





from collections import OrderedDict
from typing import Mapping

from packaging import version

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


_lowerCAmelCase 				=     logging.get_logger(__name__)

_lowerCAmelCase 				=     {
    '''hustvl/yolos-small''': '''https://huggingface.co/hustvl/yolos-small/resolve/main/config.json''',
    # See all YOLOS models at https://huggingface.co/models?filter=yolos
}

class    _UpperCAmelCase							(		snake_case__     ):

      '''simple docstring'''





      a						       =							'''yolos'''
      def __init__(		self      ,       a__=768      ,       a__=12      ,       a__=12      ,       a__=3072      ,       a__="gelu"      ,       a__=0.0      ,       a__=0.0      ,       a__=0.02      ,       a__=1E-12      ,       a__=[512, 864]      ,       a__=16      ,       a__=3      ,       a__=True      ,       a__=100      ,       a__=True      ,       a__=False      ,       a__=1      ,       a__=5      ,       a__=2      ,       a__=5      ,       a__=2      ,       a__=0.1      ,       **a__      ,       ):
         super().__init__(**_A       )

         A_     :				Any			      =	hidden_size
         A_     :				List[Any]			      =	num_hidden_layers
         A_     :				Tuple			      =	num_attention_heads
         A_     :				Optional[int]			      =	intermediate_size
         A_     :				Optional[Any]			      =	hidden_act
         A_     :				Union[str, Any]			      =	hidden_dropout_prob
         A_     :				Any			      =	attention_probs_dropout_prob
         A_     :				List[Any]			      =	initializer_range
         A_     :				List[Any]			      =	layer_norm_eps
         A_     :				List[Any]			      =	image_size
         A_     :				str			      =	patch_size
         A_     :				Dict			      =	num_channels
         A_     :				Dict			      =	qkv_bias
         A_     :				Optional[int]			      =	num_detection_tokens
         A_     :				Union[str, Any]			      =	use_mid_position_embeddings
         A_     :				Tuple			      =	auxiliary_loss
         # Hungarian matcher
         A_     :				str			      =	class_cost
         A_     :				int			      =	bbox_cost
         A_     :				str			      =	giou_cost
         # Loss coefficients
         A_     :				Optional[int]			      =	bbox_loss_coefficient
         A_     :				Optional[int]			      =	giou_loss_coefficient
         A_     :				Optional[int]			      =	eos_coefficient






class    _UpperCAmelCase							(		snake_case__     ):

      '''simple docstring'''





      a						       =							version.parse('''1.11'''     )
      @property
      def 		_lowerCamelCase      (		self       ):
         return OrderedDict(
             [
                 ("""pixel_values""", {0: """batch""", 1: """num_channels""", 2: """height""", 3: """width"""}),
             ]       )
      @property
      def 		_lowerCamelCase      (		self       ):
         return 1E-4






      @property
      def 		_lowerCamelCase      (		self       ):
         return 12













from typing import List

from .keymap import KEYMAP, get_character



def     _lowerCAmelCase		(  _lowerCAmelCase     ):
   '''simple docstring'''


   def decorator(_lowerCAmelCase     ):
      A_     :				List[Any]			      =	getattr(_lowerCAmelCase  ,"""handle_key"""  ,[]     )
      handle += [key]
      setattr(_lowerCAmelCase  ,"""handle_key"""  ,_lowerCAmelCase     )
      return func

   return decorator



def     _lowerCAmelCase		(  *_lowerCAmelCase     ):
   '''simple docstring'''


   def decorator(_lowerCAmelCase     ):
      A_     :				Tuple			      =	getattr(_lowerCAmelCase  ,"""handle_key"""  ,[]     )
      handle += keys
      setattr(_lowerCAmelCase  ,"""handle_key"""  ,_lowerCAmelCase     )
      return func

   return decorator

class    _UpperCAmelCase							(		_lowerCamelCase     ):
      def __new__(		cls      ,       a__      ,       a__      ,       a__       ):
         A_     :				Any			      =	super().__new__(cls      ,       a__      ,       a__      ,       a__       )
         if not hasattr(a__      ,       """key_handler"""       ):
            setattr(a__      ,       """key_handler"""      ,       {}       )
         setattr(a__      ,       """handle_input"""      ,       KeyHandler.handle_input       )

         for value in attrs.values():
            A_     :				Tuple			      =	getattr(a__      ,       """handle_key"""      ,       []       )
            for key in handled_keys:
               A_     :				Optional[Any]			      =	value
         return new_cls






      @staticmethod
      def 		_lowerCamelCase      (		cls       ):
         A_     :				List[str]			      =	get_character()
         if char != KEYMAP["undefined"]:
            A_     :				str			      =	ord(a__       )
         A_     :				List[str]			      =	cls.key_handler.get(a__       )
         if handler:
            A_     :				Optional[int]			      =	char
            return handler(cls       )
         else:
            return None






def     _lowerCAmelCase		(  cls     ):
   '''simple docstring'''


   return KeyHandler(cls.__name__  ,cls.__bases__  ,cls.__dict__.copy()     )






