Detect the Number of CPU Cores
Attempt to detect the number of CPU cores on the current host.
detectCores(all.tests = FALSE, logical = TRUE)
Logical: if true apply all known tests.
Logical: if possible, use the number of physical CPUs/cores (if
FALSE) or logical CPUs (if
TRUE). Currently this is honoured only on Linux, macOS, Sparc Solaris and Windows.
This attempts to detect the number of available CPU cores.
It has methods to do so for Linux, macOS, FreeBSD, OpenBSD, Solaris,
Irix and Windows.
detectCores(TRUE) could be tried on other
Prior to R 3.3.0 the default was
logical = FALSE except on
logical = TRUE had an effect only on Sparc Solaris
and Windows (where it was the default).
NA if the answer is unknown.
Exactly what this represents is OS-dependent: where possible by default it counts logical (e.g., hyperthreaded) CPUs and not physical cores or packages.
Under macOS there is a further distinction between ‘available in the current power management mode’ and ‘could be available this boot’, and this function returns the first.
Only versions of Windows since XP SP3 are supported. Microsoft
documents that with
logical = FALSE it will report the number of
cores on Vista or later, but the number of physical CPU packages on XP
or Server 2003: however it reported correctly on the XP systems we
On Sparc Solaris
logical = FALSE returns the number of physical
logical = TRUE returns the number of available
hardware threads. (Some Sparc CPUs which do have multiple cores per
CPU, others have multiple threads per core and some have both.) For
example, the UltraSparc T2 CPU in the CRAN check server is a single
physical CPU with 8 cores, and each core supports 8 hardware threads.
detectCores(logical = FALSE) returns 8, and
detectCores(logical = TRUE) returns 64.
Where virtual machines are in use, one would hope that the result represents the number of CPUs available (or potentially available) to that particular VM.
This is not suitable for use directly for the
mclapply nor specifying the number of cores in
makeCluster. First because it may return
because it does not give the number of allowed cores, and third
because on Sparc Solaris and some Windows boxes it is not reasonable
to try to use all the logical CPUs at once.
detectCores() detectCores(logical = FALSE)