number of cpus detection :: possible oversubcribe problems

[EricDeveaud]

Hello,

centrifuge_evaluate.py uses multiprocessing.cpu_count() to ge the number of cpus. but multiprocessing.cpu_count() return the number of cpu in the machine, But this is not the same as the number of cpu available to the process. For example, you can run in a taskset context or a batch scheduler like slurm.

see:

$ nproc
96
$ taskset -c 1 nproc
1
$ taskset -c 1 python3 -c "import multiprocessing; print(multiprocessing.cpu_count())"
96

I would suggest to use len(os.sched_getaffinity(0)) instead of multiprocessing.cpu_count()

$ python3 -c "import os; print(len(os.sched_getaffinity(0)))"
96
$ taskset -c 1 python3 -c "import os; print(len(os.sched_getaffinity(0)))"
1

NB Mac OSX python does not have os.sched_getaffinity so a portable way to code it would be

try:
    num_cpus = len(os.sched_getaffinity(0))
except AttributeError:
    num_cpus = multiprocessing.cpu_count()

regards

Eric regards

Eric

[EricDeveaud]

os.sched_getaffinity only available in python3

[EricDeveaud]

for python 2 a solution will be:

import re
try:
    m = re.search(r'(?m)^Cpus_allowed:\s*(.*)$', open('/proc/self/status').read())
    if m:
        num_cpus = bin(int(m.group(1).replace(',', ''), 16)).count('1')
except IOError:
   num_cpus = os.cpu_count()

regards

Erci