercase=True       ,  _lowercase=1       ,  _lowercase=1_024       ,  _lowercase=3       ,  _lowercase=1       ,  _lowercase=None       ,  _lowercase="relu"       ,  _lowercase=0.1       ,  _lowercase=0.1       ,  _lowercase=0.1       ,  _lowercase=1e-5       ,  _lowercase=0.02       ,  _lowercase=True       ,  _lowercase=True       ,  _lowercase=50_256       ,  _lowercase=50_256       ,  _lowercase=False       ,  _lowercase=False       ,  **_lowercase       ,  ):

												"""simple docstring"""



												_lowerCAmelCase    		=					state_dim
												_lowerCAmelCase    		=					act_dim
												_lowerCAmelCase    		=					hidden_size
												_lowerCAmelCase    		=					max_ep_len
												_lowerCAmelCase    		=					action_tanh
												_lowerCAmelCase    		=					vocab_size
												_lowerCAmelCase    		=					n_positions
												_lowerCAmelCase    		=					n_layer
												_lowerCAmelCase    		=					n_head
												_lowerCAmelCase    		=					n_inner
												_lowerCAmelCase    		=					activation_function
												_lowerCAmelCase    		=					resid_pdrop
												_lowerCAmelCase    		=					embd_pdrop
												_lowerCAmelCase    		=					attn_pdrop
												_lowerCAmelCase    		=					layer_norm_epsilon
												_lowerCAmelCase    		=					initializer_range
												_lowerCAmelCase    		=					scale_attn_weights
												_lowerCAmelCase    		=					use_cache
												_lowerCAmelCase    		=					scale_attn_by_inverse_layer_idx
												_lowerCAmelCase    		=					reorder_and_upcast_attn

												_lowerCAmelCase    		=					bos_token_id
												_lowerCAmelCase    		=					eos_token_id

												super().__init__(bos_token_id=_lowercase       ,  eos_token_id=_lowercase       ,  **_lowercase )
