


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


lowerCAmelCase__       :	str     				=logging.getLogger(__name__)






def 		a__       (							):
			SCREAMING_SNAKE_CASE_						:			Any       						= ArgumentParser()
			SCREAMING_SNAKE_CASE_						,	SCREAMING_SNAKE_CASE_						:			Any       						= parser.parse_known_args()
			for arg in unknown:
						if arg.startswith(('-', '--')							):
									parser.add_argument(arg.split('='							)[0]							)

			return parser.parse_args()






def 		a__       (							):
			SCREAMING_SNAKE_CASE_						:			Dict       						= parse_args()
			SCREAMING_SNAKE_CASE_						:			int       						= 8_8_8_8
			SCREAMING_SNAKE_CASE_						:			Optional[Any]       						= int(os.environ['SM_NUM_GPUS']							)
			SCREAMING_SNAKE_CASE_						:			Dict       						= json.loads(os.environ['SM_HOSTS']							)
			SCREAMING_SNAKE_CASE_						:			Union[str, Any]       						= len(A__							)
			SCREAMING_SNAKE_CASE_						:			str       						= os.environ['SM_CURRENT_HOST']
			SCREAMING_SNAKE_CASE_						:			str       						= hosts.index(A__							)
			SCREAMING_SNAKE_CASE_						:			Optional[int]       						= 'INFO'

			if num_nodes > 1:
						SCREAMING_SNAKE_CASE_						:			List[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:
						SCREAMING_SNAKE_CASE_						:			List[str]       						= 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(A__,	shell=A__							)
			except Exception as e:
						logger.info(A__							)


if __name__ == "__main__":
				main()









from __future__ import annotations






def 		a__       (							A__							):
			if len(A__							) == 0:
						raise ValueError('find_max() arg is an empty sequence'							)
			SCREAMING_SNAKE_CASE_						:			str       						= nums[0]
			for x in nums:
						if x > max_num:
									SCREAMING_SNAKE_CASE_						:			Optional[int]       						= x
			return max_num


if __name__ == "__main__":
				import doctest

				doctest.testmod(verbose=True)





