




'''simple docstring'''





import json
import logging
import os
import subprocess
from argparse import ArgumentParser


a		:	Tuple       =      logging.getLogger(__name__)





def UpperCAmelCase    (       ):
    _a				:							Dict							       =      ArgumentParser()
    _a       , _a				:							Dict							       =      parser.parse_known_args()
    for arg in unknown:
        if arg.startswith(("""-""", """--""")						):
            parser.add_argument(arg.split("""="""						)[0]						)

    return parser.parse_args()





def UpperCAmelCase    (       ):
    _a				:							List[str]							       =      parse_args()
    _a				:							Optional[int]							       =      8_888
    _a				:							str							       =      int(os.environ["""SM_NUM_GPUS"""]						)
    _a				:							Optional[Any]							       =      json.loads(os.environ["""SM_HOSTS"""]						)
    _a				:							Optional[Any]							       =      len(UpperCAmelCase_						)
    _a				:							Union[str, Any]							       =      os.environ["""SM_CURRENT_HOST"""]
    _a				:							Dict							       =      hosts.index(UpperCAmelCase_						)
    _a				:							List[str]							       =      """INFO"""

    if num_nodes > 1:
        _a				:							Any							       =      F'''python -m torch.distributed.launch \
                --nnodes={num_nodes}  \
                --node_rank={rank}  \
                --nproc_per_node={num_gpus}  \
                --master_addr={hosts[0]}  \
                --master_port={port} \
                ./run_glue.py \
                {''.join(['nested fstring' for parameter,value in args.__dict__.items()]						)}'''
    else:
        _a				:							Tuple							       =      F'''python -m torch.distributed.launch \
            --nproc_per_node={num_gpus}  \
            ./run_glue.py \
            {''.join(['nested fstring' for parameter,value in args.__dict__.items()]						)}'''
    try:
        subprocess.run(UpperCAmelCase_   ,	shell=UpperCAmelCase_						)
    except Exception as e:
        logger.info(UpperCAmelCase_						)


if __name__ == "__main__":
  main()








'''simple docstring'''







A					       =[[0, 1, 1], [0, 0, 1], [1, 0, 0]]


class      _a    :
       def __init__(      self		:      Optional[int]  ,							lowercase		:      str							):



           '''simple docstring'''

           UpperCAmelCase     			=						name
           UpperCAmelCase     			=						[]
           UpperCAmelCase     			=						[]
       def        A (      self		:      Union[str, Any]  ,							lowercase		:      int							):



           '''simple docstring'''

           self.inbound.append(lowercase							)
       def        A (      self		:      List[str]  ,							lowercase		:      Optional[Any]							):



           '''simple docstring'''

           self.outbound.append(lowercase							)







       def __repr__(      self		:      Any							):



           '''simple docstring'''

           return f"<node={self.name} inbound={self.inbound} outbound={self.outbound}>"






def 		snake_case_				(_a      :				str       ,  _a      :				str=3       ,  _a      :				Any=0.85	):
    UpperCAmelCase     			=						{}
    for node in nodes:
        UpperCAmelCase     			=						1

    UpperCAmelCase     			=						{}
    for node in nodes:
        UpperCAmelCase     			=						len(node.outbound	)

    for i in range(_a	):
        print(F"======= Iteration {i + 1} ======="	)
        for _, node in enumerate(_a	):
            UpperCAmelCase     			=						(1 - d) + d * sum(
                ranks[ib] / outbounds[ib] for ib in node.inbound	)
        print(_a	)





def 		snake_case_				():
    UpperCAmelCase     			=						list(input('''Enter Names of the Nodes: '''	).split()	)

    UpperCAmelCase     			=						[Node(_a	) for name in names]

    for ri, row in enumerate(_a	):
        for ci, col in enumerate(_a	):
            if col == 1:
                nodes[ci].add_inbound(names[ri]	)
                nodes[ri].add_outbound(names[ci]	)

    print('''======= Nodes ======='''	)
    for node in nodes:
        print(_a	)

    page_rank(_a	)


if __name__ == "__main__":
   main()




