




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
from ...utils.backbone_utils import BackboneConfigMixin, get_aligned_output_features_output_indices


UpperCAmelCase__				     = logging.get_logger(__name__)

UpperCAmelCase__				     = {
    "microsoft/resnet-50": "https://huggingface.co/microsoft/resnet-50/blob/main/config.json",
}







class a (     __SCREAMING_SNAKE_CASE       ,						__SCREAMING_SNAKE_CASE  ):
						"""simple docstring"""

						UpperCamelCase_	:       List[str]       	=		'resnet'
						UpperCamelCase_	:       List[Any]       	=		['basic', 'bottleneck']






						def __init__( self :     Union[str, Any]				,							lowerCamelCase__ :     int=3				,							lowerCamelCase__ :     Optional[Any]=64				,							lowerCamelCase__ :     Optional[int]=[256, 512, 1_024, 2_048]				,							lowerCamelCase__ :     int=[3, 4, 6, 3]				,							lowerCamelCase__ :     Tuple="bottleneck"				,							lowerCamelCase__ :     Any="relu"				,							lowerCamelCase__ :     Optional[Any]=False				,							lowerCamelCase__ :     int=None				,							lowerCamelCase__ :     List[Any]=None				,							**lowerCamelCase__ :     Tuple				,							)    ->						List[Any]:
													"""simple docstring"""


													super().__init__(**lowerCamelCase__				)
													if layer_type not in self.layer_types:
																				raise ValueError(f'layer_type={layer_type} is not one of {",".join(self.layer_types				)}'				)
													__lowercase      =    num_channels
													__lowercase      =    embedding_size
													__lowercase      =    hidden_sizes
													__lowercase      =    depths
													__lowercase      =    layer_type
													__lowercase      =    hidden_act
													__lowercase      =    downsample_in_first_stage
													__lowercase      =    ['''stem'''] + [f'stage{idx}' for idx in range(1				,							len(lowerCamelCase__				) + 1				)]
													__lowercase     ,     __lowercase      =    get_aligned_output_features_output_indices(
													    out_features=lowerCamelCase__				,							out_indices=lowerCamelCase__				,							stage_names=self.stage_names				)







class a (     __SCREAMING_SNAKE_CASE  ):
						"""simple docstring"""

						UpperCamelCase_	:       Optional[Any]       	=		version.parse('1.11'  )






						@property
						def     UpperCAmelCase_      ( self :     Any				)    ->						Mapping[str, Mapping[int, str]]:
													"""simple docstring"""


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






						@property
						def     UpperCAmelCase_      ( self :     Union[str, Any]				)    ->						float:
													"""simple docstring"""


													return 1e-3












import argparse


UpperCAmelCase__				     = "docs/source/_static/js/custom.js"







def 		_A(       UpperCamelCase__							:			Optional[int]				)    -> Optional[int]:
							'''simple docstring'''


							with open(UpperCamelCase__				,       encoding='''utf-8'''				,       newline='''\n'''				) as f:
														__lowercase      =    f.readlines()
							__lowercase      =    0

							# First let's put the right version
							while not lines[index].startswith('''const stableVersion ='''				):
														index += 1
							__lowercase      =    F'const stableVersion = "v{version}"\n'

							# Then update the dictionary
							while not lines[index].startswith('''const versionMapping = {'''				):
														index += 1

							# We go until the end
							while not lines[index].startswith('''}'''				):
														index += 1
							# We add the new version at the end
							lines[index - 1] += F'    "v{version}": "v{version}",\n'

							with open(UpperCamelCase__				,       '''w'''				,       encoding='''utf-8'''				,       newline='''\n'''				) as f:
														f.writelines(UpperCamelCase__				)


if __name__ == "__main__":
			UpperCAmelCase__				     = argparse.ArgumentParser()
			parser.add_argument("--version", help="Release version.")
			UpperCAmelCase__				     = parser.parse_args()
			update_custom_js(args.version)






