From 7667f45124e2020175bc9215d704072610342256 Mon Sep 17 00:00:00 2001 From: aho Date: Fri, 22 Dec 2023 16:05:28 +0100 Subject: [PATCH] Add efficiency test --- efficiency_tests/README.md | 11 ++++++ efficiency_tests/benchmark.R | 36 ++++++++++++++++++ .../profiling_and_efficiency_test.pdf | Bin 0 -> 215700 bytes efficiency_tests/profvis.R | 18 +++++++++ efficiency_tests/submit.sh | 12 ++++++ 5 files changed, 77 insertions(+) create mode 100644 efficiency_tests/README.md create mode 100644 efficiency_tests/benchmark.R create mode 100644 efficiency_tests/profiling_and_efficiency_test.pdf create mode 100644 efficiency_tests/profvis.R create mode 100644 efficiency_tests/submit.sh diff --git a/efficiency_tests/README.md b/efficiency_tests/README.md new file mode 100644 index 0000000..28dc75b --- /dev/null +++ b/efficiency_tests/README.md @@ -0,0 +1,11 @@ +Here are some script to do the efficiency test. Check [profiling_and_efficiency_test.pdf](profiling_and_efficiency_test.pdf) for an overview. + +## Submit jobs on HPCs +[submit.sh](submit.sh) is a bash script to submit jobs with different resource setting. For example, you can ask for 16 cores and 8 cores for the script containing Apply(ncores = 16/8) to see if the speed is improved or not. + +## benchmark test +Use package "rbenchmark" to do the benchmark test. In [benchmark.R](benchmark.R), +we compare s2dv::Trend with different `ncores`, as well as the old function from s2dverification. + +## profvis +Run the package "profvis" on RStudio to see the visualized result. In [profvis.R](profvis.R), we compare the s2dv::Season with an improved version. diff --git a/efficiency_tests/benchmark.R b/efficiency_tests/benchmark.R new file mode 100644 index 0000000..28af3c9 --- /dev/null +++ b/efficiency_tests/benchmark.R @@ -0,0 +1,36 @@ +library(rbenchmark) + +# Mean along 1 dim +benchmark( + "s2dv, 1 core" = { + data <- array(rnorm(1:60000), + dim = c(dat = 1, ftime = 12, member = 6, lon = 20, lat = 50)) + res <- s2dv::Trend(data) + }, + "s2dv, 2 cores" = { + data <- array(rnorm(1:60000), + dim = c(dat = 1, ftime = 12, member = 6, lon = 20, lat = 50)) + res <- s2dv::Trend(data) + }, + + "s2dverification" = { + data <- array(rnorm(1:60000), + dim = c(dat = 1, ftime = 12, member = 6, lon = 20, lat = 50)) + res <- s2dverification::Trend(data) + }, + replications = 10, + columns = c("test", "replications", "elapsed", + "relative", "user.self", "sys.self")) + +# member = 6, ftime = 12 + test replications elapsed relative user.self sys.self +1 s2dv, 1 core 10 172.298 2.542 170.987 0.928 +2 s2dv, 2 cores 10 172.764 2.549 171.435 0.948 +3 s2dverification 10 67.790 1.000 67.284 0.356 + +# member = 6, ftime = 120 + test replications elapsed relative user.self sys.self +1 s2dv, 1 core 10 176.569 2.500 175.687 0.472 +2 s2dv, 2 cores 10 178.390 2.526 176.647 1.240 +3 s2dverification 10 70.621 1.000 69.844 0.616 + diff --git a/efficiency_tests/profiling_and_efficiency_test.pdf b/efficiency_tests/profiling_and_efficiency_test.pdf new file mode 100644 index 0000000000000000000000000000000000000000..0048b1377bf086982819a1eeab96f945eb976db8 GIT binary patch literal 215700 zcmeFZcRbbo|M>qh4=0j3WRI*P*{AG%8OL^LNoL~Mdqzg6lRY9U>lhU(J1feFghP@_ zA~GThN#grF)OB6&@%etnKi|*qcRQ!s%URFYcsw8X$9%p{0>*!6iAsv0-~v38Q~g75 zX}AR3-PQ@Ns0bG~3-qvui)+~U*tobmz{L%1T9;JUCrF7~^h8$({;^NSD`e1nDDzz81520UK?&-UPR z;x~3+vj?BqL4n{?AMn~6@)7>qNss^SqzFu}fR++sI)ZEkUA_8UbL^3=5$UF&?Ex%^TCB-;7h zj>>a4$4q85Vaqr6((j&KlCG-KuYDv1x3Q{I#YBCn2^SrR#mrQnG}G#Ah%e${J7CUg 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= 1, monsup = 2) +}) + +# An improved function from Season. We want to compare it with the existing Season(). +Season_v2 <- function(...) { + ... + ... +} + +profvis({ + res2 <- Season_v2(data = dat1, monini = 1, moninf = 1, monsup = 2) +}) diff --git a/efficiency_tests/submit.sh b/efficiency_tests/submit.sh new file mode 100644 index 0000000..0998d64 --- /dev/null +++ b/efficiency_tests/submit.sh @@ -0,0 +1,12 @@ +#!/bin/bash +#SBATCH -N 1 +#SBATCH -c 16 +#SBATCH -n 1 +#SBATCH --time 10:00:00 +#SBATCH --job-name test_Apply +#SBATCH --output test_Apply-%J.out +#SBATCH --error test_Apply-%J.err + +module load R/4.1.2-foss-2019b + +Rscript xxx.R -- GitLab