

'''simple docstring'''




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_							=	{
    '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"""





	__SCREAMING_SNAKE_CASE					=       '''distilbert'''
	__SCREAMING_SNAKE_CASE					=       {
	    '''hidden_size''': '''dim''',
	    '''num_attention_heads''': '''n_heads''',
	    '''num_hidden_layers''': '''n_layers''',
	}

	def __init__(    self				,			lowerCamelCase=3_05_22				,			lowerCamelCase=5_12				,			lowerCamelCase=False				,			lowerCamelCase=6				,			lowerCamelCase=12				,			lowerCamelCase=7_68				,			lowerCamelCase=4 * 7_68				,			lowerCamelCase=0.1				,			lowerCamelCase=0.1				,			lowerCamelCase="gelu"				,			lowerCamelCase=0.02				,			lowerCamelCase=0.1				,			lowerCamelCase=0.2				,			lowerCamelCase=0				,			**lowerCamelCase				,			)							->     Tuple:




				'''simple docstring'''






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

class     UpperCAmelCase_ (	_a    ):



	"""simple docstring"""





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




				'''simple docstring'''






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






from __future__ import annotations

import math

__a							     =					'2020.9.26'
__a							     =					'xcodz-dot, cclaus, dhruvmanila'







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase					,		_lowercase					,		_lowercase ):

     '''simple docstring'''


     if not all(isinstance(_lowercase					,		(float, int) ) for val in locals().values() ):
          UpperCAmelCase_     :				Optional[int]  =     f'''Input values must either be float or int: {list(locals().values() )}'''
          raise TypeError(_lowercase )
     UpperCAmelCase_     :				Tuple  =     ((x * distance) / (z + distance)) * scale
     UpperCAmelCase_     :				str  =     ((y * distance) / (z + distance)) * scale
     return projected_x, projected_y







def lowerCamelCase__  (     _lowercase					,		_lowercase					,		_lowercase					,		_lowercase					,		_lowercase ):

     '''simple docstring'''


     if not isinstance(_lowercase					,		_lowercase ):
          raise TypeError('''Axis must be a str''' )
     UpperCAmelCase_     :				Optional[Any]  =     locals()
     del input_variables["axis"]
     if not all(isinstance(_lowercase					,		(float, int) ) for val in input_variables.values() ):
          UpperCAmelCase_     :				List[Any]  =     (
              '''Input values except axis must either be float or int: '''
              f'''{list(input_variables.values() )}'''
          )
          raise TypeError(_lowercase )
     UpperCAmelCase_     :				Dict  =     (angle % 360) / 450 * 180 / math.pi
     if axis == "z":
          UpperCAmelCase_     :				Optional[int]  =     x * math.cos(_lowercase ) - y * math.sin(_lowercase )
          UpperCAmelCase_     :				List[Any]  =     y * math.cos(_lowercase ) + x * math.sin(_lowercase )
          UpperCAmelCase_     :				Optional[int]  =     z
     elif axis == "x":
          UpperCAmelCase_     :				Any  =     y * math.cos(_lowercase ) - z * math.sin(_lowercase )
          UpperCAmelCase_     :				int  =     z * math.cos(_lowercase ) + y * math.sin(_lowercase )
          UpperCAmelCase_     :				Dict  =     x
     elif axis == "y":
          UpperCAmelCase_     :				Union[str, Any]  =     x * math.cos(_lowercase ) - z * math.sin(_lowercase )
          UpperCAmelCase_     :				Optional[int]  =     z * math.cos(_lowercase ) + x * math.sin(_lowercase )
          UpperCAmelCase_     :				Optional[int]  =     y
     else:
          raise ValueError('''not a valid axis, choose one of \'x\', \'y\', \'z\'''' )

     return new_x, new_y, new_z


if __name__ == "__main__":
     import doctest

     doctest.testmod()
     print(F"""{convert_to_ad(1.0, 2.0, 3.0, 10.0, 10.0) = }""")
     print(F"""{rotate(1.0, 2.0, 3.0, "y", 90.0) = }""")