1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
|
## ----benchmark_SFO_SFO, fig.height = 3-----------------------------------
library("microbenchmark")
library("ggplot2")
mb.1 <- microbenchmark(
"deSolve, not compiled" = mkinfit(SFO_SFO, FOCUS_2006_D,
solution_type = "deSolve",
use_compiled = FALSE, quiet = TRUE),
"Eigenvalue based" = mkinfit(SFO_SFO, FOCUS_2006_D,
solution_type = "eigen", quiet = TRUE),
"deSolve, compiled" = mkinfit(SFO_SFO, FOCUS_2006_D,
solution_type = "deSolve", quiet = TRUE),
times = 3, control = list(warmup = 0))
smb.1 <- summary(mb.1)
print(mb.1)
autoplot(mb.1)
## ------------------------------------------------------------------------
rownames(smb.1) <- smb.1$expr
smb.1["median"]/smb.1["deSolve, compiled", "median"]
## ----benchmark_FOMC_SFO, fig.height = 3----------------------------------
FOMC_SFO <- mkinmod(
parent = mkinsub("FOMC", "m1"),
m1 = mkinsub( "SFO"))
mb.2 <- microbenchmark(
"deSolve, not compiled" = mkinfit(FOMC_SFO, FOCUS_2006_D,
use_compiled = FALSE, quiet = TRUE),
"deSolve, compiled" = mkinfit(FOMC_SFO, FOCUS_2006_D, quiet = TRUE),
times = 3, control = list(warmup = 0))
smb.2 <- summary(mb.2)
print(mb.2)
smb.2["median"]/smb.2["deSolve, compiled", "median"]
autoplot(mb.2)
## ----sessionInfo, echo = FALSE-------------------------------------------
cat(capture.output(sessionInfo())[1:3], sep = "\n")
if(!inherits(try(cpuinfo <- readLines("/proc/cpuinfo")), "try-error")) {
cat(gsub("model name\t: ", "CPU model: ", cpuinfo[grep("model name", cpuinfo)[1]]))
}
|
