


"""simple docstring"""

import copy
from typing import TYPE_CHECKING, Any, Mapping, Optional, OrderedDict

from packaging import version

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging
from ..auto.configuration_auto import AutoConfig


if TYPE_CHECKING:
   from ... import PreTrainedTokenizerBase, TensorType

UpperCAmelCase__  							=logging.get_logger(__name__)





class    lowerCamelCase__						(		__SCREAMING_SNAKE_CASE    ):
      a :     str											=		'vision-encoder-decoder'
      a :     Union[str, Any]											=		True
      def __init__(		self	:	Union[str, Any]      ,       **A_	:	Any							):






       '''simple docstring'''


       super().__init__(**_a							)
       if "encoder" not in kwargs or "decoder" not in kwargs:
        raise ValueError(
            F'''A configuraton of type {self.model_type} cannot be instantiated because '''
            F'''not both `encoder` and `decoder` sub-configurations are passed, but only {kwargs}'''							)

       __lowercase									=	kwargs.pop("""encoder"""							)
       __lowercase									=	encoder_config.pop("""model_type"""							)
       __lowercase									=	kwargs.pop("""decoder"""							)
       __lowercase									=	decoder_config.pop("""model_type"""							)

       __lowercase									=	AutoConfig.for_model(_a      ,       **_a							)
       __lowercase									=	AutoConfig.for_model(_a      ,       **_a							)
       __lowercase									=	True
      @classmethod
      def SCREAMING_SNAKE_CASE_	(		cls	:	Tuple      ,       A_	:	Any      ,       A_	:	Any      ,       **A_	:	List[Any]							):






       '''simple docstring'''


       logger.info("""Setting `config.is_decoder=True` and `config.add_cross_attention=True` for decoder_config"""							)
       __lowercase									=	True
       __lowercase									=	True

       return cls(encoder=encoder_config.to_dict()      ,       decoder=decoder_config.to_dict()      ,       **_a							)






      def SCREAMING_SNAKE_CASE_	(		self	:	Dict							):






       '''simple docstring'''


       __lowercase									=	copy.deepcopy(self.__dict__							)
       __lowercase									=	self.encoder.to_dict()
       __lowercase									=	self.decoder.to_dict()
       __lowercase									=	self.__class__.model_type
       return output






class    lowerCamelCase__						(		__SCREAMING_SNAKE_CASE    ):
      a :     int											=		version.parse("""1.11"""    )
      @property
      def SCREAMING_SNAKE_CASE_	(		self	:	Optional[Any]							):






       '''simple docstring'''


       return OrderedDict(
           [
               ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
           ]							)
      @property
      def SCREAMING_SNAKE_CASE_	(		self	:	List[str]							):






       '''simple docstring'''


       return 1e-4






      @property
      def SCREAMING_SNAKE_CASE_	(		self	:	Any							):






       '''simple docstring'''


       return OrderedDict({"""last_hidden_state""": {0: """batch""", 1: """encoder_sequence"""}}							)






class    lowerCamelCase__						(		__SCREAMING_SNAKE_CASE    ):
      @property
      def SCREAMING_SNAKE_CASE_	(		self	:	Dict							):






       '''simple docstring'''


       __lowercase									=	OrderedDict()
       __lowercase									=	{0: """batch""", 1: """past_decoder_sequence + sequence"""}
       __lowercase									=	{0: """batch""", 1: """past_decoder_sequence + sequence"""}
       __lowercase									=	{0: """batch""", 1: """encoder_sequence"""}

       return common_inputs






      def SCREAMING_SNAKE_CASE_	(		self	:	List[Any]      ,       A_	:	List[Any]      ,       A_	:	List[str] = -1      ,       A_	:	List[str] = -1      ,       A_	:	Dict = False      ,       A_	:	Optional[int] = None      ,       ):






       '''simple docstring'''


       import torch

       __lowercase									=	OrderedDict()

       __lowercase									=	super().generate_dummy_inputs(
           _a      ,       batch_size=_a      ,       seq_length=_a      ,       is_pair=_a      ,       framework=_a							)

       __lowercase							,		__lowercase									=	dummy_input["""input_ids"""].shape
       __lowercase									=	(batch, encoder_sequence, self._config.encoder_hidden_size)
       __lowercase									=	dummy_input.pop("""input_ids"""							)
       __lowercase									=	dummy_input.pop("""attention_mask"""							)
       __lowercase									=	torch.zeros(_a							)

       return common_inputs






class    lowerCamelCase__						(		__SCREAMING_SNAKE_CASE    ):
      @property
      def SCREAMING_SNAKE_CASE_	(		self	:	Tuple							):






       '''simple docstring'''


       pass
      def SCREAMING_SNAKE_CASE_	(		self	:	Any      ,       A_	:	str							):






       '''simple docstring'''


       return VisionEncoderDecoderEncoderOnnxConfig(_a							)






      def SCREAMING_SNAKE_CASE_	(		self	:	Optional[Any]      ,       A_	:	List[str]      ,       A_	:	Any      ,       A_	:	Tuple = "default"							):






       '''simple docstring'''


       __lowercase									=	encoder_config.hidden_size
       return VisionEncoderDecoderDecoderOnnxConfig(_a      ,       _a							)




"""simple docstring"""

import inspect
import unittest





class    lowerCamelCase__						(		unittest.TestCase    ):
      def SCREAMING_SNAKE_CASE_	(		self	:	int							):






       '''simple docstring'''


       try:
        import diffusers  # noqa: F401
       except ImportError:
        assert False






      def SCREAMING_SNAKE_CASE_	(		self	:	Optional[Any]							):






       '''simple docstring'''


       import diffusers
       from diffusers.dependency_versions_table import deps

       __lowercase									=	inspect.getmembers(A_      ,       inspect.isclass							)

       for cls_name, cls_module in all_classes:
        if "dummy_" in cls_module.__module__:
         for backend in cls_module._backends:
          if backend == "k_diffusion":
           __lowercase									=	"""k-diffusion"""
          elif backend == "invisible_watermark":
           __lowercase									=	"""invisible-watermark"""
          assert backend in deps, F'''{backend} is not in the deps table!'''
