


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


A      :    List[Any]		=					logging.get_logger(__name__)

A      :    Optional[int]		=					{
    """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 			_lowercase (							_UpperCAmelCase):


       """simple docstring"""




       A__											=			'''yolos'''





       def __init__(   self							:			Dict					,      __lowerCamelCase							:			Any=768					,      __lowerCamelCase							:			str=12					,      __lowerCamelCase							:			str=12					,      __lowerCamelCase							:			Any=3072					,      __lowerCamelCase							:			List[str]="gelu"					,      __lowerCamelCase							:			Any=0.0					,      __lowerCamelCase							:			Dict=0.0					,      __lowerCamelCase							:			Dict=0.0_2					,      __lowerCamelCase							:			int=1E-1_2					,      __lowerCamelCase							:			str=[512, 864]					,      __lowerCamelCase							:			Tuple=16					,      __lowerCamelCase							:			str=3					,      __lowerCamelCase							:			Any=True					,      __lowerCamelCase							:			List[Any]=100					,      __lowerCamelCase							:			Union[str, Any]=True					,      __lowerCamelCase							:			Optional[int]=False					,      __lowerCamelCase							:			Optional[Any]=1					,      __lowerCamelCase							:			Any=5					,      __lowerCamelCase							:			Any=2					,      __lowerCamelCase							:			Tuple=5					,      __lowerCamelCase							:			List[str]=2					,      __lowerCamelCase							:			Optional[Any]=0.1					,      **__lowerCamelCase							:			Optional[int]					,      ):


             '''simple docstring'''



             super().__init__(**lowerCAmelCase__       )

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







class 			_lowercase (							_UpperCAmelCase):


       """simple docstring"""




       A__											=			version.parse("1.11")





       @property
       def 						lowerCAmelCase     (   self							:			Any       ):


             '''simple docstring'''



             return OrderedDict(
                 [
                     ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
                 ]       )





       @property
       def 						lowerCAmelCase     (   self							:			List[Any]       ):


             '''simple docstring'''



             return 1E-4





       @property
       def 						lowerCAmelCase     (   self							:			List[str]       ):


             '''simple docstring'''



             return 12



from ..utils import DummyObject, requires_backends




class    _UpperCamelCase      (						metaclass=_UpperCAmelCase ):


			"""simple docstring"""






			__a  : Dict			 =						['''keras_nlp''']





			def __init__(   self      ,   *lowerCAmelCase__      ,   **lowerCAmelCase__						)     ->					Tuple:

							'''simple docstring'''


							requires_backends(self      ,   ['''keras_nlp''']						)