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=== FPS Measurements === | === FPS Measurements === | ||
<html> | |||
<script type="text/javascript" src="https://www.gstatic.com/charts/loader.js"></script> | |||
<style> | |||
.button { | |||
background-color: #008CBA; | |||
border: none; | |||
color: white; | |||
padding: 15px 32px; | |||
text-align: center; | |||
text-decoration: none; | |||
display: inline-block; | |||
font-size: 16px; | |||
margin: 4px 2px; | |||
cursor: pointer; | |||
} | |||
</style> | |||
<div id="Buttons_Model" style="margin: auto; width: 1300px; height: auto;"> | |||
<button class="button" id="show_inceptionv1">Show InceptionV1 </button> | |||
<button class="button" id="show_inceptionv2">Show InceptionV2 </button> | |||
<button class="button" id="show_inceptionv3">Show InceptionV3 </button> | |||
<button class="button" id="show_inceptionv4">Show InceptionV4 </button> | |||
<button class="button" id="show_tinyyolov2">Show TinyYoloV2 </button> | |||
<button class="button" id="show_tinyyolov3">Show TinyYoloV3 </button> | |||
</div> | |||
<br><br> | |||
<div id="chart_div" style="margin: auto; width: 800px; height: 500px;"></div> | |||
<br><br> | |||
<div id="Buttons_Backend" style="margin: auto; width: 600px; height: auto;"> | |||
<button class="button" id="show_onnxrt">Show ONNXRT </button> | |||
</div> | |||
<div id="chart_div1" style="margin: auto; width: 800px; height: 500px;"></div> | |||
<br><br> | |||
<script> | |||
google.charts.load('current', {'packages':['corechart', 'bar']}); | |||
google.charts.setOnLoadCallback(drawStuff); | |||
function drawStuff() { | |||
var chartDiv = document.getElementById('chart_div'); | |||
var chartDiv1 = document.getElementById('chart_div1'); | |||
var table_backend_platform_fps = google.visualization.arrayToDataTable([ | |||
['Platform', //Column 0 | |||
'InceptionV1 \n ONNXRT', //Column 1 | |||
'InceptionV2 \n ONNXRT', //Column 2 | |||
'InceptionV3 \n ONNXRT', //Column 3 | |||
'InceptionV4 \n ONNXRT', //Column 4 | |||
'TinyYoloV2 \n ONNXRT', //Column 5 | |||
'TinyYoloV3 \n ONNXRT'], //Column 6 | |||
['x86', 47.8702, 32.7236, 12.092, 5.2632, 16.03, 18.3592] | |||
]); | |||
var table_model_platform_fps = google.visualization.arrayToDataTable([ | |||
['Model', //Colunm 0 | |||
'ONNXRT \n x86', //Colunm 1 | |||
['InceptionV1', 47.8702], //row 1 | |||
['InceptionV2', 32.7236], //row 2 | |||
['InceptionV3', 12.092], //row 3 | |||
['InceptionV4', 5.2632], //row 4 | |||
['TinyYoloV2', 16.03], //row 5 | |||
['TinyYoloV3', 18.3592] //row 6 | |||
]); | |||
var materialOptions = { | |||
width: 350, | |||
chart: { | |||
title: 'Model vs Platform per backend', | |||
}, | |||
series: { | |||
}, | |||
axes: { | |||
y: { | |||
distance: {side: 'left',label: 'FPS'}, // Left y-axis. | |||
} | |||
} | |||
}; | |||
var materialOptions1 = { | |||
width: 400, | |||
chart: { | |||
title: 'Model vs backend per platform', | |||
}, | |||
series: { | |||
}, | |||
axes: { | |||
y: { | |||
distance: {side: 'left',label: 'FPS'}, // Left y-axis. | |||
} | |||
} | |||
}; | |||
var materialChart_fps = new google.charts.Bar(chartDiv); | |||
var materialChart1_fps = new google.charts.Bar(chartDiv1); | |||
view_fps = new google.visualization.DataView(table_backend_platform_fps); | |||
view1_fps = new google.visualization.DataView(table_model_platform_fps); | |||
function drawMaterialChart() { | |||
var materialChart_fps = new google.charts.Bar(chartDiv); | |||
var materialChart1_fps = new google.charts.Bar(chartDiv1); | |||
materialChart_fps.draw(table_backend_platform_fps, google.charts.Bar.convertOptions(materialOptions)); | |||
materialChart1_fps.draw(table_model_platform_fps, google.charts.Bar.convertOptions(materialOptions1)); | |||
init_charts(); | |||
} | |||
function init_charts(){ | |||
view_fps.setColumns([0,1]); | |||
view_fps.hideColumns([2,3,4,5,6]); | |||
materialChart_fps.draw(view_fps, materialOptions); | |||
view_fps.setColumns([0,1]); | |||
view_fps.hideColumns([2,3,4,5,6]); | |||
materialChart1_fps.draw(view1_fps, materialOptions1); | |||
} | |||
// REF_MODEL | |||
/*Select the Model that you want to show in the chart*/ | |||
var show_inceptionv1 = document.getElementById('show_inceptionv1'); | |||
show_inceptionv1.onclick = function () { | |||
view_fps.setColumns([0,1]); | |||
view_fps.hideColumns([2,3,4,5,6]); | |||
materialChart_fps.draw(view_fps, materialOptions); | |||
} | |||
var show_inceptionv2 = document.getElementById("show_inceptionv2"); | |||
show_inceptionv2.onclick = function() { | |||
view_fps.setColumns([0,2]); | |||
view_fps.hideColumns([1,3,4,5,6]); | |||
materialChart_fps.draw(view_fps, materialOptions); | |||
} | |||
var show_inceptionv3 = document.getElementById('show_inceptionv3'); | |||
show_inceptionv3.onclick = function() { | |||
view_fps.setColumns([0,3]); | |||
view_fps.hideColumns([1,2,4,5,6]); | |||
materialChart_fps.draw(view_fps, materialOptions); | |||
} | |||
var show_inceptionv4 = document.getElementById("show_inceptionv4"); | |||
show_inceptionv4.onclick = function() { | |||
view_fps.setColumns([0,4]); | |||
view_fps.hideColumns([1,2,3,5,6]); | |||
materialChart_fps.draw(view_fps, materialOptions); | |||
} | |||
var show_tinyyolov2 = document.getElementById("show_tinyyolov2"); | |||
show_tinyyolov2.onclick = function() { | |||
view_fps.setColumns([0,5]); | |||
view_fps.hideColumns([1,2,3,4,6]); | |||
materialChart_fps.draw(view_fps, materialOptions); | |||
} | |||
var show_tinyyolov3 = document.getElementById("show_tinyyolov3"); | |||
show_tinyyolov3.onclick = function() { | |||
view_fps.setColumns([0,6]); | |||
view_fps.hideColumns([1,2,3,4,5]); | |||
materialChart_fps.draw(view_fps, materialOptions); | |||
} | |||
drawMaterialChart(); | |||
}; | |||
</script> | |||
</html> | |||
=== CPU Load Measurements === | === CPU Load Measurements === |
edits