


"""simple docstring"""






from typing import List, Optional, Union

from ...processing_utils import ProcessorMixin
from ...tokenization_utils_base import BatchEncoding, PaddingStrategy, PreTokenizedInput, TextInput, TruncationStrategy
from ...utils import TensorType


class 			lowerCamelCase_		(			lowercase   ):





				"""simple docstring"""







				_lowerCAmelCase      :      Optional[Any]      							=					["image_processor", "tokenizer"]
				_lowerCAmelCase      :      List[str]      							=					"BridgeTowerImageProcessor"
				_lowerCAmelCase      :      str      							=					("RobertaTokenizer", "RobertaTokenizerFast")



				def __init__(						self       ,		UpperCAmelCase__       ,		UpperCAmelCase__     ):
								super().__init__(UpperCAmelCase__       ,		UpperCAmelCase__     )



				def __call__(						self       ,		UpperCAmelCase__       ,		UpperCAmelCase__ = None       ,		UpperCAmelCase__ = True       ,		UpperCAmelCase__ = False       ,		UpperCAmelCase__ = None       ,		UpperCAmelCase__ = None       ,		UpperCAmelCase__ = 0       ,		UpperCAmelCase__ = None       ,		UpperCAmelCase__ = None       ,		UpperCAmelCase__ = None       ,		UpperCAmelCase__ = False       ,		UpperCAmelCase__ = False       ,		UpperCAmelCase__ = False       ,		UpperCAmelCase__ = False       ,		UpperCAmelCase__ = True       ,		UpperCAmelCase__ = None       ,		**UpperCAmelCase__       ,		):
								SCREAMING_SNAKE_CASE__     							=				self.tokenizer(
								    text=UpperCAmelCase__       ,		add_special_tokens=UpperCAmelCase__       ,		padding=UpperCAmelCase__       ,		truncation=UpperCAmelCase__       ,		max_length=UpperCAmelCase__       ,		stride=UpperCAmelCase__       ,		pad_to_multiple_of=UpperCAmelCase__       ,		return_token_type_ids=UpperCAmelCase__       ,		return_attention_mask=UpperCAmelCase__       ,		return_overflowing_tokens=UpperCAmelCase__       ,		return_special_tokens_mask=UpperCAmelCase__       ,		return_offsets_mapping=UpperCAmelCase__       ,		return_length=UpperCAmelCase__       ,		verbose=UpperCAmelCase__       ,		return_tensors=UpperCAmelCase__       ,		**UpperCAmelCase__       ,		)
								# add pixel_values + pixel_mask
								SCREAMING_SNAKE_CASE__     							=				self.image_processor(
								    UpperCAmelCase__       ,		return_tensors=UpperCAmelCase__       ,		do_normalize=UpperCAmelCase__       ,		do_center_crop=UpperCAmelCase__       ,		**UpperCAmelCase__     )
								encoding.update(UpperCAmelCase__     )

								return encoding



				def   lowerCAmelCase__		(						self       ,		*UpperCAmelCase__       ,		**UpperCAmelCase__     ):
								return self.tokenizer.batch_decode(*UpperCAmelCase__       ,		**UpperCAmelCase__     )



				def   lowerCAmelCase__		(						self       ,		*UpperCAmelCase__       ,		**UpperCAmelCase__     ):
								return self.tokenizer.decode(*UpperCAmelCase__       ,		**UpperCAmelCase__     )






				@property
				def   lowerCAmelCase__		(						self     ):
								SCREAMING_SNAKE_CASE__     							=				self.tokenizer.model_input_names
								SCREAMING_SNAKE_CASE__     							=				self.image_processor.model_input_names
								return list(dict.fromkeys(tokenizer_input_names + image_processor_input_names     )     )




"""simple docstring"""






# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from argparse import ArgumentParser

from accelerate.commands.config import get_config_parser
from accelerate.commands.env import env_command_parser
from accelerate.commands.launch import launch_command_parser
from accelerate.commands.test import test_command_parser
from accelerate.commands.tpu import tpu_command_parser


def __lowercase     (      ):
				SCREAMING_SNAKE_CASE__     							=				ArgumentParser("Accelerate CLI tool"						,					usage="accelerate <command> [<args>]"						,					allow_abbrev=lowerCamelCase_  )
				SCREAMING_SNAKE_CASE__     							=				parser.add_subparsers(help="accelerate command helpers"  )

				# Register commands
				get_config_parser(subparsers=lowerCamelCase_  )
				env_command_parser(subparsers=lowerCamelCase_  )
				launch_command_parser(subparsers=lowerCamelCase_  )
				tpu_command_parser(subparsers=lowerCamelCase_  )
				test_command_parser(subparsers=lowerCamelCase_  )

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

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

				# Run
				args.func(lowerCamelCase_  )


if __name__ == "__main__":
	main()
