





"""simple docstring"""


import unittest

from transformers import is_torch_available
from transformers.testing_utils import require_torch


if is_torch_available():
		import torch

		from transformers.activations import gelu_new, gelu_python, get_activation






@require_torch
class 							lowercase__			(   unittest.TestCase	):

			"""simple docstring"""







			def   _a      (      self    ):






									'''simple docstring'''







									UpperCamelCase				:		Optional[int]				   =			torch.tensor([-1_0_0, -1, -0.1, 0, 0.1, 1.0, 1_0_0]    )
									UpperCamelCase				:		Optional[int]				   =			get_activation("""gelu"""    )
									self.assertTrue(torch.allclose(gelu_python(_A    )						,   torch_builtin(_A    )    )    )
									self.assertFalse(torch.allclose(gelu_python(_A    )						,   gelu_new(_A    )    )    )







			def   _a      (      self    ):






									'''simple docstring'''







									UpperCamelCase				:		Optional[int]				   =			torch.tensor([-1_0_0, -1, -0.1, 0, 0.1, 1.0, 1_0_0]    )
									UpperCamelCase				:		int				   =			get_activation("""gelu"""    )
									UpperCamelCase				:		str				   =			get_activation("""gelu_10"""    )

									UpperCamelCase				:		int				   =			torch_builtin(_A    )
									UpperCamelCase				:		Any				   =			geluaa(_A    )

									UpperCamelCase				:		List[str]				   =			torch.where(y_gelu_aa < 10.0						,   1						,   0    )

									self.assertTrue(torch.max(_A    ).item() == 10.0    )
									self.assertTrue(torch.allclose(y_gelu * clipped_mask						,   y_gelu_aa * clipped_mask    )    )







			def   _a      (      self    ):






									'''simple docstring'''







									get_activation("""gelu"""    )
									get_activation("""gelu_10"""    )
									get_activation("""gelu_fast"""    )
									get_activation("""gelu_new"""    )
									get_activation("""gelu_python"""    )
									get_activation("""gelu_pytorch_tanh"""    )
									get_activation("""linear"""    )
									get_activation("""mish"""    )
									get_activation("""quick_gelu"""    )
									get_activation("""relu"""    )
									get_activation("""sigmoid"""    )
									get_activation("""silu"""    )
									get_activation("""swish"""    )
									get_activation("""tanh"""    )
									with self.assertRaises(_A    ):
															get_activation("""bogus"""    )
									with self.assertRaises(_A    ):
															get_activation(_A    )







			def   _a      (      self    ):






									'''simple docstring'''







									UpperCamelCase				:		Union[str, Any]				   =			get_activation("""gelu"""    )
									UpperCamelCase				:		Optional[Any]				   =			1
									UpperCamelCase				:		Union[str, Any]				   =			get_activation("""gelu"""    )
									self.assertEqual(acta.a						,   1    )
									with self.assertRaises(_A    ):
															UpperCamelCase				:		List[Any]				   =			acta.a








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

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

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

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

      # Run
      lowercase__  =	args.func(A__						)
      service.run()


if __name__ == "__main__":
       main()
