


import copy
import os
from typing import Union

from ...configuration_utils import PretrainedConfig
from ...utils import logging


_snake_case	:						str         =							logging.get_logger(__name__)

_snake_case	:						Optional[int]         =							{
    "microsoft/git-base": "https://huggingface.co/microsoft/git-base/resolve/main/config.json",
}

class 							a						(_lowerCAmelCase ):




							"""simple docstring"""


							__UpperCAmelCase       :				int	    =    "git_vision_model"

							def __init__(				self			:    Tuple       ,      lowerCamelCase			:    str=768       ,      lowerCamelCase			:    Optional[int]=3072       ,      lowerCamelCase			:    List[Any]=12       ,      lowerCamelCase			:    int=12       ,      lowerCamelCase			:    Optional[Any]=3       ,      lowerCamelCase			:    Tuple=224       ,      lowerCamelCase			:    List[Any]=16       ,      lowerCamelCase			:    Union[str, Any]="quick_gelu"       ,      lowerCamelCase			:    List[str]=1E-5       ,      lowerCamelCase			:    str=0.0       ,      lowerCamelCase			:    Union[str, Any]=0.02       ,      **lowerCamelCase			:    Union[str, Any]       ,      )      ->       Optional[Any]:
														super().__init__(**lowerCamelCase							)

														__snake_case						:     str									=  hidden_size
														__snake_case						:     Dict									=  intermediate_size
														__snake_case						:     List[str]									=  num_hidden_layers
														__snake_case						:     List[str]									=  num_attention_heads
														__snake_case						:     str									=  num_channels
														__snake_case						:     Dict									=  patch_size
														__snake_case						:     List[Any]									=  image_size
														__snake_case						:     Optional[int]									=  initializer_range
														__snake_case						:     Tuple									=  attention_dropout
														__snake_case						:     Optional[int]									=  layer_norm_eps
														__snake_case						:     Tuple									=  hidden_act






							@classmethod
							def        __snake_case   (				cls			:    Optional[Any]       ,      lowerCamelCase			:    Union[str, os.PathLike]       ,      **lowerCamelCase			:    int							)      ->       "PretrainedConfig":
														cls._set_token_in_kwargs(lowerCamelCase							)

														__snake_case					,     __snake_case						:     List[Any]									=  cls.get_config_dict(lowerCamelCase       ,      **lowerCamelCase							)

														# get the vision config dict if we are loading from GITConfig
														if config_dict.get("model_type"							) == "git":
																					__snake_case						:     Union[str, Any]									=  config_dict["vision_config"]

														if "model_type" in config_dict and hasattr(cls       ,      "model_type"							) and config_dict["model_type"] != cls.model_type:
																					logger.warning(
																					    F'You are using a model of type {config_dict["model_type"]} to instantiate a model of type '
																					    F'{cls.model_type}. This is not supported for all configurations of models and can yield errors.'							)

														return cls.from_dict(lowerCamelCase       ,      **lowerCamelCase							)

class 							a						(_lowerCAmelCase ):




							"""simple docstring"""


							__UpperCAmelCase       :				List[str]	    =    "git"

							def __init__(				self			:    Tuple       ,      lowerCamelCase			:    int=None       ,      lowerCamelCase			:    List[str]=30522       ,      lowerCamelCase			:    Tuple=768       ,      lowerCamelCase			:    Any=6       ,      lowerCamelCase			:    Any=12       ,      lowerCamelCase			:    str=3072       ,      lowerCamelCase			:    List[str]="gelu"       ,      lowerCamelCase			:    Optional[Any]=0.1       ,      lowerCamelCase			:    List[str]=0.1       ,      lowerCamelCase			:    Dict=1024       ,      lowerCamelCase			:    List[str]=0.02       ,      lowerCamelCase			:    Optional[int]=1E-12       ,      lowerCamelCase			:    Optional[int]=0       ,      lowerCamelCase			:    int="absolute"       ,      lowerCamelCase			:    Optional[Any]=True       ,      lowerCamelCase			:    Union[str, Any]=False       ,      lowerCamelCase			:    List[str]=101       ,      lowerCamelCase			:    Dict=102       ,      lowerCamelCase			:    List[str]=None       ,      **lowerCamelCase			:    int       ,      )      ->       int:
														super().__init__(bos_token_id=lowerCamelCase       ,      eos_token_id=lowerCamelCase       ,      pad_token_id=lowerCamelCase       ,      **lowerCamelCase							)

														if vision_config is None:
																					__snake_case						:     str									=  {}
																					logger.info("vision_config is None. initializing the GitVisionConfig with default values."							)

														__snake_case						:     Tuple									=  GitVisionConfig(**lowerCamelCase							)
														__snake_case						:     List[str]									=  vocab_size
														__snake_case						:     str									=  hidden_size
														__snake_case						:     List[Any]									=  num_hidden_layers
														__snake_case						:     Optional[int]									=  num_attention_heads
														__snake_case						:     str									=  hidden_act
														__snake_case						:     Tuple									=  intermediate_size
														__snake_case						:     Dict									=  hidden_dropout_prob
														__snake_case						:     Optional[Any]									=  attention_probs_dropout_prob
														__snake_case						:     int									=  max_position_embeddings
														__snake_case						:     Tuple									=  initializer_range
														__snake_case						:     Any									=  layer_norm_eps
														__snake_case						:     int									=  position_embedding_type
														__snake_case						:     List[Any]									=  use_cache
														__snake_case						:     List[str]									=  tie_word_embeddings
														__snake_case						:     Union[str, Any]									=  num_image_with_embedding

														__snake_case						:     int									=  bos_token_id
														__snake_case						:     int									=  eos_token_id






							def        __snake_case   (				self			:    List[Any]							)      ->       Tuple:
														__snake_case						:     int									=  copy.deepcopy(self.__dict__							)
														__snake_case						:     List[Any]									=  self.vision_config.to_dict()
														__snake_case						:     Tuple									=  self.__class__.model_type
														return output







# 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      lowerCamelCase_						(			)	->			Union[str, Any]:





				"""simple docstring"""


				__lowerCamelCase									=       ArgumentParser('Accelerate CLI tool'					,	usage='accelerate <command> [<args>]'					,	allow_abbrev=UpperCamelCase__ )
				__lowerCamelCase									=       parser.add_subparsers(help='accelerate command helpers' )

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

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

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

				# Run
				args.func(UpperCamelCase__ )


if __name__ == "__main__":
					main()


