
'''simple docstring'''





from collections import OrderedDict
from typing import Mapping

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


SCREAMING_SNAKE_CASE    =					logging.get_logger(__name__)

SCREAMING_SNAKE_CASE    =					{
    """squeezebert/squeezebert-uncased""": (
        """https://huggingface.co/squeezebert/squeezebert-uncased/resolve/main/config.json"""
    ),
    """squeezebert/squeezebert-mnli""": """https://huggingface.co/squeezebert/squeezebert-mnli/resolve/main/config.json""",
    """squeezebert/squeezebert-mnli-headless""": (
        """https://huggingface.co/squeezebert/squeezebert-mnli-headless/resolve/main/config.json"""
    ),
}






class        UpperCAmelCase_       (						A							):

 '''simple docstring'''
 lowercase_				:						Tuple				=       SQUEEZEBERT_PRETRAINED_CONFIG_ARCHIVE_MAP
 lowercase_				:						List[Any]				=       "squeezebert"







 def __init__(				self		:     Optional[int] ,							snake_case__		:     int=3_05_22 ,							snake_case__		:     Union[str, Any]=7_68 ,							snake_case__		:     Optional[Any]=12 ,							snake_case__		:     int=12 ,							snake_case__		:     List[str]=30_72 ,							snake_case__		:     Optional[Any]="gelu" ,							snake_case__		:     str=0.1 ,							snake_case__		:     Tuple=0.1 ,							snake_case__		:     Tuple=5_12 ,							snake_case__		:     Optional[int]=2 ,							snake_case__		:     Optional[Any]=0.02 ,							snake_case__		:     List[Any]=1e-12 ,							snake_case__		:     List[Any]=0 ,							snake_case__		:     Union[str, Any]=7_68 ,							snake_case__		:     Optional[int]=4 ,							snake_case__		:     Optional[Any]=4 ,							snake_case__		:     List[Any]=4 ,							snake_case__		:     Union[str, Any]=1 ,							snake_case__		:     Any=4 ,							snake_case__		:     Tuple=4 ,							**snake_case__		:     int ,							):



   '''simple docstring'''




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

   UpperCAmelCase__			:				int												=       vocab_size
   UpperCAmelCase__			:				List[str]												=       hidden_size
   UpperCAmelCase__			:				List[str]												=       num_hidden_layers
   UpperCAmelCase__			:				Optional[Any]												=       num_attention_heads
   UpperCAmelCase__			:				Optional[Any]												=       hidden_act
   UpperCAmelCase__			:				Optional[int]												=       intermediate_size
   UpperCAmelCase__			:				Optional[int]												=       hidden_dropout_prob
   UpperCAmelCase__			:				Any												=       attention_probs_dropout_prob
   UpperCAmelCase__			:				Optional[Any]												=       max_position_embeddings
   UpperCAmelCase__			:				str												=       type_vocab_size
   UpperCAmelCase__			:				List[Any]												=       initializer_range
   UpperCAmelCase__			:				Tuple												=       layer_norm_eps
   UpperCAmelCase__			:				Optional[Any]												=       embedding_size
   UpperCAmelCase__			:				List[Any]												=       q_groups
   UpperCAmelCase__			:				str												=       k_groups
   UpperCAmelCase__			:				Tuple												=       v_groups
   UpperCAmelCase__			:				Union[str, Any]												=       post_attention_groups
   UpperCAmelCase__			:				Union[str, Any]												=       intermediate_groups
   UpperCAmelCase__			:				Union[str, Any]												=       output_groups






class        UpperCAmelCase_       (						A							):

 '''simple docstring'''







 @property
 def        UpperCamelCase     (				self		:     Tuple   ):



   '''simple docstring'''




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





'''simple docstring'''





from math import cos, sin







def snake_case_    (				lowercase__		):
  UpperCAmelCase__			:				List[Any]												=       float(lowercase__		)
  return [[scaling_factor * int(x == y		) for x in range(2		)] for y in range(2		)]







def snake_case_    (				lowercase__		):
  UpperCAmelCase__					, UpperCAmelCase__			:				List[Any]												=       cos(lowercase__		), sin(lowercase__		)
  return [[c, -s], [s, c]]







def snake_case_    (				lowercase__		):
  UpperCAmelCase__					, UpperCAmelCase__			:				Dict												=       cos(lowercase__		), sin(lowercase__		)
  UpperCAmelCase__			:				Tuple												=       c * s
  return [[c * c, cs], [cs, s * s]]







def snake_case_    (				lowercase__		):
  UpperCAmelCase__					, UpperCAmelCase__			:				Dict												=       cos(lowercase__		), sin(lowercase__		)
  UpperCAmelCase__			:				Any												=       c * s
  return [[2 * c - 1, 2 * cs], [2 * cs, 2 * s - 1]]


print(F'    {scaling(5) = }')
print(F'  {rotation(4_5) = }')
print(F'{projection(4_5) = }')






print(F'{reflection(4_5) = }')



