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hora-SGGIndex.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge">
<meta name="viewport" content="width=device-width, initial-scale=1">
<!-- The above 3 meta tags *must* come first in the head; any other head content must come *after* these tags -->
<title>hora-SGGIndex</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/Chart.js/2.5.0/Chart.js"></script>
<script src="https://ajax.googleapis.com/ajax/libs/jquery/1.12.4/jquery.min.js"></script>
<!-- Include all compiled plugins (below), or include individual files as needed -->
<link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/css/bootstrap.min.css" integrity="sha384-BVYiiSIFeK1dGmJRAkycuHAHRg32OmUcww7on3RYdg4Va+PmSTsz/K68vbdEjh4u" crossorigin="anonymous">
<!-- Bootstrap -->
<script src="https://maxcdn.bootstrapcdn.com/bootstrap/3.3.7/js/bootstrap.min.js" integrity="sha384-Tc5IQib027qvyjSMfHjOMaLkfuWVxZxUPnCJA7l2mCWNIpG9mGCD8wGNIcPD7Txa" crossorigin="anonymous"></script>
<style>
body { padding-top: 50px; }
</style>
<!-- HTML5 shim and Respond.js for IE8 support of HTML5 elements and media queries -->
<!-- WARNING: Respond.js doesn't work if you view the page via file:// -->
<!--[if lt IE 9]>
<script src="https://oss.maxcdn.com/html5shiv/3.7.3/html5shiv.min.js"></script>
<script src="https://oss.maxcdn.com/respond/1.4.2/respond.min.js"></script>
<![endif]-->
</head>
<body>
<nav class="navbar navbar-inverse navbar-fixed-top">
<div class="container">
<div class="navbar-header">
<a class="navbar-brand" href="index.html">ANN Benchmarks</a>
</div>
<div id="navbar" class="collapse navbar-collapse">
<ul class="nav navbar-nav">
<li class="active"><a href="index.html">Home</a></li>
</ul>
<ul class="nav navbar-nav">
<li class="active"><a href="index.html#datasets">Datasets</a></li>
</ul>
<ul class="nav navbar-nav">
<li class="active"><a href="index.html#algorithms">Algorithms</a></li>
</ul>
<ul class="nav navbar-nav">
<li class="active"><a href="index.html#contact">Contact</a></li>
</ul>
</div><!--/.nav-collapse -->
</div>
</nav>
<div class="container">
<h2>Plots for hora-SGGIndex</h2>
<h3>Recall/Queries per second (1/s)</h3>
<div id="RecallQueries per second (1/s)">
<canvas id="chartRecallQueries per second (1/s)" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartRecallQueries per second (1/s)");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
{ x: 0.56133 , y: 4951.878525552214, label: "Hora(hora-search) 1625685665.632558" },
{ x: 0.8902599999999999 , y: 3259.2869346258053, label: "Hora(hora-search) 1625680881.622325" },
{ x: 0.9124800000000001 , y: 2329.96191060583, label: "Hora(hora-search) 1625691081.7523475" },
{ x: 0.9303800000000001 , y: 837.1794757153315, label: "Hora(hora-search) 1625648153.3339612" },
{ x: 0.9421200000000001 , y: 643.915478908591, label: "Hora(hora-search) 1625667966.713148" },
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Recall-Queries per second (1/s) tradeoff - up and to the right is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Recall '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Queries per second (1/s) '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<h3>Recall/Build time (s)</h3>
<div id="RecallBuild time (s)">
<canvas id="chartRecallBuild time (s)" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartRecallBuild time (s)");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
{ x: 0.8902599999999999 , y: 4217.305575370789, label: "Hora(hora-search) 1625680844.995682" },
{ x: 0.89879 , y: 4228.881201505661, label: "Hora(hora-search) 1625695589.115509" },
{ x: 0.90701 , y: 4754.466856002808, label: "Hora(hora-search) 1625676059.7370486" },
{ x: 0.9124800000000001 , y: 4904.0405333042145, label: "Hora(hora-search) 1625690880.792081" },
{ x: 0.9303800000000001 , y: 9114.17275762558, label: "Hora(hora-search) 1625648153.3339612" },
{ x: 0.9421200000000001 , y: 11467.67247724533, label: "Hora(hora-search) 1625667066.9947853" },
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Recall-Build time (s) tradeoff - down and to the right is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Recall '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Build time (s) '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<h3>Recall/Index size (kB)</h3>
<div id="RecallIndex size (kB)">
<canvas id="chartRecallIndex size (kB)" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartRecallIndex size (kB)");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
{ x: 0.9006500000000001 , y: 192856.0, label: "Hora(hora-search) 1625630166.7793856" },
{ x: 0.9124800000000001 , y: 194092.0, label: "Hora(hora-search) 1625690880.792081" },
{ x: 0.9303800000000001 , y: 196240.0, label: "Hora(hora-search) 1625648153.3339612" },
{ x: 0.9421200000000001 , y: 208824.0, label: "Hora(hora-search) 1625667066.9947853" },
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Recall-Index size (kB) tradeoff - down and to the right is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Recall '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Index size (kB) '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<h3>Recall/Distance computations</h3>
<div id="RecallDistance computations">
<canvas id="chartRecallDistance computations" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartRecallDistance computations");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Recall-Distance computations tradeoff - down and to the right is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Recall '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Distance computations '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<h3>Relative Error/Queries per second (1/s)</h3>
<div id="Relative ErrorQueries per second (1/s)">
<canvas id="chartRelative ErrorQueries per second (1/s)" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartRelative ErrorQueries per second (1/s)");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
{ x: 1.0425058379345826 , y: 4951.878525552214, label: "Hora(hora-search) 1625685665.632558" },
{ x: 1.008744159896783 , y: 3259.2869346258053, label: "Hora(hora-search) 1625680881.622325" },
{ x: 1.007508170162645 , y: 2329.96191060583, label: "Hora(hora-search) 1625691081.7523475" },
{ x: 1.005540691381293 , y: 837.1794757153315, label: "Hora(hora-search) 1625648153.3339612" },
{ x: 1.0047014420564033 , y: 643.915478908591, label: "Hora(hora-search) 1625667966.713148" },
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Relative Error-Queries per second (1/s) tradeoff - up and to the left is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Relative Error '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Queries per second (1/s) '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<h3>Recall/Candidates generated</h3>
<div id="RecallCandidates generated">
<canvas id="chartRecallCandidates generated" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartRecallCandidates generated");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
{ x: 0.9421200000000001 , y: 10.0, label: "Hora(hora-search) 1625667066.9947853" },
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Recall-Candidates generated tradeoff - down and to the right is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Recall '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Candidates generated '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<h3>Recall/Index size (kB)/Queries per second (s)</h3>
<div id="RecallIndex size (kB)/Queries per second (s)">
<canvas id="chartRecallIndex size (kB)/Queries per second (s)" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartRecallIndex size (kB)/Queries per second (s)");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
{ x: 0.56133 , y: 38.946028058815, label: "Hora(hora-search) 1625685665.632558" },
{ x: 0.8902599999999999 , y: 59.17367935638428, label: "Hora(hora-search) 1625680881.622325" },
{ x: 0.9124800000000001 , y: 83.30264933366776, label: "Hora(hora-search) 1625691081.7523475" },
{ x: 0.9303800000000001 , y: 234.40612878417966, label: "Hora(hora-search) 1625648153.3339612" },
{ x: 0.9421200000000001 , y: 324.30343242244726, label: "Hora(hora-search) 1625667966.713148" },
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Recall-Index size (kB)/Queries per second (s) tradeoff - down and to the right is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Recall '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Index size (kB)/Queries per second (s) '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<h3>Epsilon 0.01 Recall/Queries per second (1/s)</h3>
<div id="Epsilon 0.01 RecallQueries per second (1/s)">
<canvas id="chartEpsilon 0.01 RecallQueries per second (1/s)" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartEpsilon 0.01 RecallQueries per second (1/s)");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
{ x: 0.63826 , y: 4951.878525552214, label: "Hora(hora-search) 1625685665.632558" },
{ x: 0.94314 , y: 3259.2869346258053, label: "Hora(hora-search) 1625680881.622325" },
{ x: 0.9563200000000001 , y: 2329.96191060583, label: "Hora(hora-search) 1625691081.7523475" },
{ x: 0.96853 , y: 837.1794757153315, label: "Hora(hora-search) 1625648153.3339612" },
{ x: 0.9758100000000001 , y: 643.915478908591, label: "Hora(hora-search) 1625667966.713148" },
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Epsilon 0.01 Recall-Queries per second (1/s) tradeoff - up and to the right is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Epsilon 0.01 Recall '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Queries per second (1/s) '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<h3>Epsilon 0.1 Recall/Queries per second (1/s)</h3>
<div id="Epsilon 0.1 RecallQueries per second (1/s)">
<canvas id="chartEpsilon 0.1 RecallQueries per second (1/s)" width="800" height="600"></canvas>
<script>
var ctx = document.getElementById("chartEpsilon 0.1 RecallQueries per second (1/s)");
var chart = new Chart(ctx, {
type: "line",
data: { datasets: [
{
label: "fashion-mnist-784-euclidean (k = 10)",
fill: false,
pointStyle: "rect",
borderColor: "rgba(229, 102, 102, 1)",
data: [
{ x: 0.97712 , y: 4951.878525552214, label: "Hora(hora-search) 1625685665.632558" },
{ x: 0.99738 , y: 3259.2869346258053, label: "Hora(hora-search) 1625680881.622325" },
{ x: 0.99802 , y: 2554.8355956973937, label: "Hora(hora-search) 1625671255.1958005" },
{ x: 0.99816 , y: 1535.4378558084545, label: "Hora(hora-search) 1625598349.2408369" },
{ x: 0.99914 , y: 837.1794757153315, label: "Hora(hora-search) 1625648153.3339612" },
{ x: 0.99932 , y: 643.915478908591, label: "Hora(hora-search) 1625667966.713148" },
]
},
]},
options: {
responsive: false,
title:{
display:true,
text: 'Epsilon 0.1 Recall-Queries per second (1/s) tradeoff - up and to the right is better'
},
scales: {
xAxes: [{
display: true,
type: 'linear',
max: '1',
position: 'bottom',
scaleLabel: {
display: true,
labelString: ' Epsilon 0.1 Recall '
}
}],
yAxes: [{
display: true,
type: 'logarithmic',
scaleLabel: {
display: true,
labelString: ' Queries per second (1/s) '
}
}]
}
}
});
function pushOrConcat(base, toPush) {
if (toPush) {
if (Chart.helpers.isArray(toPush)) {
// base = base.concat(toPush);
Array.prototype.push.apply(base, toPush);
} else {
base.push(toPush);
}
}
return base;
}
Chart.Tooltip.prototype.getFooter = function(tooltipItem, data) {
var me = this;
var callbacks = me._options.callbacks;
var item = tooltipItem[0];
var beforeFooter = callbacks.beforeFooter.apply(me, arguments);
var footer = "Parameters: " + data.datasets[item.datasetIndex].data[item.index].label || '';
var afterFooter = callbacks.afterFooter.apply(me, arguments);
var lines = [];
lines = pushOrConcat(lines, beforeFooter);
lines = pushOrConcat(lines, footer);
lines = pushOrConcat(lines, afterFooter);
return lines;
}
</script>
</div>
<hr />
<hr />
<div id="contact">
<h2>Contact</h2>
<p>ANN-Benchmarks has been developed by Martin Aumueller (maau@itu.dk), Erik Bernhardsson (mail@erikbern.com), and Alec Faitfull (alef@itu.dk). Please use
<a href="https://github.com/erikbern/ann-benchmarks/">Github</a> to submit your implementation or improvements.</p>
</div>
</div>
</body>
</html>