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December 23, 2011 10:35
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GHC-7.2 vs GHC-7.4 aeson/json performance
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</head> | |
<body> | |
<div id="wrap"> | |
<div id="main" class="body"> | |
<h1>criterion performance measurements (GHC-7.2.2/x86-64)</h1> | |
<h2>overview</h2> | |
<p><a href="#grokularation">want to understand this report?</a></p> | |
<div id="overview" class="ovchart" style="width:900px;height:100px;"></div> | |
<h2><a name="b0">decode/en/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde0" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time0" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.939085939579776e-3</span></td> | |
<td><span class="time">1.9658579618270925e-3</span></td> | |
<td><span class="citime">1.9949450284774805e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">1.3128462850415552e-4</span></td> | |
<td><span class="time">1.4358862065192113e-4</span></td> | |
<td><span class="citime">1.5243545347632802e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.6664573992316749</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b1">decode/en/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde1" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time1" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">9.821797826939396e-3</span></td> | |
<td><span class="time">9.864117124729923e-3</span></td> | |
<td><span class="citime">9.919833162480164e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">1.9760528782182595e-4</span></td> | |
<td><span class="time">2.461817110467368e-4</span></td> | |
<td><span class="citime">3.3489730215010026e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have moderate | |
(<span class="percent">0.18996575071145103</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b2">decode/jp/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde2" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time2" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">3.197669008427433e-3</span></td> | |
<td><span class="time">3.3174767286117584e-3</span></td> | |
<td><span class="citime">3.4809531957443263e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">5.405091039226964e-4</span></td> | |
<td><span class="time">6.975922964945093e-4</span></td> | |
<td><span class="citime">8.452634090504838e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.946810815426843</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b3">decode/jp/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde3" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time3" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">2.1161977270298764e-2</span></td> | |
<td><span class="time">2.18295898229416e-2</span></td> | |
<td><span class="citime">2.2445858934574885e-2</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">3.0305728748569183e-3</span></td> | |
<td><span class="time">3.299648052417885e-3</span></td> | |
<td><span class="citime">3.5177473265682927e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9043368414274496</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b4">encode/en/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde4" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time4" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.4778222829635649e-3</span></td> | |
<td><span class="time">1.5743913442428624e-3</span></td> | |
<td><span class="citime">1.8160977155502354e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">1.0804495036570738e-5</span></td> | |
<td><span class="time">6.807781587569007e-4</span></td> | |
<td><span class="citime">1.2383442500084453e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9891809610146962</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b5">encode/en/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde5" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time5" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.6924776822860753e-3</span></td> | |
<td><span class="time">1.7942490369613681e-3</span></td> | |
<td><span class="citime">2.0405449659164467e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.419005429924974e-4</span></td> | |
<td><span class="time">7.548605014823182e-4</span></td> | |
<td><span class="citime">1.3266633294081042e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9891347881552265</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b6">encode/jp/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde6" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time6" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.5549816877182044e-3</span></td> | |
<td><span class="time">1.6153778821762115e-3</span></td> | |
<td><span class="citime">1.764992693119815e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.913901281179997e-4</span></td> | |
<td><span class="time">5.080955096679364e-4</span></td> | |
<td><span class="citime">8.129504706313891e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9784831950818133</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b7">encode/jp/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde7" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time7" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.4269008428390542e-3</span></td> | |
<td><span class="time">1.4895715505416904e-3</span></td> | |
<td><span class="citime">1.6091170102890057e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.5887964889836196e-4</span></td> | |
<td><span class="time">4.32386117634593e-4</span></td> | |
<td><span class="citime">6.368226328146871e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9782190512098128</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="grokularation">understanding this report</a></h2> | |
<p>In this report, each function benchmarked by criterion is assigned | |
a section of its own. In each section, we display two charts, each | |
with an <i>x</i> axis that represents measured execution time. | |
These charts are active; if you hover your mouse over data points | |
and annotations, you will see more details.</p> | |
<ul> | |
<li>The chart on the left is a | |
<a href="http://en.wikipedia.org/wiki/Kernel_density_estimation">kernel | |
density estimate</a> (also known as a KDE) of time | |
measurements. This graphs the probability of any given time | |
measurement occurring. A spike indicates that a measurement of a | |
particular time occurred; its height indicates how often that | |
measurement was repeated.</li> | |
<li>The chart on the right is the raw data from which the kernel | |
density estimate is built. Measurements are displayed on | |
the <i>y</i> axis in the order in which they occurred.</li> | |
</ul> | |
<p>Under the charts is a small table displaying the mean and standard | |
deviation of the measurements. We use a statistical technique | |
called | |
the <a href="http://en.wikipedia.org/wiki/Bootstrapping_(statistics)">bootstrap</a> | |
to provide confidence intervals on our estimates of these values. | |
The bootstrap-derived upper and lower bounds on the mean and | |
standard deviation let you see how accurate we believe those | |
estimates to be. (Hover the mouse over the table headers to see | |
the confidence levels.)</p> | |
<p>A noisy benchmarking environment can cause some or many | |
measurements to fall far from the mean. These outlying | |
measurements can have a significant inflationary effect on the | |
estimate of the standard deviation. We calculate and display an | |
estimate of the extent to which the standard deviation has been | |
inflated by outliers.</p> | |
<script type="text/javascript"> | |
$(function () { | |
function mangulate(number, name, mean, times, kdetimes, kdepdf) { | |
var meanSecs = mean; | |
var units = $.timeUnits(mean); | |
var scale = units[0]; | |
units = units[1]; | |
mean *= scale; | |
kdetimes = $.scaleBy(scale, kdetimes); | |
var ts = $.scaleBy(scale, times); | |
var kq = $("#kde" + number); | |
var k = $.plot(kq, | |
[{ label: name + " time densities", | |
data: $.zip(kdetimes, kdepdf), | |
}], | |
{ xaxis: { tickFormatter: $.unitFormatter(units) }, | |
yaxis: { ticks: false }, | |
grid: { borderColor: "#777", | |
hoverable: true, markings: [ { color: '#6fd3fb', | |
lineWidth: 1.5, xaxis: { from: mean, to: mean } } ] }, | |
}); | |
var o = k.pointOffset({ x: mean, y: 0}); | |
kq.append('<div class="meanlegend" title="' + $.renderTime(meanSecs) + | |
'" style="position:absolute;left:' + (o.left + 4) + | |
'px;bottom:139px;">mean</div>'); | |
var timepairs = new Array(ts.length); | |
for (var i = 0; i < ts.length; i++) | |
timepairs[i] = [ts[i],i]; | |
$.plot($("#time" + number), | |
[{ label: name + " times", | |
data: timepairs }], | |
{ points: { show: true }, | |
grid: { borderColor: "#777", hoverable: true }, | |
xaxis: { min: kdetimes[0], max: kdetimes[kdetimes.length-1], | |
tickFormatter: $.unitFormatter(units) }, | |
yaxis: { ticks: false }, | |
}); | |
$.addTooltip("#kde" + number, function(x,y) { return x + ' ' + units; }); | |
$.addTooltip("#time" + number, function(x,y) { return x + ' ' + units; }); | |
}; | |
mangulate(0, "decode/en/aeson", | |
1.9658579618270925e-3, | |
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mangulate(1, "decode/en/json", | |
9.864117124729923e-3, | |
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mangulate(2, "decode/jp/aeson", | |
3.3174767286117584e-3, | |
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mangulate(3, "decode/jp/json", | |
2.18295898229416e-2, | |
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mangulate(4, "encode/en/aeson", | |
1.5743913442428624e-3, | |
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mangulate(5, "encode/en/json", | |
1.7942490369613681e-3, | |
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mangulate(6, "encode/jp/aeson", | |
1.6153778821762115e-3, | |
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mangulate(7, "encode/jp/json", | |
1.4895715505416904e-3, | |
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var benches = ["decode/en/aeson","decode/en/json","decode/jp/aeson","decode/jp/json","encode/en/aeson","encode/en/json","encode/jp/aeson","encode/jp/json",]; | |
var ylabels = [[-0,'<a href="#b0">decode/en/aeson</a>'],[-1,'<a href="#b1">decode/en/json</a>'],[-2,'<a href="#b2">decode/jp/aeson</a>'],[-3,'<a href="#b3">decode/jp/json</a>'],[-4,'<a href="#b4">encode/en/aeson</a>'],[-5,'<a href="#b5">encode/en/json</a>'],[-6,'<a href="#b6">encode/jp/aeson</a>'],[-7,'<a href="#b7">encode/jp/json</a>'],]; | |
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barWidth: 0.75, align: "center" }, | |
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legend: { show: xs.length > 1 }, | |
xaxis: { max: Math.max.apply(undefined,means[0]) * 1.02 }, | |
yaxis: { ticks: ylabels, tickColor: '#ffffff' } }); | |
if (benches.length > 3) | |
o.getPlaceholder().height(28*benches.length); | |
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return $.renderTime(text); | |
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<div id="footer"> | |
<div class="body"> | |
<div class="footfirst"> | |
<h2>colophon</h2> | |
<p>This report was created using the | |
<a href="http://hackage.haskell.org/package/criterion">criterion</a> | |
benchmark execution and performance analysis tool.</p> | |
<p>Criterion is developed and maintained | |
by <a href="http://www.serpentine.com/blog/">Bryan O'Sullivan</a>.</p> | |
</div> | |
</div> | |
</div> | |
</body> | |
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font-weight: 300; | |
margin-bottom: .3em; | |
} | |
h2 { | |
font-size: 30px; | |
font-weight: 300; | |
margin-bottom: .3em; | |
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color: #404040; | |
background-color: #ffffff; | |
opacity: 0.6; | |
font-size: smaller; | |
} | |
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<!--[if !IE 7]> | |
<style type="text/css"> | |
#wrap {display:table;height:100%} | |
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<body> | |
<div id="wrap"> | |
<div id="main" class="body"> | |
<h1>criterion performance measurements (GHC-7.4.1RC1/x86_64)</h1> | |
<h2>overview</h2> | |
<p><a href="#grokularation">want to understand this report?</a></p> | |
<div id="overview" class="ovchart" style="width:900px;height:100px;"></div> | |
<h2><a name="b0">decode/en/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde0" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time0" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">2.007221284136177e-3</span></td> | |
<td><span class="time">2.0385256435722096e-3</span></td> | |
<td><span class="citime">2.0734754230827095e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">1.5578222331173145e-4</span></td> | |
<td><span class="time">1.7031513150606384e-4</span></td> | |
<td><span class="citime">1.8144463319342467e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.7277422896401989</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b1">decode/en/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde1" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time1" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">9.333433213457469e-3</span></td> | |
<td><span class="time">9.384285512194035e-3</span></td> | |
<td><span class="citime">9.445346894487734e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.3080022615494714e-4</span></td> | |
<td><span class="time">2.841447593209104e-4</span></td> | |
<td><span class="citime">3.8530290323161956e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have moderate | |
(<span class="percent">0.24847900876978565</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b2">decode/jp/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde2" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time2" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">3.363935055956244e-3</span></td> | |
<td><span class="time">3.4947171833366155e-3</span></td> | |
<td><span class="citime">3.6700382854789487e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">5.811657072360872e-4</span></td> | |
<td><span class="time">7.536815122538213e-4</span></td> | |
<td><span class="citime">9.106259466328861e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9469680950435837</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b3">decode/jp/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde3" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time3" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.695156485103071e-2</span></td> | |
<td><span class="time">1.7580679955706006e-2</span></td> | |
<td><span class="citime">1.8155504765734076e-2</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.8115368354603874e-3</span></td> | |
<td><span class="time">3.0726510215975354e-3</span></td> | |
<td><span class="citime">3.2476851377194788e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9255758404211938</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b4">encode/en/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde4" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time4" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.970380845293403e-3</span></td> | |
<td><span class="time">2.0710840847343198e-3</span></td> | |
<td><span class="citime">2.323195042833687e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">1.1240405037132883e-5</span></td> | |
<td><span class="time">7.101201889022059e-4</span></td> | |
<td><span class="citime">1.289203975850973e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9787235496691832</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b5">encode/en/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde5" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time5" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.411916318163276e-3</span></td> | |
<td><span class="time">1.5103808071464302e-3</span></td> | |
<td><span class="citime">1.762029233202338e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">4.653706487361002e-5</span></td> | |
<td><span class="time">7.053683354254399e-4</span></td> | |
<td><span class="citime">1.307599858592106e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9892978475558789</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b6">encode/jp/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde6" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time6" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">2.104288640245795e-3</span></td> | |
<td><span class="time">2.1669307377189394e-3</span></td> | |
<td><span class="citime">2.3212686207145445e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">3.0208771558232276e-4</span></td> | |
<td><span class="time">5.241904135069803e-4</span></td> | |
<td><span class="citime">8.383365760830861e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9575392108471806</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b7">encode/jp/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde7" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time7" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.4282646801322687e-3</span></td> | |
<td><span class="time">1.4917317058891057e-3</span></td> | |
<td><span class="citime">1.6134372379630797e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.609729956827409e-4</span></td> | |
<td><span class="time">4.3827556390082655e-4</span></td> | |
<td><span class="citime">6.488960436676929e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9782615624103539</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="grokularation">understanding this report</a></h2> | |
<p>In this report, each function benchmarked by criterion is assigned | |
a section of its own. In each section, we display two charts, each | |
with an <i>x</i> axis that represents measured execution time. | |
These charts are active; if you hover your mouse over data points | |
and annotations, you will see more details.</p> | |
<ul> | |
<li>The chart on the left is a | |
<a href="http://en.wikipedia.org/wiki/Kernel_density_estimation">kernel | |
density estimate</a> (also known as a KDE) of time | |
measurements. This graphs the probability of any given time | |
measurement occurring. A spike indicates that a measurement of a | |
particular time occurred; its height indicates how often that | |
measurement was repeated.</li> | |
<li>The chart on the right is the raw data from which the kernel | |
density estimate is built. Measurements are displayed on | |
the <i>y</i> axis in the order in which they occurred.</li> | |
</ul> | |
<p>Under the charts is a small table displaying the mean and standard | |
deviation of the measurements. We use a statistical technique | |
called | |
the <a href="http://en.wikipedia.org/wiki/Bootstrapping_(statistics)">bootstrap</a> | |
to provide confidence intervals on our estimates of these values. | |
The bootstrap-derived upper and lower bounds on the mean and | |
standard deviation let you see how accurate we believe those | |
estimates to be. (Hover the mouse over the table headers to see | |
the confidence levels.)</p> | |
<p>A noisy benchmarking environment can cause some or many | |
measurements to fall far from the mean. These outlying | |
measurements can have a significant inflationary effect on the | |
estimate of the standard deviation. We calculate and display an | |
estimate of the extent to which the standard deviation has been | |
inflated by outliers.</p> | |
<script type="text/javascript"> | |
$(function () { | |
function mangulate(number, name, mean, times, kdetimes, kdepdf) { | |
var meanSecs = mean; | |
var units = $.timeUnits(mean); | |
var scale = units[0]; | |
units = units[1]; | |
mean *= scale; | |
kdetimes = $.scaleBy(scale, kdetimes); | |
var ts = $.scaleBy(scale, times); | |
var kq = $("#kde" + number); | |
var k = $.plot(kq, | |
[{ label: name + " time densities", | |
data: $.zip(kdetimes, kdepdf), | |
}], | |
{ xaxis: { tickFormatter: $.unitFormatter(units) }, | |
yaxis: { ticks: false }, | |
grid: { borderColor: "#777", | |
hoverable: true, markings: [ { color: '#6fd3fb', | |
lineWidth: 1.5, xaxis: { from: mean, to: mean } } ] }, | |
}); | |
var o = k.pointOffset({ x: mean, y: 0}); | |
kq.append('<div class="meanlegend" title="' + $.renderTime(meanSecs) + | |
'" style="position:absolute;left:' + (o.left + 4) + | |
'px;bottom:139px;">mean</div>'); | |
var timepairs = new Array(ts.length); | |
for (var i = 0; i < ts.length; i++) | |
timepairs[i] = [ts[i],i]; | |
$.plot($("#time" + number), | |
[{ label: name + " times", | |
data: timepairs }], | |
{ points: { show: true }, | |
grid: { borderColor: "#777", hoverable: true }, | |
xaxis: { min: kdetimes[0], max: kdetimes[kdetimes.length-1], | |
tickFormatter: $.unitFormatter(units) }, | |
yaxis: { ticks: false }, | |
}); | |
$.addTooltip("#kde" + number, function(x,y) { return x + ' ' + units; }); | |
$.addTooltip("#time" + number, function(x,y) { return x + ' ' + units; }); | |
}; | |
mangulate(0, "decode/en/aeson", | |
2.0385256435722096e-3, | |
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mangulate(1, "decode/en/json", | |
9.384285512194035e-3, | |
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mangulate(2, "decode/jp/aeson", | |
3.4947171833366155e-3, | |
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mangulate(3, "decode/jp/json", | |
1.7580679955706006e-2, | |
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mangulate(4, "encode/en/aeson", | |
2.0710840847343198e-3, | |
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mangulate(5, "encode/en/json", | |
1.5103808071464302e-3, | |
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mangulate(6, "encode/jp/aeson", | |
2.1669307377189394e-3, | |
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mangulate(7, "encode/jp/json", | |
1.4917317058891057e-3, | |
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var benches = ["decode/en/aeson","decode/en/json","decode/jp/aeson","decode/jp/json","encode/en/aeson","encode/en/json","encode/jp/aeson","encode/jp/json",]; | |
var ylabels = [[-0,'<a href="#b0">decode/en/aeson</a>'],[-1,'<a href="#b1">decode/en/json</a>'],[-2,'<a href="#b2">decode/jp/aeson</a>'],[-3,'<a href="#b3">decode/jp/json</a>'],[-4,'<a href="#b4">encode/en/aeson</a>'],[-5,'<a href="#b5">encode/en/json</a>'],[-6,'<a href="#b6">encode/jp/aeson</a>'],[-7,'<a href="#b7">encode/jp/json</a>'],]; | |
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yaxis: { ticks: ylabels, tickColor: '#ffffff' } }); | |
if (benches.length > 3) | |
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<div id="footer"> | |
<div class="body"> | |
<div class="footfirst"> | |
<h2>colophon</h2> | |
<p>This report was created using the | |
<a href="http://hackage.haskell.org/package/criterion">criterion</a> | |
benchmark execution and performance analysis tool.</p> | |
<p>Criterion is developed and maintained | |
by <a href="http://www.serpentine.com/blog/">Bryan O'Sullivan</a>.</p> | |
</div> | |
</div> | |
</div> | |
</body> | |
</html> |
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GHC-7.2.2 | |
========= | |
warming up | |
estimating clock resolution... | |
mean is 2.441854 us (320001 iterations) | |
found 2174 outliers among 319999 samples (0.7%) | |
1675 (0.5%) high severe | |
estimating cost of a clock call... | |
mean is 55.81076 ns (14 iterations) | |
found 1 outliers among 14 samples (7.1%) | |
1 (7.1%) high mild | |
benchmarking decode/en/aeson | |
mean: 1.965858 ms, lb 1.939086 ms, ub 1.994945 ms, ci 0.950 | |
std dev: 143.5886 us, lb 131.2846 us, ub 152.4355 us, ci 0.950 | |
variance introduced by outliers: 66.646% | |
variance is severely inflated by outliers | |
benchmarking decode/en/json | |
mean: 9.864117 ms, lb 9.821798 ms, ub 9.919833 ms, ci 0.950 | |
std dev: 246.1817 us, lb 197.6053 us, ub 334.8973 us, ci 0.950 | |
found 2 outliers among 100 samples (2.0%) | |
2 (2.0%) high mild | |
variance introduced by outliers: 18.997% | |
variance is moderately inflated by outliers | |
benchmarking decode/jp/aeson | |
mean: 3.317477 ms, lb 3.197669 ms, ub 3.480953 ms, ci 0.950 | |
std dev: 697.5923 us, lb 540.5091 us, ub 845.2634 us, ci 0.950 | |
found 14 outliers among 100 samples (14.0%) | |
13 (13.0%) high severe | |
variance introduced by outliers: 94.681% | |
variance is severely inflated by outliers | |
benchmarking decode/jp/json | |
mean: 21.82959 ms, lb 21.16198 ms, ub 22.44586 ms, ci 0.950 | |
std dev: 3.299648 ms, lb 3.030573 ms, ub 3.517747 ms, ci 0.950 | |
variance introduced by outliers: 90.434% | |
variance is severely inflated by outliers | |
benchmarking encode/en/aeson | |
mean: 1.574391 ms, lb 1.477822 ms, ub 1.816098 ms, ci 0.950 | |
std dev: 680.7782 us, lb 10.80450 us, ub 1.238344 ms, ci 0.950 | |
found 6 outliers among 100 samples (6.0%) | |
3 (3.0%) high mild | |
3 (3.0%) high severe | |
variance introduced by outliers: 98.918% | |
variance is severely inflated by outliers | |
benchmarking encode/en/json | |
mean: 1.794249 ms, lb 1.692478 ms, ub 2.040545 ms, ci 0.950 | |
std dev: 754.8605 us, lb 241.9005 us, ub 1.326663 ms, ci 0.950 | |
found 3 outliers among 100 samples (3.0%) | |
3 (3.0%) high severe | |
variance introduced by outliers: 98.913% | |
variance is severely inflated by outliers | |
benchmarking encode/jp/aeson | |
mean: 1.615378 ms, lb 1.554982 ms, ub 1.764993 ms, ci 0.950 | |
std dev: 508.0955 us, lb 291.3901 us, ub 812.9505 us, ci 0.950 | |
found 4 outliers among 100 samples (4.0%) | |
3 (3.0%) high severe | |
variance introduced by outliers: 97.848% | |
variance is severely inflated by outliers | |
benchmarking encode/jp/json | |
mean: 1.489572 ms, lb 1.426901 ms, ub 1.609117 ms, ci 0.950 | |
std dev: 432.3861 us, lb 258.8796 us, ub 636.8226 us, ci 0.950 | |
found 11 outliers among 100 samples (11.0%) | |
2 (2.0%) high mild | |
9 (9.0%) high severe | |
variance introduced by outliers: 97.822% | |
variance is severely inflated by outliers | |
--------------------------------------------------------------------------------- | |
GHC-7.4.1RC1 | |
============ | |
warming up | |
estimating clock resolution... | |
mean is 1.714099 us (320001 iterations) | |
found 1769 outliers among 319999 samples (0.6%) | |
1246 (0.4%) high severe | |
estimating cost of a clock call... | |
mean is 55.72774 ns (10 iterations) | |
found 1 outliers among 10 samples (10.0%) | |
1 (10.0%) high mild | |
benchmarking decode/en/aeson | |
mean: 2.038526 ms, lb 2.007221 ms, ub 2.073475 ms, ci 0.950 | |
std dev: 170.3151 us, lb 155.7822 us, ub 181.4446 us, ci 0.950 | |
variance introduced by outliers: 72.774% | |
variance is severely inflated by outliers | |
benchmarking decode/en/json | |
mean: 9.384286 ms, lb 9.333433 ms, ub 9.445347 ms, ci 0.950 | |
std dev: 284.1448 us, lb 230.8002 us, ub 385.3029 us, ci 0.950 | |
found 7 outliers among 100 samples (7.0%) | |
3 (3.0%) low mild | |
3 (3.0%) high mild | |
1 (1.0%) high severe | |
variance introduced by outliers: 24.848% | |
variance is moderately inflated by outliers | |
benchmarking decode/jp/aeson | |
mean: 3.494717 ms, lb 3.363935 ms, ub 3.670038 ms, ci 0.950 | |
std dev: 753.6815 us, lb 581.1657 us, ub 910.6259 us, ci 0.950 | |
found 19 outliers among 100 samples (19.0%) | |
6 (6.0%) low mild | |
13 (13.0%) high severe | |
variance introduced by outliers: 94.697% | |
variance is severely inflated by outliers | |
benchmarking decode/jp/json | |
mean: 17.58068 ms, lb 16.95156 ms, ub 18.15550 ms, ci 0.950 | |
std dev: 3.072651 ms, lb 2.811537 ms, ub 3.247685 ms, ci 0.950 | |
variance introduced by outliers: 92.558% | |
variance is severely inflated by outliers | |
benchmarking encode/en/aeson | |
mean: 2.071084 ms, lb 1.970381 ms, ub 2.323195 ms, ci 0.950 | |
std dev: 710.1202 us, lb 11.24041 us, ub 1.289204 ms, ci 0.950 | |
found 8 outliers among 100 samples (8.0%) | |
6 (6.0%) high mild | |
2 (2.0%) high severe | |
variance introduced by outliers: 97.872% | |
variance is severely inflated by outliers | |
benchmarking encode/en/json | |
mean: 1.510381 ms, lb 1.411916 ms, ub 1.762029 ms, ci 0.950 | |
std dev: 705.3683 us, lb 46.53706 us, ub 1.307600 ms, ci 0.950 | |
found 7 outliers among 100 samples (7.0%) | |
2 (2.0%) high mild | |
5 (5.0%) high severe | |
variance introduced by outliers: 98.930% | |
variance is severely inflated by outliers | |
benchmarking encode/jp/aeson | |
mean: 2.166931 ms, lb 2.104289 ms, ub 2.321269 ms, ci 0.950 | |
std dev: 524.1904 us, lb 302.0877 us, ub 838.3366 us, ci 0.950 | |
found 6 outliers among 100 samples (6.0%) | |
6 (6.0%) high severe | |
variance introduced by outliers: 95.754% | |
variance is severely inflated by outliers | |
benchmarking encode/jp/json | |
mean: 1.491732 ms, lb 1.428265 ms, ub 1.613437 ms, ci 0.950 | |
std dev: 438.2756 us, lb 260.9730 us, ub 648.8960 us, ci 0.950 | |
found 12 outliers among 100 samples (12.0%) | |
4 (4.0%) high mild | |
8 (8.0%) high severe | |
variance introduced by outliers: 97.826% | |
variance is severely inflated by outliers |
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<!--[if !IE 7]> | |
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#wrap {display:table;height:100%} | |
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<![endif]--> | |
</head> | |
<body> | |
<div id="wrap"> | |
<div id="main" class="body"> | |
<h1>criterion performance measurements</h1> | |
<h2>overview</h2> | |
<p><a href="#grokularation">want to understand this report?</a></p> | |
<div id="overview" class="ovchart" style="width:900px;height:100px;"></div> | |
<h2><a name="b0">decode/en/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde0" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time0" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.9661993628101674e-3</span></td> | |
<td><span class="time">1.994142020280871e-3</span></td> | |
<td><span class="citime">2.025780165727648e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">1.3914539075750776e-4</span></td> | |
<td><span class="time">1.5246609974016803e-4</span></td> | |
<td><span class="citime">1.6538109263435855e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.6869027024340345</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b1">decode/en/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde1" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time1" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">9.850484812791856e-3</span></td> | |
<td><span class="time">9.893478835161245e-3</span></td> | |
<td><span class="citime">9.953546011980091e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">1.9788173067552812e-4</span></td> | |
<td><span class="time">2.5733009967704017e-4</span></td> | |
<td><span class="citime">3.636170113891002e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have moderate | |
(<span class="percent">0.19981466079269555</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b2">decode/jp/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde2" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time2" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">3.2315153723316533e-3</span></td> | |
<td><span class="time">3.356849635179554e-3</span></td> | |
<td><span class="citime">3.5270971899586047e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">5.616267489716673e-4</span></td> | |
<td><span class="time">7.264792994452522e-4</span></td> | |
<td><span class="citime">8.793150547519892e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9469891818519076</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b3">decode/jp/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde3" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time3" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">2.0813018763597518e-2</span></td> | |
<td><span class="time">2.148062654786877e-2</span></td> | |
<td><span class="citime">2.2096006358202018e-2</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">3.010308012205435e-3</span></td> | |
<td><span class="time">3.279645060699455e-3</span></td> | |
<td><span class="citime">3.4933572839038695e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9044493606449342</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b4">encode/en/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde4" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time4" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.3211817389088018e-3</span></td> | |
<td><span class="time">1.322831595476184e-3</span></td> | |
<td><span class="citime">1.3248653059559211e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">7.817801177463099e-6</span></td> | |
<td><span class="time">9.355428668127622e-6</span></td> | |
<td><span class="citime">1.1599176056477865e-5</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have no | |
(<span class="percent">9.899999999999829e-3</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b5">encode/en/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde5" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time5" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.441254103715931e-3</span></td> | |
<td><span class="time">1.536831343706165e-3</span></td> | |
<td><span class="citime">1.7773337011890748e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">3.8893921580562794e-5</span></td> | |
<td><span class="time">6.782761967269643e-4</span></td> | |
<td><span class="citime">1.2439623826030837e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.989213806079108</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b6">encode/jp/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde6" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time6" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.365811312730823e-3</span></td> | |
<td><span class="time">1.3673371916370736e-3</span></td> | |
<td><span class="citime">1.3700050955372193e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">6.816938389949421e-6</span></td> | |
<td><span class="time">1.0093913295380896e-5</span></td> | |
<td><span class="citime">1.8535077577860197e-5</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have no | |
(<span class="percent">9.900000000000153e-3</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b7">encode/jp/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde7" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time7" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.458034003313099e-3</span></td> | |
<td><span class="time">1.5230888968067518e-3</span></td> | |
<td><span class="citime">1.6490740423755982e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.631184176147466e-4</span></td> | |
<td><span class="time">4.485902794030462e-4</span></td> | |
<td><span class="citime">6.792339643740553e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9782700921689556</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="grokularation">understanding this report</a></h2> | |
<p>In this report, each function benchmarked by criterion is assigned | |
a section of its own. In each section, we display two charts, each | |
with an <i>x</i> axis that represents measured execution time. | |
These charts are active; if you hover your mouse over data points | |
and annotations, you will see more details.</p> | |
<ul> | |
<li>The chart on the left is a | |
<a href="http://en.wikipedia.org/wiki/Kernel_density_estimation">kernel | |
density estimate</a> (also known as a KDE) of time | |
measurements. This graphs the probability of any given time | |
measurement occurring. A spike indicates that a measurement of a | |
particular time occurred; its height indicates how often that | |
measurement was repeated.</li> | |
<li>The chart on the right is the raw data from which the kernel | |
density estimate is built. Measurements are displayed on | |
the <i>y</i> axis in the order in which they occurred.</li> | |
</ul> | |
<p>Under the charts is a small table displaying the mean and standard | |
deviation of the measurements. We use a statistical technique | |
called | |
the <a href="http://en.wikipedia.org/wiki/Bootstrapping_(statistics)">bootstrap</a> | |
to provide confidence intervals on our estimates of these values. | |
The bootstrap-derived upper and lower bounds on the mean and | |
standard deviation let you see how accurate we believe those | |
estimates to be. (Hover the mouse over the table headers to see | |
the confidence levels.)</p> | |
<p>A noisy benchmarking environment can cause some or many | |
measurements to fall far from the mean. These outlying | |
measurements can have a significant inflationary effect on the | |
estimate of the standard deviation. We calculate and display an | |
estimate of the extent to which the standard deviation has been | |
inflated by outliers.</p> | |
<script type="text/javascript"> | |
$(function () { | |
function mangulate(number, name, mean, times, kdetimes, kdepdf) { | |
var meanSecs = mean; | |
var units = $.timeUnits(mean); | |
var scale = units[0]; | |
units = units[1]; | |
mean *= scale; | |
kdetimes = $.scaleBy(scale, kdetimes); | |
var ts = $.scaleBy(scale, times); | |
var kq = $("#kde" + number); | |
var k = $.plot(kq, | |
[{ label: name + " time densities", | |
data: $.zip(kdetimes, kdepdf), | |
}], | |
{ xaxis: { tickFormatter: $.unitFormatter(units) }, | |
yaxis: { ticks: false }, | |
grid: { borderColor: "#777", | |
hoverable: true, markings: [ { color: '#6fd3fb', | |
lineWidth: 1.5, xaxis: { from: mean, to: mean } } ] }, | |
}); | |
var o = k.pointOffset({ x: mean, y: 0}); | |
kq.append('<div class="meanlegend" title="' + $.renderTime(meanSecs) + | |
'" style="position:absolute;left:' + (o.left + 4) + | |
'px;bottom:139px;">mean</div>'); | |
var timepairs = new Array(ts.length); | |
for (var i = 0; i < ts.length; i++) | |
timepairs[i] = [ts[i],i]; | |
$.plot($("#time" + number), | |
[{ label: name + " times", | |
data: timepairs }], | |
{ points: { show: true }, | |
grid: { borderColor: "#777", hoverable: true }, | |
xaxis: { min: kdetimes[0], max: kdetimes[kdetimes.length-1], | |
tickFormatter: $.unitFormatter(units) }, | |
yaxis: { ticks: false }, | |
}); | |
$.addTooltip("#kde" + number, function(x,y) { return x + ' ' + units; }); | |
$.addTooltip("#time" + number, function(x,y) { return x + ' ' + units; }); | |
}; | |
mangulate(0, "decode/en/aeson", | |
1.994142020280871e-3, | |
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mangulate(1, "decode/en/json", | |
9.893478835161245e-3, | |
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mangulate(2, "decode/jp/aeson", | |
3.356849635179554e-3, | |
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mangulate(3, "decode/jp/json", | |
2.148062654786877e-2, | |
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mangulate(4, "encode/en/aeson", | |
1.322831595476184e-3, | |
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mangulate(5, "encode/en/json", | |
1.536831343706165e-3, | |
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mangulate(6, "encode/jp/aeson", | |
1.3673371916370736e-3, | |
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mangulate(7, "encode/jp/json", | |
1.5230888968067518e-3, | |
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var benches = ["decode/en/aeson","decode/en/json","decode/jp/aeson","decode/jp/json","encode/en/aeson","encode/en/json","encode/jp/aeson","encode/jp/json",]; | |
var ylabels = [[-0,'<a href="#b0">decode/en/aeson</a>'],[-1,'<a href="#b1">decode/en/json</a>'],[-2,'<a href="#b2">decode/jp/aeson</a>'],[-3,'<a href="#b3">decode/jp/json</a>'],[-4,'<a href="#b4">encode/en/aeson</a>'],[-5,'<a href="#b5">encode/en/json</a>'],[-6,'<a href="#b6">encode/jp/aeson</a>'],[-7,'<a href="#b7">encode/jp/json</a>'],]; | |
var means = $.scaleTimes([1.994142020280871e-3,9.893478835161245e-3,3.356849635179554e-3,2.148062654786877e-2,1.322831595476184e-3,1.536831343706165e-3,1.3673371916370736e-3,1.5230888968067518e-3,]); | |
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grid: { borderColor: "#777", hoverable: true }, | |
legend: { show: xs.length > 1 }, | |
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yaxis: { ticks: ylabels, tickColor: '#ffffff' } }); | |
if (benches.length > 3) | |
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return $.renderTime(text); | |
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<div id="footer"> | |
<div class="body"> | |
<div class="footfirst"> | |
<h2>colophon</h2> | |
<p>This report was created using the | |
<a href="http://hackage.haskell.org/package/criterion">criterion</a> | |
benchmark execution and performance analysis tool.</p> | |
<p>Criterion is developed and maintained | |
by <a href="http://www.serpentine.com/blog/">Bryan O'Sullivan</a>.</p> | |
</div> | |
</div> | |
</div> | |
</body> | |
</html> |
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warming up | |
estimating clock resolution... | |
mean is 2.385651 us (320001 iterations) | |
found 2156 outliers among 319999 samples (0.7%) | |
1675 (0.5%) high severe | |
estimating cost of a clock call... | |
mean is 55.34834 ns (14 iterations) | |
benchmarking decode/en/aeson | |
mean: 1.994142 ms, lb 1.966199 ms, ub 2.025780 ms, ci 0.950 | |
std dev: 152.4661 us, lb 139.1454 us, ub 165.3811 us, ci 0.950 | |
variance introduced by outliers: 68.690% | |
variance is severely inflated by outliers | |
benchmarking decode/en/json | |
mean: 9.893479 ms, lb 9.850485 ms, ub 9.953546 ms, ci 0.950 | |
std dev: 257.3301 us, lb 197.8817 us, ub 363.6170 us, ci 0.950 | |
found 3 outliers among 100 samples (3.0%) | |
2 (2.0%) high mild | |
1 (1.0%) high severe | |
variance introduced by outliers: 19.981% | |
variance is moderately inflated by outliers | |
benchmarking decode/jp/aeson | |
mean: 3.356850 ms, lb 3.231515 ms, ub 3.527097 ms, ci 0.950 | |
std dev: 726.4793 us, lb 561.6267 us, ub 879.3151 us, ci 0.950 | |
found 14 outliers among 100 samples (14.0%) | |
13 (13.0%) high severe | |
variance introduced by outliers: 94.699% | |
variance is severely inflated by outliers | |
benchmarking decode/jp/json | |
mean: 21.48063 ms, lb 20.81302 ms, ub 22.09601 ms, ci 0.950 | |
std dev: 3.279645 ms, lb 3.010308 ms, ub 3.493357 ms, ci 0.950 | |
variance introduced by outliers: 90.445% | |
variance is severely inflated by outliers | |
benchmarking encode/en/aeson | |
mean: 1.322832 ms, lb 1.321182 ms, ub 1.324865 ms, ci 0.950 | |
std dev: 9.355429 us, lb 7.817801 us, ub 11.59918 us, ci 0.950 | |
benchmarking encode/en/json | |
mean: 1.536831 ms, lb 1.441254 ms, ub 1.777334 ms, ci 0.950 | |
std dev: 678.2762 us, lb 38.89392 us, ub 1.243962 ms, ci 0.950 | |
found 6 outliers among 100 samples (6.0%) | |
2 (2.0%) high mild | |
4 (4.0%) high severe | |
variance introduced by outliers: 98.921% | |
variance is severely inflated by outliers | |
benchmarking encode/jp/aeson | |
mean: 1.367337 ms, lb 1.365811 ms, ub 1.370005 ms, ci 0.950 | |
std dev: 10.09391 us, lb 6.816938 us, ub 18.53508 us, ci 0.950 | |
benchmarking encode/jp/json | |
mean: 1.523089 ms, lb 1.458034 ms, ub 1.649074 ms, ci 0.950 | |
std dev: 448.5903 us, lb 263.1184 us, ub 679.2340 us, ci 0.950 | |
found 8 outliers among 100 samples (8.0%) | |
2 (2.0%) high mild | |
6 (6.0%) high severe | |
variance introduced by outliers: 97.827% | |
variance is severely inflated by outliers |
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th { | |
font-weight: 500; | |
opacity: 0.8; | |
} | |
th.cibound { | |
opacity: 0.4; | |
} | |
.citime { | |
opacity: 0.5; | |
} | |
h1 { | |
font-size: 36px; | |
font-weight: 300; | |
margin-bottom: .3em; | |
} | |
h2 { | |
font-size: 30px; | |
font-weight: 300; | |
margin-bottom: .3em; | |
} | |
.meanlegend { | |
color: #404040; | |
background-color: #ffffff; | |
opacity: 0.6; | |
font-size: smaller; | |
} | |
</style> | |
<!--[if !IE 7]> | |
<style type="text/css"> | |
#wrap {display:table;height:100%} | |
</style> | |
<![endif]--> | |
</head> | |
<body> | |
<div id="wrap"> | |
<div id="main" class="body"> | |
<h1>criterion performance measurements</h1> | |
<h2>overview</h2> | |
<p><a href="#grokularation">want to understand this report?</a></p> | |
<div id="overview" class="ovchart" style="width:900px;height:100px;"></div> | |
<h2><a name="b0">decode/en/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde0" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time0" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">2.0026225218041367e-3</span></td> | |
<td><span class="time">2.0304721960289905e-3</span></td> | |
<td><span class="citime">2.061242497847839e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">1.373712733174556e-4</span></td> | |
<td><span class="time">1.4996462340527813e-4</span></td> | |
<td><span class="citime">1.592207411359323e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.676362503289399</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b1">decode/en/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde1" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time1" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">9.103514588759708e-3</span></td> | |
<td><span class="time">9.152841008590025e-3</span></td> | |
<td><span class="citime">9.216937459395683e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.227967422247683e-4</span></td> | |
<td><span class="time">2.857160217505227e-4</span></td> | |
<td><span class="citime">4.0221733249387717e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have moderate | |
(<span class="percent">0.267428742084142</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b2">decode/jp/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde2" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time2" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">3.357750810073181e-3</span></td> | |
<td><span class="time">3.477684892104431e-3</span></td> | |
<td><span class="citime">3.6408561834557485e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">5.408811806866654e-4</span></td> | |
<td><span class="time">6.987107482405236e-4</span></td> | |
<td><span class="citime">8.471169976040098e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9465065635616907</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b3">decode/jp/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde3" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time3" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.644129220335321e-2</span></td> | |
<td><span class="time">1.704663697569208e-2</span></td> | |
<td><span class="citime">1.760640565244989e-2</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.7443530612696228e-3</span></td> | |
<td><span class="time">2.983146835297758e-3</span></td> | |
<td><span class="citime">3.173373191403144e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9255872015995154</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b4">encode/en/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde4" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time4" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.3566416868432004e-3</span></td> | |
<td><span class="time">1.3580841192467653e-3</span></td> | |
<td><span class="citime">1.359898484633728e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">6.785756682640039e-6</span></td> | |
<td><span class="time">8.251785038149742e-6</span></td> | |
<td><span class="citime">1.0538103375717323e-5</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have no | |
(<span class="percent">9.899999999999883e-3</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b5">encode/en/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde5" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time5" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.4339083799584347e-3</span></td> | |
<td><span class="time">1.5317792066796257e-3</span></td> | |
<td><span class="citime">1.770829595015808e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">4.431903255346626e-4</span></td> | |
<td><span class="time">7.897009286326246e-4</span></td> | |
<td><span class="citime">1.2720851643369614e-3</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9894238209575761</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b6">encode/jp/aeson</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde6" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time6" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.5008229383690795e-3</span></td> | |
<td><span class="time">1.5021914610131224e-3</span></td> | |
<td><span class="citime">1.5046471723778685e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">5.9128293153193095e-6</span></td> | |
<td><span class="time">9.111995409129009e-6</span></td> | |
<td><span class="citime">1.7065080285640153e-5</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have no | |
(<span class="percent">9.900000000000136e-3</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="b7">encode/jp/json</a></h2> | |
<table width="100%"> | |
<tbody> | |
<tr> | |
<td><div id="kde7" class="kdechart" | |
style="width:450px;height:278px;"></div></td> | |
<td><div id="time7" class="timechart" | |
style="width:450px;height:278px;"></div></td> | |
</tr> | |
</tbody> | |
</table> | |
<table> | |
<thead class="analysis"> | |
<th></th> | |
<th class="cibound" | |
title="0.95 confidence level">lower bound</th> | |
<th>estimate</th> | |
<th class="cibound" | |
title="0.95 confidence level">upper bound</th> | |
</thead> | |
<tbody> | |
<tr> | |
<td>Mean execution time</td> | |
<td><span class="citime">1.4147943624718625e-3</span></td> | |
<td><span class="time">1.4769715437157583e-3</span></td> | |
<td><span class="citime">1.5969199308617547e-3</span></td> | |
</tr> | |
<tr> | |
<td>Standard deviation</td> | |
<td><span class="citime">2.53850180471426e-4</span></td> | |
<td><span class="time">4.2974414868750466e-4</span></td> | |
<td><span class="citime">6.459034328177269e-4</span></td> | |
</tr> | |
</tbody> | |
</table> | |
<span class="outliers"> | |
<p>Outlying measurements have severe | |
(<span class="percent">0.9782274581851318</span>%) | |
effect on estimated standard deviation.</p> | |
</span> | |
<h2><a name="grokularation">understanding this report</a></h2> | |
<p>In this report, each function benchmarked by criterion is assigned | |
a section of its own. In each section, we display two charts, each | |
with an <i>x</i> axis that represents measured execution time. | |
These charts are active; if you hover your mouse over data points | |
and annotations, you will see more details.</p> | |
<ul> | |
<li>The chart on the left is a | |
<a href="http://en.wikipedia.org/wiki/Kernel_density_estimation">kernel | |
density estimate</a> (also known as a KDE) of time | |
measurements. This graphs the probability of any given time | |
measurement occurring. A spike indicates that a measurement of a | |
particular time occurred; its height indicates how often that | |
measurement was repeated.</li> | |
<li>The chart on the right is the raw data from which the kernel | |
density estimate is built. Measurements are displayed on | |
the <i>y</i> axis in the order in which they occurred.</li> | |
</ul> | |
<p>Under the charts is a small table displaying the mean and standard | |
deviation of the measurements. We use a statistical technique | |
called | |
the <a href="http://en.wikipedia.org/wiki/Bootstrapping_(statistics)">bootstrap</a> | |
to provide confidence intervals on our estimates of these values. | |
The bootstrap-derived upper and lower bounds on the mean and | |
standard deviation let you see how accurate we believe those | |
estimates to be. (Hover the mouse over the table headers to see | |
the confidence levels.)</p> | |
<p>A noisy benchmarking environment can cause some or many | |
measurements to fall far from the mean. These outlying | |
measurements can have a significant inflationary effect on the | |
estimate of the standard deviation. We calculate and display an | |
estimate of the extent to which the standard deviation has been | |
inflated by outliers.</p> | |
<script type="text/javascript"> | |
$(function () { | |
function mangulate(number, name, mean, times, kdetimes, kdepdf) { | |
var meanSecs = mean; | |
var units = $.timeUnits(mean); | |
var scale = units[0]; | |
units = units[1]; | |
mean *= scale; | |
kdetimes = $.scaleBy(scale, kdetimes); | |
var ts = $.scaleBy(scale, times); | |
var kq = $("#kde" + number); | |
var k = $.plot(kq, | |
[{ label: name + " time densities", | |
data: $.zip(kdetimes, kdepdf), | |
}], | |
{ xaxis: { tickFormatter: $.unitFormatter(units) }, | |
yaxis: { ticks: false }, | |
grid: { borderColor: "#777", | |
hoverable: true, markings: [ { color: '#6fd3fb', | |
lineWidth: 1.5, xaxis: { from: mean, to: mean } } ] }, | |
}); | |
var o = k.pointOffset({ x: mean, y: 0}); | |
kq.append('<div class="meanlegend" title="' + $.renderTime(meanSecs) + | |
'" style="position:absolute;left:' + (o.left + 4) + | |
'px;bottom:139px;">mean</div>'); | |
var timepairs = new Array(ts.length); | |
for (var i = 0; i < ts.length; i++) | |
timepairs[i] = [ts[i],i]; | |
$.plot($("#time" + number), | |
[{ label: name + " times", | |
data: timepairs }], | |
{ points: { show: true }, | |
grid: { borderColor: "#777", hoverable: true }, | |
xaxis: { min: kdetimes[0], max: kdetimes[kdetimes.length-1], | |
tickFormatter: $.unitFormatter(units) }, | |
yaxis: { ticks: false }, | |
}); | |
$.addTooltip("#kde" + number, function(x,y) { return x + ' ' + units; }); | |
$.addTooltip("#time" + number, function(x,y) { return x + ' ' + units; }); | |
}; | |
mangulate(0, "decode/en/aeson", | |
2.0304721960289905e-3, | |
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mangulate(1, "decode/en/json", | |
9.152841008590025e-3, | |
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mangulate(2, "decode/jp/aeson", | |
3.477684892104431e-3, | |
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mangulate(3, "decode/jp/json", | |
1.704663697569208e-2, | |
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mangulate(4, "encode/en/aeson", | |
1.3580841192467653e-3, | |
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mangulate(5, "encode/en/json", | |
1.5317792066796257e-3, | |
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mangulate(6, "encode/jp/aeson", | |
1.5021914610131224e-3, | |
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mangulate(7, "encode/jp/json", | |
1.4769715437157583e-3, | |
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