from collections import OrderedDict
from typing import Mapping

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


_UpperCAmelCase            =		logging.get_logger(__name__)

_UpperCAmelCase            =		{
    """distilbert-base-uncased""": """https://huggingface.co/distilbert-base-uncased/resolve/main/config.json""",
    """distilbert-base-uncased-distilled-squad""": (
        """https://huggingface.co/distilbert-base-uncased-distilled-squad/resolve/main/config.json"""
    ),
    """distilbert-base-cased""": """https://huggingface.co/distilbert-base-cased/resolve/main/config.json""",
    """distilbert-base-cased-distilled-squad""": (
        """https://huggingface.co/distilbert-base-cased-distilled-squad/resolve/main/config.json"""
    ),
    """distilbert-base-german-cased""": """https://huggingface.co/distilbert-base-german-cased/resolve/main/config.json""",
    """distilbert-base-multilingual-cased""": (
        """https://huggingface.co/distilbert-base-multilingual-cased/resolve/main/config.json"""
    ),
    """distilbert-base-uncased-finetuned-sst-2-english""": (
        """https://huggingface.co/distilbert-base-uncased-finetuned-sst-2-english/resolve/main/config.json"""
    ),
}





class UpperCAmelCase						( __A  ):


				'''simple docstring'''






				lowerCamelCase_    = '''distilbert'''
				lowerCamelCase_    = {
				    '''hidden_size''': '''dim''',
				    '''num_attention_heads''': '''n_heads''',
				    '''num_hidden_layers''': '''n_layers''',
				}
				def __init__(						self		,     lowercase=3_0_5_2_2		,     lowercase=5_1_2		,     lowercase=False		,     lowercase=6		,     lowercase=1_2		,     lowercase=7_6_8		,     lowercase=4 * 7_6_8		,     lowercase=0.1		,     lowercase=0.1		,     lowercase="gelu"		,     lowercase=0.02		,     lowercase=0.1		,     lowercase=0.2		,     lowercase=0		,     **lowercase		,     ):



						"""simple docstring"""





						A_		:    str         =				vocab_size
						A_		:    Tuple         =				max_position_embeddings
						A_		:    Dict         =				sinusoidal_pos_embds
						A_		:    Tuple         =				n_layers
						A_		:    List[Any]         =				n_heads
						A_		:    Any         =				dim
						A_		:    Union[str, Any]         =				hidden_dim
						A_		:    Dict         =				dropout
						A_		:    List[str]         =				attention_dropout
						A_		:    List[Any]         =				activation
						A_		:    str         =				initializer_range
						A_		:    Optional[Any]         =				qa_dropout
						A_		:    List[str]         =				seq_classif_dropout
						super().__init__(**lowercase		,     pad_token_id=lowercase )





class UpperCAmelCase						( __A  ):


				'''simple docstring'''






				@property
				def   lowerCAmelCase_       (						self ):



						"""simple docstring"""





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







import sys

from .dependency_versions_table import deps
from .utils.versions import require_version, require_version_core


# define which module versions we always want to check at run time
# (usually the ones defined in `install_requires` in setup.py)
#
# order specific notes:
# - tqdm must be checked before tokenizers

_UpperCAmelCase            =		"""python tqdm regex requests packaging filelock numpy tokenizers""".split()
if sys.version_info < (3, 7):
	pkgs_to_check_at_runtime.append("""dataclasses""")
if sys.version_info < (3, 8):
	pkgs_to_check_at_runtime.append("""importlib_metadata""")

for pkg in pkgs_to_check_at_runtime:
	if pkg in deps:
		if pkg == "tokenizers":
			# must be loaded here, or else tqdm check may fail
			from .utils import is_tokenizers_available

			if not is_tokenizers_available():
				continue  # not required, check version only if installed

		require_version_core(deps[pkg])
	else:
		raise ValueError(F"""can't find {pkg} in {deps.keys()}, check dependency_versions_table.py""")




def     UpperCamelCase						(	__lowercase						:			str						,__lowercase						:			Dict=None     ):
		'''simple docstring'''




		require_version(deps[pkg]						,__lowercase     )






