






'''simple docstring'''



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


SCREAMING_SNAKE_CASE						=	logging.get_logger(__name__)

SCREAMING_SNAKE_CASE						=	{
    'SCUT-DLVCLab/lilt-roberta-en-base': (
        'https://huggingface.co/SCUT-DLVCLab/lilt-roberta-en-base/resolve/main/config.json'
    ),
}
class lowercase__					(    __A				):




      """simple docstring"""




      UpperCamelCase_								=			'''lilt'''






      def __init__( self			:		Tuple     ,      UpperCAmelCase			:		Any=3_0522     ,      UpperCAmelCase			:		Dict=768     ,      UpperCAmelCase			:		int=12     ,      UpperCAmelCase			:		Union[str, Any]=12     ,      UpperCAmelCase			:		Dict=3072     ,      UpperCAmelCase			:		Dict="gelu"     ,      UpperCAmelCase			:		Optional[int]=0.1     ,      UpperCAmelCase			:		Any=0.1     ,      UpperCAmelCase			:		Optional[int]=512     ,      UpperCAmelCase			:		Union[str, Any]=2     ,      UpperCAmelCase			:		Optional[int]=0.0_2     ,      UpperCAmelCase			:		Dict=1e-12     ,      UpperCAmelCase			:		Optional[Any]=0     ,      UpperCAmelCase			:		Tuple="absolute"     ,      UpperCAmelCase			:		Any=None     ,      UpperCAmelCase			:		Union[str, Any]=4     ,      UpperCAmelCase			:		Dict=1024     ,      **UpperCAmelCase			:		Optional[int]     ,      )  ->  Optional[int]:


       '''simple docstring'''

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

       lowercase					:   List[Any]				  =vocab_size
       lowercase					:   Dict				  =hidden_size
       lowercase					:   Optional[Any]				  =num_hidden_layers
       lowercase					:   int				  =num_attention_heads
       lowercase					:   str				  =hidden_act
       lowercase					:   Optional[Any]				  =intermediate_size
       lowercase					:   Optional[int]				  =hidden_dropout_prob
       lowercase					:   List[Any]				  =attention_probs_dropout_prob
       lowercase					:   Union[str, Any]				  =max_position_embeddings
       lowercase					:   Optional[Any]				  =type_vocab_size
       lowercase					:   int				  =initializer_range
       lowercase					:   int				  =layer_norm_eps
       lowercase					:   Union[str, Any]				  =position_embedding_type
       lowercase					:   Dict				  =classifier_dropout
       lowercase					:   str				  =channel_shrink_ratio
       lowercase					:   Any				  =max_ad_position_embeddings











'''simple docstring'''



import importlib.metadata
from typing import Union

from packaging.version import Version, parse

from .constants import STR_OPERATION_TO_FUNC


SCREAMING_SNAKE_CASE						=	parse(importlib.metadata.version('torch'))


def 							lowercase_				(    __A :       Union[str, Version]					,      __A :       str					,      __A :       str			)       ->      Union[str, Any]:



 """simple docstring"""




 if operation not in STR_OPERATION_TO_FUNC.keys():
  raise ValueError(F'`operation` must be one of {list(STR_OPERATION_TO_FUNC.keys()			)}, received {operation}'			)
 lowercase					:   Any				  =STR_OPERATION_TO_FUNC[operation]
 if isinstance(__A					,      __A			):
  lowercase					:   List[Any]				  =parse(importlib.metadata.version(__A			)			)
 return operation(__A					,      parse(__A			)			)





def 							lowercase_				(    __A :       str					,      __A :       str			)       ->      Tuple:



 """simple docstring"""




 return compare_versions(__A					,      __A					,      __A			)



