




'''simple docstring'''


import copy
import re

class      A       :
							lowercase_							     =							'hp'
							lowercase_							     =							{}
							lowercase_							     =							None







							@classmethod
							def   __lowerCAmelCase     (    cls			:    List[Any]				,     lowerCAmelCase_			:    Optional[int]				,     lowerCAmelCase_			:    List[Any]   )     ->				Any:


														"""simple docstring"""


														_a      	=							prefix
														_a      	=							defaults
														cls.build_naming_info()







							@staticmethod
							def   __lowerCAmelCase     (    lowerCAmelCase_			:    Any				,     lowerCAmelCase_			:    List[str]   )     ->				Union[str, Any]:


														"""simple docstring"""


														if len(lowerCAmelCase_   ) == 0:
																					return ""
														_a      	=							None
														if any(char.isdigit() for char in word   ):
																					raise Exception(F'Parameters should not contain numbers: \'{word}\' contains a number'   )
														if word in info["short_word"]:
																					return info["short_word"][word]
														for prefix_len in range(1				,     len(lowerCAmelCase_   ) + 1   ):
																					_a      	=							word[:prefix_len]
																					if prefix in info["reverse_short_word"]:
																												continue
																					else:
																												_a      	=							prefix
																												break

														if short_word is None:
																					# Paranoid fallback
																					def int_to_alphabetic(lowerCAmelCase_			:    Optional[int]   ):
																												_a      	=							''''''
																												while integer != 0:
																																			_a      	=							chr(ord('''A'''   ) + integer % 10   ) + s
																																			integer //= 10
																												return s

																					_a      	=							0
																					while True:
																												_a      	=							word + '''#''' + int_to_alphabetic(lowerCAmelCase_   )
																												if sword in info["reverse_short_word"]:
																																			continue
																												else:
																																			_a      	=							sword
																																			break

														_a      	=							short_word
														_a      	=							word
														return short_word







							@staticmethod
							def   __lowerCAmelCase     (    lowerCAmelCase_			:    List[str]				,     lowerCAmelCase_			:    Optional[int]   )     ->				int:


														"""simple docstring"""


														_a      	=							param_name.split('''_'''   )

														_a      	=							[TrialShortNamer.shortname_for_word(lowerCAmelCase_				,     lowerCAmelCase_   ) for word in words]

														# We try to create a separatorless short name, but if there is a collision we have to fallback
														# to a separated short name
														_a      	=							['''''', '''_''']

														for separator in separators:
																					_a      	=							separator.join(lowerCAmelCase_   )
																					if shortname not in info["reverse_short_param"]:
																												_a      	=							shortname
																												_a      	=							param_name
																												return shortname

														return param_name







							@staticmethod
							def   __lowerCAmelCase     (    lowerCAmelCase_			:    int				,     lowerCAmelCase_			:    Any   )     ->				Any:


														"""simple docstring"""


														_a      	=							TrialShortNamer.shortname_for_key(lowerCAmelCase_				,     lowerCAmelCase_   )
														_a      	=							short_name
														_a      	=							param_name







							@classmethod
							def   __lowerCAmelCase     (    cls			:    Dict   )     ->				Optional[int]:


														"""simple docstring"""


														if cls.NAMING_INFO is not None:
																					return

														_a      	=							{
														    '''short_word''': {},
														    '''reverse_short_word''': {},
														    '''short_param''': {},
														    '''reverse_short_param''': {},
														}

														_a      	=							list(cls.DEFAULTS.keys()   )

														for k in field_keys:
																					cls.add_new_param_name(lowerCAmelCase_				,     lowerCAmelCase_   )

														_a      	=							info







							@classmethod
							def   __lowerCAmelCase     (    cls			:    int				,     lowerCAmelCase_			:    Dict   )     ->				Optional[Any]:


														"""simple docstring"""


														cls.build_naming_info()
														assert cls.PREFIX is not None
														_a      	=							[copy.copy(cls.PREFIX   )]

														for k, v in params.items():
																					if k not in cls.DEFAULTS:
																												raise Exception(F'You should provide a default value for the param name {k} with value {v}'   )
																					if v == cls.DEFAULTS[k]:
																												# The default value is not added to the name
																												continue

																					_a      	=							cls.NAMING_INFO['''short_param'''][k]

																					if isinstance(lowerCAmelCase_				,     lowerCAmelCase_   ):
																												_a      	=							1 if v else 0

																					_a      	=							'''''' if isinstance(lowerCAmelCase_				,     (int, float)   ) else '''-'''
																					_a      	=							F'{key}{sep}{v}'
																					name.append(lowerCAmelCase_   )

														return "_".join(lowerCAmelCase_   )







							@classmethod
							def   __lowerCAmelCase     (    cls			:    List[Any]				,     lowerCAmelCase_			:    Any   )     ->				Optional[int]:


														"""simple docstring"""


														_a      	=							repr[len(cls.PREFIX   ) + 1 :]
														if repr == "":
																					_a      	=							[]
														else:
																					_a      	=							repr.split('''_'''   )

														_a      	=							{}

														for value in values:
																					if "-" in value:
																												_a	,				_a      	=							value.split('''-'''   )
																					else:
																												_a      	=							re.sub('''[0-9.]'''				,     ''''''				,     lowerCAmelCase_   )
																												_a      	=							float(re.sub('''[^0-9.]'''				,     ''''''				,     lowerCAmelCase_   )   )

																					_a      	=							cls.NAMING_INFO['''reverse_short_param'''][p_k]

																					_a      	=							p_v

														for k in cls.DEFAULTS:
																					if k not in parameters:
																												_a      	=							cls.DEFAULTS[k]

														return parameters







'''simple docstring'''


from collections import OrderedDict
from typing import Mapping

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


_snake_case : Optional[int]  				=						logging.get_logger(__name__)

_snake_case : Any  				=						{
    '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      A       (						_a       ):
							lowercase_							     =							'roformer'







							def __init__(    self			:    str				,     lowerCAmelCase_			:    int=5_00_00				,     lowerCAmelCase_			:    Any=None				,     lowerCAmelCase_			:    int=7_68				,     lowerCAmelCase_			:    Tuple=12				,     lowerCAmelCase_			:    Any=12				,     lowerCAmelCase_			:    List[str]=30_72				,     lowerCAmelCase_			:    Dict="gelu"				,     lowerCAmelCase_			:    Optional[int]=0.1				,     lowerCAmelCase_			:    List[Any]=0.1				,     lowerCAmelCase_			:    int=15_36				,     lowerCAmelCase_			:    Optional[Any]=2				,     lowerCAmelCase_			:    int=0.0_2				,     lowerCAmelCase_			:    Dict=1e-12				,     lowerCAmelCase_			:    Any=0				,     lowerCAmelCase_			:    Optional[Any]=False				,     lowerCAmelCase_			:    Tuple=True				,     **lowerCAmelCase_			:    Optional[int]				,     )     ->				str:


														"""simple docstring"""


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

														_a      	=							vocab_size
														_a      	=							hidden_size if embedding_size is None else embedding_size
														_a      	=							hidden_size
														_a      	=							num_hidden_layers
														_a      	=							num_attention_heads
														_a      	=							hidden_act
														_a      	=							intermediate_size
														_a      	=							hidden_dropout_prob
														_a      	=							attention_probs_dropout_prob
														_a      	=							max_position_embeddings
														_a      	=							type_vocab_size
														_a      	=							initializer_range
														_a      	=							layer_norm_eps
														_a      	=							rotary_value
														_a      	=							use_cache



class      A       (						_a       ):







							@property
							def   __lowerCAmelCase     (    self			:    Any   )     ->				Mapping[str, Mapping[int, str]]:


														"""simple docstring"""


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

