






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_		:    List[str]   							=     {
    '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 		_snake_case	(	A__       ):
			_lowercase		:     int        =				'''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		,       )   ->							Dict:
						super().__init__(**a)

						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							=			num_detection_tokens
						SCREAMING_SNAKE_CASE							=			use_mid_position_embeddings
						SCREAMING_SNAKE_CASE							=			auxiliary_loss
						# Hungarian matcher
						SCREAMING_SNAKE_CASE							=			class_cost
						SCREAMING_SNAKE_CASE							=			bbox_cost
						SCREAMING_SNAKE_CASE							=			giou_cost
						# Loss coefficients
						SCREAMING_SNAKE_CASE							=			bbox_loss_coefficient
						SCREAMING_SNAKE_CASE							=			giou_loss_coefficient
						SCREAMING_SNAKE_CASE							=			eos_coefficient



class 		_snake_case	(	A__       ):
			_lowercase		:     int        =				version.parse('''1.11'''       )






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






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







			@property
			def  SCREAMING_SNAKE_CASE__     (							self)   ->							int:
						return 12










'''simple docstring'''
from argparse import ArgumentParser

from .add_new_model import AddNewModelCommand
from .add_new_model_like import AddNewModelLikeCommand
from .convert import ConvertCommand
from .download import DownloadCommand
from .env import EnvironmentCommand
from .lfs import LfsCommands
from .pt_to_tf import PTtoTFCommand
from .run import RunCommand
from .serving import ServeCommand
from .user import UserCommands





def 			lowerCamelCase(							)		->		int:
			A_									= ArgumentParser('Transformers CLI tool'       ,usage='transformers-cli <command> [<args>]'     )
			A_									= parser.add_subparsers(help='transformers-cli command helpers'     )

			# Register commands
			ConvertCommand.register_subcommand(SCREAMING_SNAKE_CASE_     )
			DownloadCommand.register_subcommand(SCREAMING_SNAKE_CASE_     )
			EnvironmentCommand.register_subcommand(SCREAMING_SNAKE_CASE_     )
			RunCommand.register_subcommand(SCREAMING_SNAKE_CASE_     )
			ServeCommand.register_subcommand(SCREAMING_SNAKE_CASE_     )
			UserCommands.register_subcommand(SCREAMING_SNAKE_CASE_     )
			AddNewModelCommand.register_subcommand(SCREAMING_SNAKE_CASE_     )
			AddNewModelLikeCommand.register_subcommand(SCREAMING_SNAKE_CASE_     )
			LfsCommands.register_subcommand(SCREAMING_SNAKE_CASE_     )
			PTtoTFCommand.register_subcommand(SCREAMING_SNAKE_CASE_     )

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

			if not hasattr(SCREAMING_SNAKE_CASE_       ,'func'     ):
						parser.print_help()
						exit(1     )

			# Run
			A_									= args.func(SCREAMING_SNAKE_CASE_     )
			service.run()


if __name__ == "__main__":
							main()




