
from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


__lowerCamelCase							=       logging.get_logger(__name__)

__lowerCamelCase							=       {
    """junnyu/roformer_chinese_small""": """https://huggingface.co/junnyu/roformer_chinese_small/resolve/main/config.json""",
    """junnyu/roformer_chinese_base""": """https://huggingface.co/junnyu/roformer_chinese_base/resolve/main/config.json""",
    """junnyu/roformer_chinese_char_small""": (
        """https://huggingface.co/junnyu/roformer_chinese_char_small/resolve/main/config.json"""
    ),
    """junnyu/roformer_chinese_char_base""": (
        """https://huggingface.co/junnyu/roformer_chinese_char_base/resolve/main/config.json"""
    ),
    """junnyu/roformer_small_discriminator""": (
        """https://huggingface.co/junnyu/roformer_small_discriminator/resolve/main/config.json"""
    ),
    """junnyu/roformer_small_generator""": (
        """https://huggingface.co/junnyu/roformer_small_generator/resolve/main/config.json"""
    ),
    # See all RoFormer models at https://huggingface.co/models?filter=roformer
}






class   UpperCAmelCase		(						A_ ):
   A__					:		Tuple						     =     "roformer"



   def __init__(self		:					int    ,						snake_case__		:					Optional[Any]=5_00_00    ,						snake_case__		:					Optional[int]=None    ,						snake_case__		:					Any=7_68    ,						snake_case__		:					Optional[int]=12    ,						snake_case__		:					Optional[int]=12    ,						snake_case__		:					Union[str, Any]=30_72    ,						snake_case__		:					Optional[int]="gelu"    ,						snake_case__		:					int=0.1    ,						snake_case__		:					Dict=0.1    ,						snake_case__		:					Tuple=15_36    ,						snake_case__		:					List[str]=2    ,						snake_case__		:					str=0.02    ,						snake_case__		:					Dict=1e-12    ,						snake_case__		:					Any=0    ,						snake_case__		:					str=False    ,						snake_case__		:					Dict=True    ,						**snake_case__		:					Optional[Any]    ,						)		->	Dict:


          '''simple docstring'''


          super().__init__(pad_token_id=snake_case__    ,						**snake_case__ )

          snake_case       :   List[Any]							=      vocab_size
          snake_case       :   Any							=      hidden_size if embedding_size is None else embedding_size
          snake_case       :   Tuple							=      hidden_size
          snake_case       :   str							=      num_hidden_layers
          snake_case       :   int							=      num_attention_heads
          snake_case       :   Optional[int]							=      hidden_act
          snake_case       :   Optional[int]							=      intermediate_size
          snake_case       :   int							=      hidden_dropout_prob
          snake_case       :   List[str]							=      attention_probs_dropout_prob
          snake_case       :   str							=      max_position_embeddings
          snake_case       :   Union[str, Any]							=      type_vocab_size
          snake_case       :   List[Any]							=      initializer_range
          snake_case       :   Optional[int]							=      layer_norm_eps
          snake_case       :   Optional[Any]							=      rotary_value
          snake_case       :   Union[str, Any]							=      use_cache






class   UpperCAmelCase		(						A_ ):



   @property
   def 				_SCREAMING_SNAKE_CASE   (self		:					Optional[int] )		->	Mapping[str, Mapping[int, str]]:


          '''simple docstring'''


          if self.task == "multiple-choice":
                 snake_case       :   Any							=      {0: "batch", 1: "choice", 2: "sequence"}
          else:
                 snake_case       :   Tuple							=      {0: "batch", 1: "sequence"}
          snake_case       :   str							=      {0: "batch", 1: "sequence"}
          return OrderedDict(
              [
                  ("input_ids", dynamic_axis),
                  ("attention_mask", dynamic_axis),
                  ("token_type_ids", dynamic_axis),
              ] )









"""simple docstring"""






from importlib import import_module

from .logging import get_logger


UpperCAmelCase    :     Any   						=		get_logger(__name__)





class      lowerCamelCase__   :







					"""simple docstring"""


					def __init__(       self    : Optional[int] ,       UpperCamelCase    : List[Any] ,       UpperCamelCase    : int=None  ):
												'''simple docstring'''






												__UpperCAmelCase   :						Tuple      							=					attrs or []
												if module is not None:
																			for key in module.__dict__:
																										if key in attrs or not key.startswith("""__"""  ):
																																	setattr(self ,       UpperCamelCase ,       getattr(UpperCamelCase ,       UpperCamelCase  )  )
												__UpperCAmelCase   :						Any      							=					module._original_module if isinstance(UpperCamelCase ,       _PatchedModuleObj  ) else module






class      lowerCamelCase__   :







					"""simple docstring"""


					__a	       =							[]






					def __init__(       self    : str ,       UpperCamelCase    : Tuple ,       UpperCamelCase    : str ,       UpperCamelCase    : List[str] ,       UpperCamelCase    : Optional[Any]=None  ):
												'''simple docstring'''






												__UpperCAmelCase   :						int      							=					obj
												__UpperCAmelCase   :						Union[str, Any]      							=					target
												__UpperCAmelCase   :						List[str]      							=					new
												__UpperCAmelCase   :						Optional[int]      							=					target.split("""."""  )[0]
												__UpperCAmelCase   :						Tuple      							=					{}
												__UpperCAmelCase   :						Union[str, Any]      							=					attrs or []






					def __enter__(       self    : Dict  ):
												'''simple docstring'''






												*__UpperCAmelCase							,__UpperCAmelCase   :						str      							=					self.target.split("""."""  )

												# Patch modules:
												# it's used to patch attributes of submodules like "os.path.join";
												# in this case we need to patch "os" and "os.path"

												for i in range(len(UpperCamelCase  )  ):
																			try:
																										__UpperCAmelCase   :						List[Any]      							=					import_module(""".""".join(submodules[: i + 1]  )  )
																			except ModuleNotFoundError:
																										continue
																			# We iterate over all the globals in self.obj in case we find "os" or "os.path"
																			for attr in self.obj.__dir__():
																										__UpperCAmelCase   :						List[Any]      							=					getattr(self.obj ,       UpperCamelCase  )
																										# We don't check for the name of the global, but rather if its value *is* "os" or "os.path".
																										# This allows to patch renamed modules like "from os import path as ospath".
																										if obj_attr is submodule or (
																										    (isinstance(UpperCamelCase ,       _PatchedModuleObj  ) and obj_attr._original_module is submodule)
																										):
																																	__UpperCAmelCase   :						Tuple      							=					obj_attr
																																	# patch at top level
																																	setattr(self.obj ,       UpperCamelCase ,       _PatchedModuleObj(UpperCamelCase ,       attrs=self.attrs  )  )
																																	__UpperCAmelCase   :						int      							=					getattr(self.obj ,       UpperCamelCase  )
																																	# construct lower levels patches
																																	for key in submodules[i + 1 :]:
																																								setattr(UpperCamelCase ,       UpperCamelCase ,       _PatchedModuleObj(getattr(UpperCamelCase ,       UpperCamelCase ,       UpperCamelCase  ) ,       attrs=self.attrs  )  )
																																								__UpperCAmelCase   :						Optional[int]      							=					getattr(UpperCamelCase ,       UpperCamelCase  )
																																	# finally set the target attribute
																																	setattr(UpperCamelCase ,       UpperCamelCase ,       self.new  )

        # Patch attribute itself:
        # it's used for builtins like "open",
        # and also to patch "os.path.join" we may also need to patch "join"
        # itself if it was imported as "from os.path import join".

												if submodules:  # if it's an attribute of a submodule like "os.path.join"
																			try:
																										__UpperCAmelCase   :						int      							=					getattr(import_module(""".""".join(UpperCamelCase  )  ) ,       UpperCamelCase  )
																			except (AttributeError, ModuleNotFoundError):
																										return
																			# We iterate over all the globals in self.obj in case we find "os.path.join"
																			for attr in self.obj.__dir__():
																										# We don't check for the name of the global, but rather if its value *is* "os.path.join".
																										# This allows to patch renamed attributes like "from os.path import join as pjoin".
																										if getattr(self.obj ,       UpperCamelCase  ) is attr_value:
																																	__UpperCAmelCase   :						Union[str, Any]      							=					getattr(self.obj ,       UpperCamelCase  )
																																	setattr(self.obj ,       UpperCamelCase ,       self.new  )
												elif target_attr in globals()["__builtins__"]:  # if it'a s builtin like "open"
																			__UpperCAmelCase   :						str      							=					globals()["""__builtins__"""][target_attr]
																			setattr(self.obj ,       UpperCamelCase ,       self.new  )
												else:
																			raise RuntimeError(f'''Tried to patch attribute {target_attr} instead of a submodule.'''  )






					def __exit__(       self    : str ,       *UpperCamelCase    : Optional[int]  ):
												'''simple docstring'''






												for attr in list(self.original  ):
																			setattr(self.obj ,       UpperCamelCase ,       self.original.pop(UpperCamelCase  )  )






					def lowerCamelCase__							(       self    : int  ):
												'''simple docstring'''






												self.__enter__()
												self._active_patches.append(self  )






					def lowerCamelCase__							(       self    : List[Any]  ):
												'''simple docstring'''






												try:
																			self._active_patches.remove(self  )
												except ValueError:
																			# If the patch hasn't been started this will fail
																			return None

												return self.__exit__()
