

_lowerCamelCase    :       Dict        =							tuple[float, float, float]
_lowerCamelCase    :       Union[str, Any]        =							tuple[float, float, float]

def       a__					(		UpperCAmelCase							:      Pointad    ,			UpperCAmelCase							:      Pointad      )  ->						Vectorad:
  UpperCAmelCase	:							int						=			end_pointa[0] - end_pointa[0]
  UpperCAmelCase	:							Dict						=			end_pointa[1] - end_pointa[1]
  UpperCAmelCase	:							Tuple						=			end_pointa[2] - end_pointa[2]
  return (x, y, z)

def       a__					(		UpperCAmelCase							:      Vectorad    ,			UpperCAmelCase							:      Vectorad      )  ->						Vectorad:
  UpperCAmelCase	:							Tuple						=			ab[1] * ac[2] - ab[2] * ac[1]  # *i
  UpperCAmelCase	:							Dict						=			(ab[0] * ac[2] - ab[2] * ac[0]) * -1  # *j
  UpperCAmelCase	:							List[Any]						=			ab[0] * ac[1] - ab[1] * ac[0]  # *k
  return (x, y, z)

def       a__					(		UpperCAmelCase							:      Vectorad    ,			UpperCAmelCase							:      int      )  ->						bool:
  return tuple(round(UpperCAmelCase    ,			UpperCAmelCase      ) for x in vector      ) == (0, 0, 0)






def       a__					(		UpperCAmelCase							:      Pointad    ,			UpperCAmelCase							:      Pointad    ,			UpperCAmelCase							:      Pointad    ,			UpperCAmelCase							:      int = 10      )  ->						bool:
  UpperCAmelCase	:							Union[str, Any]						=			create_vector(UpperCAmelCase    ,			UpperCAmelCase      )
  UpperCAmelCase	:							List[str]						=			create_vector(UpperCAmelCase    ,			UpperCAmelCase      )
  return is_zero_vector(get_ad_vectors_cross(UpperCAmelCase    ,			UpperCAmelCase      )    ,			UpperCAmelCase      )








# 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.

import argparse
import os

from accelerate.utils import ComputeEnvironment

from .cluster import get_cluster_input
from .config_args import cache_dir, default_config_file, default_yaml_config_file, load_config_from_file  # noqa: F401
from .config_utils import _ask_field, _ask_options, _convert_compute_environment  # noqa: F401
from .sagemaker import get_sagemaker_input


_lowerCamelCase    :       Optional[Any]        =							"Launches a series of prompts to create and save a `default_config.yaml` configuration file for your training system. Should always be ran first on your machine"

def       a__					(		)  ->						List[Any]:
  UpperCAmelCase	:							Dict						=			_ask_options(
      '''In which compute environment are you running?'''    ,			['''This machine''', '''AWS (Amazon SageMaker)''']    ,			_convert_compute_environment    ,			)
  if compute_environment == ComputeEnvironment.AMAZON_SAGEMAKER:
    UpperCAmelCase	:							List[Any]						=			get_sagemaker_input()
  else:
    UpperCAmelCase	:							Optional[Any]						=			get_cluster_input()
  return config

def       a__					(		UpperCAmelCase							:      Union[str, Any]=None      )  ->						List[Any]:
  if subparsers is not None:
    UpperCAmelCase	:							Optional[Any]						=			subparsers.add_parser('''config'''    ,			description=UpperCAmelCase      )
  else:
    UpperCAmelCase	:							List[str]						=			argparse.ArgumentParser('''Accelerate config command'''    ,			description=UpperCAmelCase      )

  parser.add_argument(
      '''--config_file'''    ,			default=UpperCAmelCase    ,			help=(
          '''The path to use to store the config file. Will default to a file named default_config.yaml in the cache '''
          '''location, which is the content of the environment `HF_HOME` suffixed with \'accelerate\', or if you don\'t have '''
          '''such an environment variable, your cache directory (\'~/.cache\' or the content of `XDG_CACHE_HOME`) suffixed '''
          '''with \'huggingface\'.'''
      )    ,			)

  if subparsers is not None:
    parser.set_defaults(func=UpperCAmelCase      )
  return parser

def       a__					(		UpperCAmelCase							:      List[Any]      )  ->						Optional[int]:
  UpperCAmelCase	:							str						=			get_user_input()
  if args.config_file is not None:
    UpperCAmelCase	:							Any						=			args.config_file
  else:
    if not os.path.isdir(UpperCAmelCase      ):
      os.makedirs(UpperCAmelCase      )
    UpperCAmelCase	:							List[str]						=			default_yaml_config_file

  if config_file.endswith('''.json'''      ):
    config.to_json_file(UpperCAmelCase      )
  else:
    config.to_yaml_file(UpperCAmelCase      )
  print(f'''accelerate configuration saved at {config_file}'''      )

def       a__					(		)  ->						Dict:
  UpperCAmelCase	:							str						=			config_command_parser()
  UpperCAmelCase	:							str						=			parser.parse_args()
  config_command(UpperCAmelCase      )


if __name__ == "__main__":
     main()





