multiproc.py

import time
import torch
import sys
import subprocess
import os

argslist = list(sys.argv)[1:]
num_gpus = torch.cuda.device_count()
argslist.append('--n_gpus={}'.format(num_gpus))
workers = []
job_id = time.strftime("%Y_%m_%d-%H%M%S")
argslist.append("--group_name=group_{}".format(job_id))

for i in range(num_gpus):
    argslist.append('--rank={}'.format(i))
    stdout = None
    if i==0:
        stdout = None
    else:
        if not os.path.isdir("multiproc_logs/{}/".format(job_id)):
            os.mkdir("multiproc_logs/{}/".format(job_id))
        stdout = open("multiproc_logs/{}/{}_GPU_{}.log".format(job_id, job_id, i), "w")
    print(argslist)
    p = subprocess.Popen([str(sys.executable)]+argslist, stdout=stdout, stderr=subprocess.STDOUT)
    workers.append(p)
    argslist = argslist[:-1]

for p in workers:
    p.wait()