aboutsummaryrefslogtreecommitdiff
path: root/vignettes/web_only/benchmarks.rmd
diff options
context:
space:
mode:
authorJohannes Ranke <jranke@uni-bremen.de>2022-07-01 09:08:49 +0200
committerJohannes Ranke <jranke@uni-bremen.de>2022-07-01 09:08:49 +0200
commit7008a4ee100830a29a923a05274fd4ca216cd1ea (patch)
treee4d0c3051f8bf6f0eebfd2954dff5e4230cd0738 /vignettes/web_only/benchmarks.rmd
parente271d3e89bbb1cdd048ae14786911bf64d09f94d (diff)
Add R version to data in benchmark vignette
Diffstat (limited to 'vignettes/web_only/benchmarks.rmd')
-rw-r--r--vignettes/web_only/benchmarks.rmd53
1 files changed, 39 insertions, 14 deletions
diff --git a/vignettes/web_only/benchmarks.rmd b/vignettes/web_only/benchmarks.rmd
index 9697f96b..9ac87631 100644
--- a/vignettes/web_only/benchmarks.rmd
+++ b/vignettes/web_only/benchmarks.rmd
@@ -1,7 +1,7 @@
---
title: "Benchmark timings for mkin"
author: "Johannes Ranke"
-date: Last change 13 May 2020 (rebuilt `r Sys.Date()`)
+date: Last change 30 June 2022 (rebuilt `r Sys.Date()`)
output:
html_document:
toc: true
@@ -19,19 +19,40 @@ opts_chunk$set(tidy = FALSE, cache = FALSE)
library("mkin")
```
-Each system is characterized by its CPU type, the operating system type and the
-mkin version. Currently only values for one system are available. A compiler
-was available, so if no analytical solution was available, compiled ODE models are
-used.
+Each system is characterized by the operating system type, the CPU type, the
+mkin version, and, as in June 2022 the current R version lead to worse
+performance, the R version. A compiler was available, so if no analytical
+solution was available, compiled ODE models are used.
+
+Every fit is only performed once, so the accuracy of the benchmarks is limited.
```{r include = FALSE}
cpu_model <- benchmarkme::get_cpu()$model_name
+# Abbreviate CPU identifiers
+cpu_model <- gsub("AMD ", "", cpu_model)
+cpu_model <- gsub("Intel\\(R\\) Core\\(TM\\) ", "", cpu_model)
+cpu_model <- gsub(" Eight-Core Processor", "", cpu_model)
+cpu_model <- gsub(" CPU @ 2.50GHz", "", cpu_model)
+
operating_system <- Sys.info()[["sysname"]]
mkin_version <- as.character(packageVersion("mkin"))
-system_string <- paste0(operating_system, ", ", cpu_model, ", mkin version ", mkin_version)
-load("~/git/mkin/vignettes/web_only/mkin_benchmarks.rda")
-mkin_benchmarks[system_string, c("CPU", "OS", "mkin")] <-
- c(cpu_model, operating_system, mkin_version)
+R_version <- paste0(R.version$major, ".", R.version$minor)
+system_string <- paste0(operating_system, ", ", cpu_model, ", mkin ", mkin_version, ", R ", R_version)
+
+benchmark_path = normalizePath("~/git/mkin/vignettes/web_only/mkin_benchmarks.rda")
+load(benchmark_path)
+
+# Used for reformatting the data on 2022-06-30
+# mkin_benchmarks[, "R"] <- NA
+# mkin_benchmarks <- mkin_benchmarks[c(2, 1, 15, 3, 4:14)]
+# mkin_benchmarks[, "CPU"] <- gsub("AMD.*", "Ryzen 7 1700", mkin_benchmarks[, "CPU"])
+# mkin_benchmarks[, "CPU"] <- gsub("Intel.*", "i7-4710MQ", mkin_benchmarks[, "CPU"])
+# rownames(mkin_benchmarks) <- gsub("AMD Ryzen 7 1700 Eight-Core Processor", "Ryzen 7 1700", rownames(mkin_benchmarks))
+# rownames(mkin_benchmarks) <- gsub("Intel\\(R\\) Core\\(TM\\) i7-4710MQ CPU @ 2.50GHz", "i7-4710MQ", rownames(mkin_benchmarks))
+# rownames(mkin_benchmarks) <- gsub(" version", "", rownames(mkin_benchmarks))
+
+mkin_benchmarks[system_string, c("CPU", "OS", "mkin", "R")] <-
+ c(cpu_model, operating_system, mkin_version, R_version)
if (mkin_version > "0.9.48.1") {
mmkin_bench <- function(models, datasets, error_model = "const") {
@@ -111,12 +132,16 @@ t11 <- system.time(mmkin_bench(list(m_synth_DFOP_par), list(DFOP_par_c),
```{r results}
mkin_benchmarks[system_string, paste0("t", 1:11)] <-
c(t1, t2, t3, t4, t5, t6, t7, t8, t9, t10, t11)
-save(mkin_benchmarks, file = "~/git/mkin/vignettes/web_only/mkin_benchmarks.rda")
+save(mkin_benchmarks, file = benchmark_path)
+# Hide rownames from kable for results section
+rownames(mkin_benchmarks) <- NULL
```
## Results
-Benchmarks for all available error models are shown.
+Benchmarks for all available error models are shown. They are intended for
+improving mkin, not for comparing CPUs or operating systems. All trademarks
+belong to their respective owners.
### Parent only
@@ -124,7 +149,7 @@ Constant variance (t1) and two-component error model (t2) for four models
fitted to two datasets, i.e. eight fits for each test.
```{r, echo = FALSE}
-kable(mkin_benchmarks[, 4:5])
+kable(mkin_benchmarks[, c(1:4, 5:6)])
```
### One metabolite
@@ -133,7 +158,7 @@ Constant variance (t3), two-component error model (t4), and variance by variable
for three models fitted to one dataset, i.e. three fits for each test.
```{r, echo = FALSE}
-kable(mkin_benchmarks[, 6:8])
+kable(mkin_benchmarks[, c(1:4, 7:9)])
```
### Two metabolites
@@ -143,5 +168,5 @@ variance by variable (t10 and t11) for one model fitted to one dataset, i.e.
one fit for each test.
```{r, echo = FALSE}
-kable(mkin_benchmarks[, 9:14])
+kable(mkin_benchmarks[, c(1:4, 10:15)])
```

Contact - Imprint