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RCura/R_microbenchmarks.csv

Last active February 6, 2017 16:46
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Benchmarking leaflet.extras::addHeatmap vs leaflet.extras::addWebGLHeatmap
Raw
bench_analysis.csv
Bench Fastest Median Slowest StdDev
heat_10k 397ms 416ms 428ms 8ms
webgl_10k 473ms 501ms 511ms 12ms
heat_100k 667ms 704ms 726ms 18ms
webgl_100k 1184ms 1213ms 1332ms 54ms
heat_250k 1068ms 1104ms 1140ms 19ms
webgl_250k 2585ms 2652ms 2668ms 23ms
heat_500k 1768ms 1801ms 1828ms 18ms
webgl_500k 4926ms 4955ms 4980ms 13ms
heat_1M 3541ms 3606ms 3728ms 49ms
webgl_1M 10182ms 10543ms 10575ms 154ms
heat_2M 6479ms 6552ms 6669ms 64ms
webgl_2M 19315ms 20365ms 20514ms 389ms
Raw
benchmarks.Rmd
---
title: "Leaflet heatmaps benchmarks"
author: "Robin Cura"
date: "6 février 2017"
output: html_document
---
```{r setup, include=FALSE}
knitr::opts_chunk$set(echo = TRUE)
```
# Data preparation
```{r}
library(tibble)
library(dplyr)
paris <- list(
min = list(Long = 2.199669, Lat = 48.806185),
max = list(Long = 2.481194, Lat = 48.899258)
)
paris$mean <- list(Long = mean(c(paris$min$Long, paris$max$Long)),
Lat = mean(c(paris$min$Lat, paris$max$Lat)))
paris$sd <- list(Long = (paris$max$Long - paris$min$Long) / 2,
Lat = (paris$max$Lat - paris$min$Lat) / 2)
set.seed(1000)
sampleSizes <- c(10E3, 100E3, 250E3, 500E3, 1E6, 2E6)
coordsSample <- data_frame(lng = rnorm(n = max(sampleSizes), mean = paris$mean$Long, sd = paris$sd$Long),
lat = rnorm(n = max(sampleSizes), mean = paris$mean$Lat, sd = paris$sd$Lat))
coords_10k <- coordsSample %>% sample_n(10E3)
coords_100k <- coordsSample %>% sample_n(100E3)
coords_250k <- coordsSample %>% sample_n(250E3)
coords_500k <- coordsSample %>% sample_n(500E3)
coords_1M <- coordsSample %>% sample_n(1E6)
coords_2M <- coordsSample %>% sample_n(2E6)
```
# Loading the package
```{r pkgs}
# library(devtools)
# install_github("bhaskarvk/leaflet.extras")
library(leaflet)
library(leaflet.extras)
library(microbenchmark)
```
# Running benchmarks
```{r, eval = FALSE, echo = FALSE}
heat_benchs <- microbenchmark(
heat_10k = leaflet() %>% addHeatmap(data = coords_10k, layerId = "ABC"),
webgl_10k = leaflet() %>% addWebGLHeatmap(data = coords_10k, layerId = "ABC"),
heat_100k = leaflet() %>% addHeatmap(data = coords_100k, layerId = "ABC"),
webgl_100k = leaflet() %>% addWebGLHeatmap(data = coords_100k, layerId = "ABC"),
heat_250k = leaflet() %>% addHeatmap(data = coords_250k, layerId = "ABC"),
webgl_250k = leaflet() %>% addWebGLHeatmap(data = coords_250k, layerId = "ABC"),
heat_500k = leaflet() %>% addHeatmap(data = coords_500k, layerId = "ABC"),
webgl_500k = leaflet() %>% addWebGLHeatmap(data = coords_500k, layerId = "ABC"),
heat_1M = leaflet() %>% addHeatmap(data = coords_1M, layerId = "ABC"),
webgl_1M = leaflet() %>% addWebGLHeatmap(data = coords_1M, layerId = "ABC"),
heat_2M = leaflet() %>% addHeatmap(data = coords_2M, layerId = "ABC"),
webgl_2M = leaflet() %>% addWebGLHeatmap(data = coords_2M, layerId = "ABC"),
times = 100
)
```
# Plotting R benchmarks
```{r, eval = FALSE, echo = FALSE}
library(tidyr)
tidyBenchs <- heat_benchs %>%
as_tibble() %>%
separate(col = "expr", into = c("type", "size")) %>%
mutate(size = gsub(x = size, pattern = "k", replacement = "E3"),
size = gsub(x = size, pattern = "M", replacement = "E6")) %>%
mutate(size = as.numeric(size))
library(ggplot2)
ggplot(tidyBenchs %>% group_by(type, size) %>% summarise(time = mean(time)),
aes(x = size, y = time, group = type, col = type, lty = type)) +
geom_line() +
geom_point()
```
# Saving pages for js profiling
```{r, eval = FALSE}
library(htmlwidgets)
heat_10k <- leaflet() %>% addHeatmap(data = coords_10k, layerId = "ABC")
webgl_10k <- leaflet() %>% addWebGLHeatmap(data = coords_10k, layerId = "ABC")
heat_100k <- leaflet() %>% addHeatmap(data = coords_100k, layerId = "ABC")
webgl_100k <- leaflet() %>% addWebGLHeatmap(data = coords_100k, layerId = "ABC")
heat_250k <- leaflet() %>% addHeatmap(data = coords_250k, layerId = "ABC")
webgl_250k <- leaflet() %>% addWebGLHeatmap(data = coords_250k, layerId = "ABC")
heat_500k <- leaflet() %>% addHeatmap(data = coords_500k, layerId = "ABC")
webgl_500k <- leaflet() %>% addWebGLHeatmap(data = coords_500k, layerId = "ABC")
heat_1M <- leaflet() %>% addHeatmap(data = coords_1M, layerId = "ABC")
webgl_1M <- leaflet() %>% addWebGLHeatmap(data = coords_1M, layerId = "ABC")
heat_2M <- leaflet() %>% addHeatmap(data = coords_2M, layerId = "ABC")
webgl_2M <- leaflet() %>% addWebGLHeatmap(data = coords_2M, layerId = "ABC")
saveWidget(file = "heat_10k.html", widget = heat_10k)
saveWidget(file = "webgl_10k.html", widget = webgl_10k)
saveWidget(file = "heat_100k.html", widget = heat_100k)
saveWidget(file = "webgl_100k.html", widget = webgl_100k)
saveWidget(file = "heat_250k.html", widget = heat_250k)
saveWidget(file = "webgl_250k.html", widget = webgl_250k)
saveWidget(file = "heat_500k.html", widget = heat_500k)
saveWidget(file = "webgl_500k.html", widget = webgl_500k)
# saveWidget(file = "heat_1M.html", widget = heat_1M) # saveWidget crashed from here, so, displaying the widgets in next chunk (1 at a time...) and knitting the Rmd.
# saveWidget(file = "webgl_1M.html", widget = webgl_1M)
# saveWidget(file = "heat_2M.html", widget = heat_2M)
# saveWidget(file = "webgl_2M.html", widget = webgl_2M)
```
```{r, eval = FALSE}
heat_1M
```
# Page load benchmarks
http-server -p 8080 &
wbench http://localhost:8080/heat_10k.html -nc >> benchs.txt &&
wbench http://localhost:8080/webgl_10k.html -nc >> benchs.txt &&
wbench http://localhost:8080/heat_100k.html -nc >> benchs.txt &&
wbench http://localhost:8080/webgl_100k.html -nc >> benchs.txt &&
wbench http://localhost:8080/heat_250k.html -nc >> benchs.txt &&
wbench http://localhost:8080/webgl_250k.html -nc >> benchs.txt &&
wbench http://localhost:8080/heat_500k.html -nc >> benchs.txt &&
wbench http://localhost:8080/webgl_500k.html -nc >> benchs.txt &&
wbench http://localhost:8080/heat_1M.html -nc >> benchs.txt &&
wbench http://localhost:8080/webgl_1M.html -nc >> benchs.txt &&
wbench http://localhost:8080/heat_2M.html -nc >> benchs.txt &&
wbench http://localhost:8080/webgl_2M.html -nc >> benchs.txt &&
pkill node
# Page load analysis (after manually editing benchs.txt)
```{r, echo = FALSE}
human_numbers <- function(x = NULL, smbl =""){
humanity <- function(y){
if (!is.na(y)){
b <- plyr::round_any(abs(y) / 1e9, 0.1)
m <- plyr::round_any(abs(y) / 1e6, 0.1)
k <- plyr::round_any(abs(y) / 1e3, 0.1)
if ( y >= 0 ){
y_is_positive <- ""
} else {
y_is_positive <- "-"
}
if ( k < 1 ) {
paste0(y_is_positive, smbl, y )
} else if ( m < 1){
paste0 (y_is_positive, smbl, k , "k")
} else if (b < 1){
paste0 (y_is_positive, smbl, m ,"m")
} else {
paste0 (y_is_positive, smbl, comma(b), "b")
}
}
}
sapply(x,humanity)
}
```
```{r}
library(readr)
library(dplyr)
library(tidyr)
jsBenchmarks <- read_csv2("bench_analysis.txt") %>%
mutate_all(funs(gsub(., pattern = "ms", replacement = ""))) %>%
mutate_at(.cols = vars(-Bench),funs(as.numeric(.))) %>%
separate(col = Bench, into = c("type", "size")) %>%
mutate(size = gsub(x = size, pattern = "k", replacement = "E3"),
size = gsub(x = size, pattern = "M", replacement = "E6")) %>%
mutate(size = as.numeric(size))
ggplot(jsBenchmarks,
aes(size, Median, col = type, lty = type)) +
geom_line() +
geom_point() +
scale_x_continuous(name = "Number of displayed points", labels = human_numbers) +
scale_y_continuous(name = "Median load time (ms)", labels = human_numbers) +
ggtitle("Page load comparison in leaflet.extras :\naddHeatmap() vs addWebGLHeatmap()")
```
Raw
benchs.txt
Testing http://localhost:8080/heat_10k.html
At Mon Feb 6 16:31:21 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 22ms 24ms 28ms 1ms
Connect Start: 22ms 24ms 28ms 1ms
Domain Lookup End: 22ms 24ms 28ms 1ms
Domain Lookup Start: 22ms 24ms 28ms 1ms
Fetch Start: 22ms 24ms 28ms 1ms
Request Start: 27ms 30ms 34ms 2ms
Response Start: 28ms 31ms 49ms 5ms
DOM Loading: 38ms 43ms 51ms 3ms
Response End: 57ms 64ms 70ms 3ms
DOM Content Loaded Event Start: 214ms 223ms 235ms 6ms
DOM Interactive: 214ms 222ms 234ms 6ms
DOM Complete: 397ms 416ms 428ms 8ms
DOM Content Loaded Event End: 397ms 416ms 428ms 8ms
Load Event End: 397ms 416ms 428ms 8ms
Load Event Start: 397ms 416ms 428ms 8ms
Testing http://localhost:8080/webgl_10k.html
At Mon Feb 6 16:31:50 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 18ms 22ms 26ms 2ms
Connect Start: 18ms 22ms 26ms 2ms
Domain Lookup End: 18ms 22ms 26ms 2ms
Domain Lookup Start: 18ms 22ms 26ms 2ms
Fetch Start: 18ms 22ms 26ms 2ms
Request Start: 22ms 27ms 31ms 3ms
Response Start: 24ms 29ms 33ms 3ms
DOM Loading: 37ms 41ms 50ms 3ms
Response End: 60ms 69ms 188ms 47ms
DOM Content Loaded Event Start: 251ms 264ms 274ms 7ms
DOM Interactive: 251ms 264ms 274ms 7ms
DOM Complete: 473ms 501ms 511ms 12ms
DOM Content Loaded Event End: 472ms 501ms 511ms 12ms
Load Event End: 473ms 501ms 511ms 12ms
Load Event Start: 473ms 501ms 511ms 12ms
Testing http://localhost:8080/heat_100k.html
At Mon Feb 6 16:32:25 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 20ms 25ms 35ms 4ms
Connect Start: 20ms 25ms 35ms 4ms
Domain Lookup End: 20ms 25ms 35ms 4ms
Domain Lookup Start: 20ms 25ms 35ms 4ms
Fetch Start: 20ms 25ms 35ms 4ms
Request Start: 28ms 30ms 42ms 4ms
Response Start: 30ms 33ms 44ms 4ms
DOM Loading: 39ms 50ms 62ms 7ms
Response End: 245ms 262ms 278ms 10ms
DOM Interactive: 258ms 276ms 288ms 10ms
DOM Content Loaded Event Start: 258ms 277ms 289ms 10ms
DOM Complete: 667ms 704ms 726ms 19ms
DOM Content Loaded Event End: 667ms 704ms 726ms 18ms
Load Event End: 667ms 704ms 726ms 18ms
Load Event Start: 667ms 704ms 726ms 18ms
Testing http://localhost:8080/webgl_100k.html
At Mon Feb 6 16:33:49 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 19ms 27ms 36ms 4ms
Connect Start: 19ms 27ms 36ms 4ms
Domain Lookup End: 19ms 27ms 36ms 4ms
Domain Lookup Start: 19ms 27ms 36ms 4ms
Fetch Start: 19ms 27ms 36ms 4ms
Request Start: 27ms 31ms 40ms 4ms
Response Start: 29ms 36ms 41ms 4ms
DOM Loading: 35ms 45ms 54ms 5ms
Response End: 280ms 298ms 305ms 7ms
DOM Interactive: 291ms 308ms 318ms 7ms
DOM Content Loaded Event Start: 292ms 308ms 319ms 7ms
DOM Content Loaded Event End: 1184ms 1212ms 1331ms 54ms
DOM Complete: 1184ms 1212ms 1332ms 54ms
Load Event End: 1184ms 1213ms 1332ms 54ms
Load Event Start: 1184ms 1213ms 1332ms 54ms
Testing http://localhost:8080/heat_250k.html
At Mon Feb 6 16:34:29 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 24ms 28ms 30ms 1ms
Connect Start: 24ms 28ms 30ms 1ms
Domain Lookup End: 24ms 28ms 30ms 1ms
Domain Lookup Start: 24ms 28ms 30ms 1ms
Fetch Start: 24ms 28ms 30ms 1ms
Request Start: 29ms 32ms 38ms 2ms
Response Start: 31ms 34ms 40ms 2ms
DOM Loading: 38ms 43ms 50ms 3ms
Response End: 304ms 322ms 330ms 6ms
DOM Interactive: 316ms 333ms 344ms 7ms
DOM Content Loaded Event Start: 318ms 334ms 345ms 7ms
DOM Complete: 1068ms 1104ms 1140ms 19ms
DOM Content Loaded Event End: 1067ms 1104ms 1140ms 19ms
Load Event End: 1068ms 1104ms 1140ms 19ms
Load Event Start: 1068ms 1104ms 1140ms 19ms
Testing http://localhost:8080/webgl_250k.html
At Mon Feb 6 16:35:07 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 20ms 24ms 33ms 4ms
Connect Start: 20ms 24ms 33ms 4ms
Domain Lookup End: 20ms 24ms 33ms 4ms
Domain Lookup Start: 20ms 24ms 33ms 4ms
Fetch Start: 20ms 24ms 33ms 4ms
Request Start: 24ms 31ms 38ms 4ms
Response Start: 26ms 33ms 39ms 4ms
DOM Loading: 37ms 44ms 54ms 5ms
Response End: 351ms 359ms 379ms 7ms
DOM Interactive: 363ms 373ms 391ms 7ms
DOM Content Loaded Event Start: 364ms 374ms 393ms 7ms
DOM Content Loaded Event End: 2585ms 2651ms 2667ms 22ms
DOM Complete: 2585ms 2652ms 2668ms 23ms
Load Event End: 2585ms 2652ms 2668ms 23ms
Load Event Start: 2585ms 2652ms 2668ms 23ms
Testing http://localhost:8080/heat_500k.html
At Mon Feb 6 16:45:22 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 17ms 25ms 30ms 3ms
Connect Start: 17ms 25ms 30ms 3ms
Domain Lookup End: 17ms 25ms 30ms 3ms
Domain Lookup Start: 17ms 25ms 30ms 3ms
Fetch Start: 17ms 25ms 30ms 3ms
Request Start: 20ms 31ms 35ms 3ms
Response Start: 22ms 33ms 43ms 5ms
DOM Loading: 37ms 44ms 55ms 4ms
Response End: 412ms 428ms 448ms 10ms
DOM Interactive: 426ms 444ms 465ms 10ms
DOM Content Loaded Event Start: 429ms 445ms 467ms 10ms
DOM Complete: 1768ms 1801ms 1828ms 18ms
DOM Content Loaded Event End: 1767ms 1801ms 1828ms 18ms
Load Event End: 1768ms 1801ms 1828ms 18ms
Load Event Start: 1768ms 1801ms 1828ms 18ms
Testing http://localhost:8080/webgl_500k.html
At Mon Feb 6 16:46:12 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 18ms 25ms 40ms 5ms
Connect Start: 18ms 25ms 40ms 5ms
Domain Lookup End: 18ms 25ms 40ms 5ms
Domain Lookup Start: 18ms 25ms 40ms 5ms
Fetch Start: 18ms 25ms 40ms 5ms
Request Start: 21ms 29ms 46ms 6ms
Response Start: 24ms 31ms 60ms 9ms
DOM Loading: 33ms 44ms 67ms 10ms
Response End: 444ms 475ms 489ms 11ms
DOM Interactive: 458ms 488ms 505ms 12ms
DOM Content Loaded Event Start: 460ms 490ms 506ms 12ms
DOM Complete: 4926ms 4955ms 4980ms 12ms
DOM Content Loaded Event End: 4926ms 4955ms 4979ms 12ms
Load Event End: 4926ms 4955ms 4980ms 13ms
Load Event Start: 4926ms 4955ms 4980ms 13ms
Testing http://localhost:8080/heat_1M.html
At Mon Feb 6 16:47:35 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
cdn.mathjax.org:443 3ms 3ms 19ms 5ms
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 20ms 24ms 26ms 1ms
Connect Start: 20ms 24ms 26ms 1ms
Domain Lookup End: 20ms 24ms 26ms 1ms
Domain Lookup Start: 20ms 24ms 26ms 1ms
Fetch Start: 20ms 24ms 26ms 1ms
Request Start: 23ms 30ms 31ms 2ms
Response Start: 25ms 32ms 33ms 2ms
DOM Loading: 37ms 44ms 58ms 6ms
Response End: 801ms 826ms 846ms 17ms
DOM Interactive: 819ms 847ms 868ms 17ms
DOM Content Loaded Event Start: 824ms 850ms 872ms 17ms
DOM Content Loaded Event End: 3413ms 3467ms 3604ms 53ms
DOM Complete: 3539ms 3604ms 3727ms 49ms
Load Event Start: 3539ms 3604ms 3727ms 49ms
Load Event End: 3541ms 3606ms 3728ms 49ms
Testing http://localhost:8080/webgl_1M.html
At Mon Feb 6 16:48:46 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
cdn.mathjax.org:443 3ms 3ms 17ms 4ms
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 16ms 22ms 31ms 4ms
Connect Start: 16ms 22ms 31ms 4ms
Domain Lookup End: 16ms 22ms 31ms 4ms
Domain Lookup Start: 16ms 22ms 31ms 4ms
Fetch Start: 16ms 22ms 31ms 4ms
Request Start: 20ms 28ms 35ms 4ms
Response Start: 23ms 31ms 38ms 4ms
DOM Loading: 39ms 48ms 63ms 6ms
Response End: 859ms 899ms 922ms 23ms
DOM Interactive: 878ms 917ms 941ms 24ms
DOM Content Loaded Event Start: 882ms 921ms 945ms 24ms
DOM Content Loaded Event End: 10038ms 10354ms 10389ms 138ms
DOM Complete: 10180ms 10540ms 10574ms 154ms
Load Event Start: 10180ms 10541ms 10574ms 154ms
Load Event End: 10182ms 10543ms 10575ms 154ms
Testing http://localhost:8080/heat_2M.html
At Mon Feb 6 16:52:24 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
cdn.mathjax.org:443 3ms 3ms 11ms 2ms
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 19ms 24ms 32ms 4ms
Connect Start: 19ms 24ms 32ms 4ms
Domain Lookup End: 19ms 24ms 32ms 4ms
Domain Lookup Start: 19ms 24ms 32ms 4ms
Fetch Start: 19ms 24ms 32ms 4ms
Request Start: 22ms 29ms 36ms 4ms
Response Start: 24ms 35ms 41ms 4ms
DOM Loading: 40ms 45ms 55ms 4ms
Response End: 1219ms 1255ms 1303ms 26ms
DOM Interactive: 1248ms 1289ms 1335ms 27ms
DOM Content Loaded Event Start: 1256ms 1297ms 1344ms 27ms
DOM Content Loaded Event End: 6352ms 6430ms 6545ms 63ms
DOM Complete: 6478ms 6550ms 6667ms 64ms
Load Event Start: 6478ms 6550ms 6667ms 64ms
Load Event End: 6479ms 6552ms 6669ms 64ms
Testing http://localhost:8080/webgl_2M.html
At Mon Feb 6 16:54:03 2017
10 loops
Fastest Median Slowest Std Dev
---------------------------------------------------------------------------
Server performance:
Total application time Unable to be recorded
Host latency:
cdn.mathjax.org:443 3ms 3ms 4ms 0ms
localhost:8080 0ms 0ms 0ms 0ms
Browser performance:
Navigation Start: 0ms 0ms 0ms 0ms
Connect End: 17ms 23ms 30ms 3ms
Connect Start: 17ms 23ms 30ms 3ms
Domain Lookup End: 17ms 23ms 30ms 3ms
Domain Lookup Start: 17ms 23ms 30ms 3ms
Fetch Start: 17ms 23ms 30ms 3ms
Request Start: 21ms 28ms 37ms 4ms
Response Start: 23ms 32ms 39ms 4ms
DOM Loading: 36ms 51ms 56ms 7ms
Response End: 1245ms 1276ms 1341ms 27ms
DOM Interactive: 1275ms 1309ms 1375ms 27ms
DOM Content Loaded Event Start: 1282ms 1316ms 1383ms 27ms
DOM Content Loaded Event End: 19182ms 20141ms 20281ms 367ms
DOM Complete: 19313ms 20363ms 20513ms 389ms
Load Event Start: 19314ms 20363ms 20513ms 389ms
Load Event End: 19315ms 20365ms 20514ms 389ms
Raw
R_microbenchmarks.csv
expr time
heat_1M 91798898.0
heat_10k 2434459.0
heat_250k 24478987.0
webgl_2M 352987427.0
webgl_10k 2810198.0
heat_500k 49994687.0
webgl_2M 281330926.0
webgl_500k 46751394.0
heat_10k 2875177.0
heat_2M 281011332.0
heat_100k 11641757.0
webgl_500k 39211587.0
heat_250k 21840451.0
webgl_2M 230442611.0
heat_100k 8632152.0
heat_100k 9545200.0
webgl_10k 3403612.0
webgl_1M 70377591.0
heat_1M 80035574.0
heat_10k 2557639.0
heat_500k 139619829.0
webgl_250k 21028170.0
heat_1M 106339329.0
webgl_250k 21588317.0
heat_2M 186402499.0
heat_250k 18624253.0
heat_1M 72206511.0
webgl_500k 41167805.0
heat_100k 8637787.0
webgl_1M 70487030.0
heat_250k 21211578.0
heat_500k 38590640.0
webgl_100k 8604829.0
webgl_2M 141521745.0
webgl_1M 189577611.0
heat_2M 241997516.0
heat_100k 8667026.0
webgl_500k 38181985.0
heat_250k 21104573.0
webgl_10k 2878933.0
heat_2M 164257987.0
heat_500k 124962172.0
heat_1M 79998130.0
heat_1M 102628355.0
webgl_100k 8748751.0
heat_2M 173582354.0
webgl_250k 22155597.0
heat_250k 19145306.0
webgl_250k 21691893.0
heat_500k 39196516.0
webgl_2M 227294286.0
heat_2M 232602841.0
heat_10k 2547084.0
webgl_250k 18308391.0
heat_10k 2532466.0
heat_2M 239231285.0
webgl_100k 8617636.0
webgl_1M 71434096.0
webgl_100k 11713557.0
webgl_1M 70766516.0
heat_100k 11218826.0
heat_500k 38169729.0
heat_100k 8637350.0
heat_1M 155554445.0
webgl_500k 38222316.0
heat_100k 8730999.0
webgl_10k 2536836.0
heat_500k 37851471.0
webgl_250k 18564089.0
webgl_250k 21435985.0
webgl_10k 2848016.0
heat_1M 71336221.0
webgl_10k 2462188.0
heat_250k 25215095.0
webgl_10k 2794914.0
webgl_500k 49797433.0
webgl_500k 47481960.0
heat_100k 8650854.0
webgl_1M 74842729.0
heat_250k 19290339.0
heat_500k 38830263.0
heat_1M 77329980.0
heat_2M 226152758.0
webgl_500k 126822527.0
heat_100k 8796954.0
heat_2M 172491468.0
heat_10k 2483245.0
heat_10k 2432051.0
webgl_100k 8559631.0
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