76 lines
1.5 KiB
Plaintext
76 lines
1.5 KiB
Plaintext
|
<%@include file="includes/setup.md.rsp"%>
|
||
|
|
||
|
<%@string colname="colRanges"%>
|
||
|
<%@string rowname="rowRanges"%>
|
||
|
<%@meta title="${colname}() and ${rowname}() benchmarks"%>
|
||
|
<%@meta author="Henrik Bengtsson"%>
|
||
|
<%@meta date="2014-06-09"%>
|
||
|
|
||
|
<%@include file="${header}"%>
|
||
|
|
||
|
|
||
|
# <%@meta name="title"%>
|
||
|
|
||
|
This report benchmark the performance of <%=colname%>() and <%=rowname%>() against alternative methods.
|
||
|
|
||
|
## Alternative methods
|
||
|
|
||
|
* apply() + range()
|
||
|
|
||
|
|
||
|
<% for (mode in c("integer", "double")) { %>
|
||
|
|
||
|
## Data type "<%=mode%>"
|
||
|
|
||
|
### Data
|
||
|
```r
|
||
|
<%=withCapture({
|
||
|
<%@include file="R/random-matrices.R"%>
|
||
|
data <- rmatrices(mode = mode)
|
||
|
})%>
|
||
|
```
|
||
|
|
||
|
### Results
|
||
|
|
||
|
<% for (dataLabel in names(data)) { %>
|
||
|
<% mprintf("%s: %s\n", mode, dataLabel) %>
|
||
|
#### <%=dataLabel%> <%=mode%> matrix
|
||
|
|
||
|
```r
|
||
|
<%=withCapture({
|
||
|
X <- data[[.dataLabel.]]
|
||
|
gc()
|
||
|
|
||
|
colStats <- microbenchmark(
|
||
|
colRanges = colRanges(X, na.rm = FALSE),
|
||
|
"apply+range" = apply(X, MARGIN = 2L, FUN = range, na.rm = FALSE),
|
||
|
unit = "ms"
|
||
|
)
|
||
|
|
||
|
X <- t(X)
|
||
|
gc()
|
||
|
|
||
|
rowStats <- microbenchmark(
|
||
|
rowRanges = rowRanges(X, na.rm = FALSE),
|
||
|
"apply+range" = apply(X, MARGIN = 1L, FUN = range, na.rm = FALSE),
|
||
|
unit = "ms"
|
||
|
)
|
||
|
})%>
|
||
|
```
|
||
|
|
||
|
<% crBenchmarkResults(colStats, rowStats, tags=c(mode, dataLabel)) %>
|
||
|
|
||
|
<% } # for (dataLabel ...) %>
|
||
|
|
||
|
<% } # for (mode ...) %>
|
||
|
|
||
|
|
||
|
<%@include file="${footer}"%>
|
||
|
|
||
|
|
||
|
<%---------------------------------------------------------------------------
|
||
|
HISTORY:
|
||
|
2014-06-09
|
||
|
o Created.
|
||
|
---------------------------------------------------------------------------%>
|