How to Get the Number of CPUs Using Python
-
Use the
multiprocessing
Module to Get the Number of CPUs in Python -
Use the
os
Module to Get the Number of CPUs in Python -
Use the
psutil
Module to Get the Number of CPUs in Python -
Use the
joblib
Module to Get the Number of CPUs in Python
A CPU can contain a single core or multiple cores. Single cores work on only one process, whereas multiple cores work on multiple processes simultaneously.
This tutorial will introduce different methods to find the total number of CPU cores using a Python program.
Use the multiprocessing
Module to Get the Number of CPUs in Python
The cpu_count()
function in the multiprocessing
module gets the total number of CPUs in the system.
import multiprocessing
multiprocessing.cpu_count()
Output:
8
Use the os
Module to Get the Number of CPUs in Python
The os
module provides functions to interact with the operating system. The os.cpu_count()
command can print the number of CPUs in the system.
This method is the same as the above example and returns the same value in the same machine.
import os
os.cpu_count()
Output:
8
This output value does not equal the number of CPUs the current process can use.
You can obtain the number of usable CPUs using the command below.
len(os.sched_getaffinity(0))
It only works in some operating systems, such as Unix.
Use the psutil
Module to Get the Number of CPUs in Python
psutil
is a cross-platform module in Python to get information on running processes and system utilization (CPU, memory, disks, network, sensors).
You can install the psutil
library using the following command.
pip install psutil
To determine the number of CPUs using psutil
, execute these commands.
import psutil
psutil.cpu_count()
Output:
8
Use the joblib
Module to Get the Number of CPUs in Python
joblib
is a Python package that provides tools for transparent and fast disk-caching of functions and easy parallel computing.
You can view the number of CPUs in the system using the joblib.cpu_count()
command.
import joblib
joblib.cpu_count()
Output:
8
Now you should have understood how to obtain the total number of CPUs using different modules in Python. All modules have the same function, cpu_count()
, that returns the CPUs count in the system.
You have also learned how to find out the number of usable CPUs in the computer. We hope you find this tutorial helpful.