umx_check_parallel: Check if OpenMx is using OpenMP, test cores, and get timings

In tbates/umx: Structural Equation Modeling and Twin Modeling in R

Check if OpenMx is using OpenMP, test cores, and get timings

Description

Shows how many cores you are using, and runs a test script so user can check CPU usage.

Usage

umx_check_parallel(
  nCores = c(1, omxDetectCores()),
  testScript = NULL,
  rowwiseParallel = TRUE,
  nSubjects = 1000,
  optimizer = NULL
)

Arguments

nCores	How many cores to run (defaults to c(1, max). -1 = all available.
testScript	A user-provided script to run (NULL)
rowwiseParallel	Whether to parallel-ize rows (default) or gradient computation
nSubjects	Number of rows to model (Default = 1000) Reduce for quicker runs.
optimizer	Set optimizer, e.g., "NPSOL")

Details

Some historical (starting 2017-09-06) speeds on my late 2015 iMac, 3.3 GHz Quad-core i7 desktop and then a quad i7 2018 MacBook Pro

Date	Version	Cores	Time	Notes
2021-07-28	2.19.6.19 (git)	8	00 min 42.98 sec	\Delta:-80 (SLSQP laptop (55 sec under NPSOL))
2021-07-28	2.19.6.19 (git)	1	02 min 03 sec	(SLSQP on laptop)
2020-08-09	2.17.3 (git)	1	01 min 52 sec	(CSOLNP on laptop)
2020-08-09	2.17.3 (git)	4	00 min 40.18 sec	(CSOLNP on laptop)
2019-06-13	v2.13.2 (git)	1	01 min, 11 sec	(NPSOL)
2019-06-13	v2.13.2 (git)	4	00 min, 22 sec	(NPSOL)
2019-06-13	v2.13.2 (git)	6	00 min, 21 sec	(NPSOL)
2018-10-14	v2.11.5 (CRAN)	4	00 min, 36 sec	\Delta:-39.598)
2018-09-17	v2.11.3	1	01 min, 31 sec
2018-09-17	v2.11.3	4	00 min, 30.6 sec	\Delta: -61.49)
2017-10-16	v2.7.18-9	1	01 min, 07.30 sec
2017-10-16	v2.7.18-9	4	00 min, 22.63 sec	\Delta: -44.68)
2017-10-16	Clang OpenMP	1	01 min, 08.38 sec
2017-10-16	Clang OpenMP	4	00 min, 24.89 sec	\Delta: -43.49)
2017-09-07	Clang OpenMP	1	01 min, 12.90 sec
2017-09-07	Clang OpenMP	4	00 min, 32.20 sec	\Delta: -40.70
2017-09-07	Clang notOpenMP	1	01 min, 09.90 sec
2017-09-07	TRAVIS	1	01 min, 06.20 sec
2017-09-07	TRAVIS	4	00 min, 21.10 sec	\Delta: -45.00

Value

None

References

• https://tbates.github.io, https://github.com/tbates/umx

See Also

Other Test: umx_check(), umx_check_OS(), umx_check_model(), umx_check_names(), umx_has_CIs(), umx_has_been_run(), umx_has_means(), umx_has_square_brackets(), umx_is_MxData(), umx_is_MxMatrix(), umx_is_MxModel(), umx_is_RAM(), umx_is_cov()

Examples

## Not run: 
# In 2016 1core took 1 minute
umx_check_parallel()

## End(Not run)

tbates/umx documentation built on Dec. 14, 2024, 11:28 a.m.