


"""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


a__				:							int						=     logging.get_logger(__name__)

a__				:							str						=     {
    '''facebook/deit-base-distilled-patch16-224''': (
        '''https://huggingface.co/facebook/deit-base-patch16-224/resolve/main/config.json'''
    ),
    # See all DeiT models at https://huggingface.co/models?filter=deit
}




class  UpperCamelCase_	( UpperCamelCase):

	"""simple docstring"""





	snake_case__				:  str    					=			"deit"




	def __init__( self			:				List[Any]			,			UpperCAmelCase__			:				str=7_6_8			,			UpperCAmelCase__			:				Union[str, Any]=1_2			,			UpperCAmelCase__			:				Any=1_2			,			UpperCAmelCase__			:				Dict=3_0_7_2			,			UpperCAmelCase__			:				Union[str, Any]="gelu"			,			UpperCAmelCase__			:				Optional[int]=0.0			,			UpperCAmelCase__			:				Optional[Any]=0.0			,			UpperCAmelCase__			:				List[str]=0.02			,			UpperCAmelCase__			:				str=1E-12			,			UpperCAmelCase__			:				Any=2_2_4			,			UpperCAmelCase__			:				Tuple=1_6			,			UpperCAmelCase__			:				int=3			,			UpperCAmelCase__			:				str=True			,			UpperCAmelCase__			:				Any=1_6			,			**UpperCAmelCase__			:				str			,			)       ->	Union[str, Any]:
						super().__init__(**UpperCAmelCase__   )

						__SCREAMING_SNAKE_CASE						   =				hidden_size
						__SCREAMING_SNAKE_CASE						   =				num_hidden_layers
						__SCREAMING_SNAKE_CASE						   =				num_attention_heads
						__SCREAMING_SNAKE_CASE						   =				intermediate_size
						__SCREAMING_SNAKE_CASE						   =				hidden_act
						__SCREAMING_SNAKE_CASE						   =				hidden_dropout_prob
						__SCREAMING_SNAKE_CASE						   =				attention_probs_dropout_prob
						__SCREAMING_SNAKE_CASE						   =				initializer_range
						__SCREAMING_SNAKE_CASE						   =				layer_norm_eps
						__SCREAMING_SNAKE_CASE						   =				image_size
						__SCREAMING_SNAKE_CASE						   =				patch_size
						__SCREAMING_SNAKE_CASE						   =				num_channels
						__SCREAMING_SNAKE_CASE						   =				qkv_bias
						__SCREAMING_SNAKE_CASE						   =				encoder_stride




class  UpperCamelCase_	( UpperCamelCase):

	"""simple docstring"""





	snake_case__				:  str    					=			version.parse("1.11")




	@property
	def   UpperCAmelCase_      ( self			:				Dict   )       ->	Mapping[str, Mapping[int, str]]:
						return OrderedDict(
						    [
						        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
						    ]   )




	@property
	def   UpperCAmelCase_      ( self			:				str   )       ->	float:
						return 1E-4







from argparse import ArgumentParser

from .env import EnvironmentCommand



def    __lowercase   (      ) ->   Dict:


      '''simple docstring'''


      SCREAMING_SNAKE_CASE		=						ArgumentParser("""Diffusers CLI tool""" ,						usage="""diffusers-cli <command> [<args>]"""	)
      SCREAMING_SNAKE_CASE		=						parser.add_subparsers(help="""diffusers-cli command helpers"""	)

      # Register commands
      EnvironmentCommand.register_subcommand(_SCREAMING_SNAKE_CASE	)

      # Let's go
      SCREAMING_SNAKE_CASE		=						parser.parse_args()

      if not hasattr(_SCREAMING_SNAKE_CASE ,						"""func"""	):
            parser.print_help()
            exit(1	)

      # Run
      SCREAMING_SNAKE_CASE		=						args.func(_SCREAMING_SNAKE_CASE	)
      service.run()


if __name__ == "__main__":
      main()


