



"""simple docstring"""







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_   						=   {
    'sail/poolformer_s12': 'https://huggingface.co/sail/poolformer_s12/resolve/main/config.json',
    # See all PoolFormer models at https://huggingface.co/models?filter=poolformer
}
class        __A       (	A_    ):







		'''simple docstring'''





		lowerCAmelCase			:					List[Any]   	=				"poolformer"







		def __init__(	self						:  Union[str, Any]			,_snake_case						:  Dict=3			,_snake_case						:  Dict=16			,_snake_case						:  Dict=16			,_snake_case						:  List[Any]=3			,_snake_case						:  str=4.0			,_snake_case						:  str=[2, 2, 6, 2]			,_snake_case						:  Any=[64, 128, 320, 512]			,_snake_case						:  Any=[7, 3, 3, 3]			,_snake_case						:  Any=[4, 2, 2, 2]			,_snake_case						:  List[str]=[2, 1, 1, 1]			,_snake_case						:  Dict=4			,_snake_case						:  List[str]=0.0			,_snake_case						:  List[str]="gelu"			,_snake_case						:  Optional[int]=True			,_snake_case						:  List[str]=1e-5			,_snake_case						:  Any=0.02			,**_snake_case						:  Tuple			,)					->		int:






				"""simple docstring"""



				lowercase__   :    Union[str, Any]				=			num_channels
				lowercase__   :    str				=			patch_size
				lowercase__   :    Union[str, Any]				=			stride
				lowercase__   :    Union[str, Any]				=			padding
				lowercase__   :    Union[str, Any]				=			pool_size
				lowercase__   :    Dict				=			hidden_sizes
				lowercase__   :    Tuple				=			mlp_ratio
				lowercase__   :    str				=			depths
				lowercase__   :    List[Any]				=			patch_sizes
				lowercase__   :    Dict				=			strides
				lowercase__   :    Optional[int]				=			num_encoder_blocks
				lowercase__   :    List[str]				=			drop_path_rate
				lowercase__   :    str				=			hidden_act
				lowercase__   :    str				=			use_layer_scale
				lowercase__   :    List[Any]				=			layer_scale_init_value
				lowercase__   :    List[Any]				=			initializer_range
				super().__init__(**_snake_case						)





class        __A       (	A_    ):







		'''simple docstring'''





		lowerCAmelCase			:					List[str]   	=				version.parse("1.11"    )







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






				"""simple docstring"""



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







		@property
		def 					UpperCAmelCase    (	self						:  List[str]						)					->		float:






				"""simple docstring"""



				return 2e-3







def 		lowerCAmelCase_    (  __UpperCAmelCase:			float		,   __UpperCAmelCase:			int      )      ->	float:
    if digit_amount > 0:
        return round(number - int(__UpperCAmelCase      )		,   __UpperCAmelCase      )
    return number - int(__UpperCAmelCase      )


if __name__ == "__main__":
  print(decimal_isolate(1.53, 0))
  print(decimal_isolate(35.345, 1))
  print(decimal_isolate(35.345, 2))
  print(decimal_isolate(35.345, 3))
  print(decimal_isolate(-14.789, 3))
  print(decimal_isolate(0, 2))
  print(decimal_isolate(-14.123, 1))
  print(decimal_isolate(-14.123, 2))
  print(decimal_isolate(-14.123, 3))

