



from collections import OrderedDict
from typing import Mapping

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


lowercase_								=     logging.get_logger(__name__)

lowercase_								=     {
    """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 				_snake_case			(					lowercase__):
				UpperCamelCase__				:					Tuple     		="""roformer"""




				def __init__(						self					:						Optional[int],					__lowercase					:						Union[str, Any]=5_0000,					__lowercase					:						Tuple=None,					__lowercase					:						Union[str, Any]=768,					__lowercase					:						Union[str, Any]=12,					__lowercase					:						Any=12,					__lowercase					:						int=3072,					__lowercase					:						Tuple="gelu",					__lowercase					:						Optional[int]=0.1,					__lowercase					:						List[Any]=0.1,					__lowercase					:						Union[str, Any]=1536,					__lowercase					:						List[Any]=2,					__lowercase					:						Optional[int]=0.02,					__lowercase					:						List[Any]=1e-1_2,					__lowercase					:						int=0,					__lowercase					:						List[Any]=False,					__lowercase					:						Any=True,					**__lowercase					:						Dict,					):
							super().__init__(pad_token_id=__lowercase,					**__lowercase						)

							lowercase__					  =				vocab_size
							lowercase__					  =				hidden_size if embedding_size is None else embedding_size
							lowercase__					  =				hidden_size
							lowercase__					  =				num_hidden_layers
							lowercase__					  =				num_attention_heads
							lowercase__					  =				hidden_act
							lowercase__					  =				intermediate_size
							lowercase__					  =				hidden_dropout_prob
							lowercase__					  =				attention_probs_dropout_prob
							lowercase__					  =				max_position_embeddings
							lowercase__					  =				type_vocab_size
							lowercase__					  =				initializer_range
							lowercase__					  =				layer_norm_eps
							lowercase__					  =				rotary_value
							lowercase__					  =				use_cache
class 				_snake_case			(					lowercase__):




				@property
				def 							A__      (						self					:						Dict						):
							if self.task == "multiple-choice":
										lowercase__					  =				{0: "batch", 1: "choice", 2: "sequence"}
							else:
										lowercase__					  =				{0: "batch", 1: "sequence"}
							lowercase__					  =				{0: "batch", 1: "sequence"}
							return OrderedDict(
							    [
							        ("input_ids", dynamic_axis),
							        ("attention_mask", dynamic_axis),
							        ("token_type_ids", dynamic_axis),
							    ]						)









def __lowerCAmelCase (     SCREAMING_SNAKE_CASE_  ):
			lowercase__					  =				0
			for ch in input_str:
						lowercase__					  =				ord(SCREAMING_SNAKE_CASE_  )
						lowercase__					  =				pow(2						,  SCREAMING_SNAKE_CASE_  )

						# If we already turned on bit for current character's unicode
						if bitmap >> ch_unicode & 1 == 1:
									return False
						bitmap |= ch_bit_index_on
			return True


if __name__ == "__main__":
							import doctest

							doctest.testmod()




