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R: how to check how many cores/CPU usage available

Tags:

r

cpu

cpu-usage

R is single-threaded.

  1. Using R, how to check how many cores/threads are running R in Windows and Linux? (Or how many Rs are running)
  2. Using R, how to check the usage of each core that is running R in Windows and Linux? (Or the percentage of CPU each R is using)

For example, if I have two R opened running projects. I would expect that there are 2 threads running R with some % of CPU for each thread. Then I open another R. How to use the third R to check the number of threads (2 in this case) and percentage of CPU being used by R?

like image 987
WCMC Avatar asked Nov 15 '17 22:11

WCMC


People also ask

How do I check how many cores I have in R?

Your best bet is to use task manager (windows) or something like top or htop (linux) to see what each core is doing, remembering that R is single-threaded by default. There are math libraries that R might use that take advantage of multiple threads, but R doesn't report on that, only the OS does.

How do you check how many CPU cores you are using?

Press Ctrl + Shift + Esc to open Task Manager. Select the Performance tab to see how many cores and logical processors your PC has.

How many cores does R use?

As mentioned in the previous section, R only uses one core at the time, even if there are more available.

Does R automatically use multiple cores?

The operating system will indeed always assign a different core to each new R instance.


1 Answers

If you open multiple R windows, each window will be running on a different core up to the maximum number of cores that you have. This is automatically implemented on windows and mac computers. If you want to know how many cores you have, you can run:

library(parallel)
detectCores()
like image 158
mikey Avatar answered Oct 16 '22 07:10

mikey