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</style> | </style> | ||
<div id=" | <div id="Buttons_Model_Onnxrt_Fps" style="margin: auto; width: 1300px; height: auto;"> | ||
<button class="button" id=" | <button class="button" id="show_inceptionv1_onnxrt_fps">Show InceptionV1 </button> | ||
<button class="button" id=" | <button class="button" id="show_inceptionv2_onnxrt_fps">Show InceptionV2 </button> | ||
<button class="button" id=" | <button class="button" id="show_inceptionv3_onnxrt_fps">Show InceptionV3 </button> | ||
<button class="button" id=" | <button class="button" id="show_inceptionv4_onnxrt_fps">Show InceptionV4 </button> | ||
<button class="button" id=" | <button class="button" id="show_tinyyolov2_onnxrt_fps">Show TinyYoloV2 </button> | ||
<button class="button" id=" | <button class="button" id="show_tinyyolov3_onnxrt_fps">Show TinyYoloV3 </button> | ||
</div> | </div> | ||
<br><br> | <br><br> | ||
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<br><br> | <br><br> | ||
<div id="Buttons_Backend" style="margin: auto; width: 600px; height: auto;"> | <div id="Buttons_Backend" style="margin: auto; width: 600px; height: auto;"> | ||
<button class="button" id=" | <button class="button" id="show_onnxrt_fps">Show ONNXRT </button> | ||
</div> | </div> | ||
<div id="chart_onnxrt1" style="margin: auto; width: 800px; height: 500px;"></div> | <div id="chart_onnxrt1" style="margin: auto; width: 800px; height: 500px;"></div> | ||
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<script> | <script> | ||
google.charts.load('current', {'packages':['corechart', 'bar']}); | |||
google.charts.setOnLoadCallback(drawStuffFpsOnnxrt); | |||
function drawStuffFpsOnnxrt() { | |||
var onnxrt_chartDiv = document.getElementById('chart_onnxrt'); | |||
var onnxrt_chartDiv1 = document.getElementById('chart_onnxrt1'); | |||
var table_backend_platform_onnxrt_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_onnxrt_fps = google.visualization.arrayToDataTable([ | |||
['Model', //Column 0 | |||
'ONNXRT \n x86'], //Column 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 onnxrt_materialOptions = { | |||
width: 320, | |||
chart: { | |||
title: 'Backend Vs Platform per model', | |||
}, | |||
series: { | |||
}, | |||
axes: { | |||
y: { | |||
distance: {side: 'left',label: 'FPS'}, // Left y-axis. | |||
} | |||
} | |||
}; | |||
var onnxrt_materialOptions1 = { | |||
width: 900, | |||
chart: { | |||
title: 'Model Vs Platform per backend', | |||
}, | |||
series: { | |||
}, | |||
axes: { | |||
y: { | |||
distance: {side: 'left',label: 'FPS'}, // Left y-axis. | |||
} | |||
} | |||
}; | |||
var materialChart_onnxrt_fps = new google.charts.Bar(onnxrt_chartDiv); | |||
var materialChart_onnxrt_fps1 = new google.charts.Bar(onnxrt_chartDiv1); | |||
view_onnxrt_fps = new google.visualization.DataView(table_backend_platform_onnxrt_fps); | |||
view_onnxrt_fps1 = new google.visualization.DataView(table_model_platform_onnxrt_fps); | |||
function drawMaterialChart() { | |||
var materialChart_onnxrt_fps = new google.charts.Bar(onnxrt_chartDiv); | |||
var materialChart_onnxrt_fps1 = new google.charts.Bar(onnxrt_chartDiv1); | |||
materialChart_onnxrt_fps.draw(table_backend_platform_onnxrt_fps, google.charts.Bar.convertOptions(onnxrt_materialOptions)); | |||
materialChart_onnxrt_fps1.draw(table_model_platform_onnxrt_fps, google.charts.Bar.convertOptions(onnxrt_materialOptions1)); | |||
init_charts(); | |||
} | |||
function init_charts(){ | |||
view_onnxrt_fps.setColumns([0,1]); | |||
view_onnxrt_fps.hideColumns([2, 3, 4, 5, 6]); | |||
materialChart_onnxrt_fps.draw(view_onnxrt_fps, onnxrt_materialOptions); | |||
view_onnxrt_fps1.setColumns([0,1]); | |||
materialChart_onnxrt_fps1.draw(view_onnxrt_fps1, onnxrt_materialOptions1); | |||
} | |||
// REF_MODEL | |||
/*Select the Model that you want to show in the chart*/ | |||
var show_inceptionv1_onnxrt_fps = document.getElementById('show_inceptionv1_onnxrt_fps'); | |||
show_inceptionv1_onnxrt_fps.onclick = function () { | |||
view_onnxrt_fps.setColumns([0,1]); | |||
view_onnxrt_fps.hideColumns([2, 3, 4, 5, 6]); | |||
materialChart_onnxrt_fps.draw(view_onnxrt_fps, onnxrt_materialOptions); | |||
} | |||
var show_inceptionv2_onnxrt_fps = document.getElementById('show_inceptionv2_onnxrt_fps'); | |||
show_inceptionv2_onnxrt_fps.onclick = function () { | |||
view_onnxrt_fps.setColumns([0,2]); | |||
view_onnxrt_fps.hideColumns([1, 3, 4, 5, 6]); | |||
materialChart_onnxrt_fps.draw(view_onnxrt_fps, onnxrt_materialOptions); | |||
} | |||
var show_inceptionv3_onnxrt_fps = document.getElementById('show_inceptionv3_onnxrt_fps'); | |||
show_inceptionv3_onnxrt_fps.onclick = function () { | |||
view_onnxrt_fps.setColumns([0,3]); | |||
view_onnxrt_fps.hideColumns([1, 2, 4, 5, 6]); | |||
materialChart_onnxrt_fps.draw(view_onnxrt_fps, onnxrt_materialOptions); | |||
} | |||
var show_inceptionv4_onnxrt_fps = document.getElementById('show_inceptionv4_onnxrt_fps'); | |||
show_inceptionv4_onnxrt_fps.onclick = function () { | |||
view_onnxrt_fps.setColumns([0,4]); | |||
view_onnxrt_fps.hideColumns([1, 2, 3, 5, 6]); | |||
materialChart_onnxrt_fps.draw(view_onnxrt_fps, onnxrt_materialOptions); | |||
} | |||
var show_tinyyolov2_onnxrt_fps = document.getElementById('show_tinyyolov2_onnxrt_fps'); | |||
show_tinyyolov2_onnxrt_fps.onclick = function () { | |||
view_onnxrt_fps.setColumns([0,5]); | |||
view_onnxrt_fps.hideColumns([1, 2, 3, 4, 6]); | |||
materialChart_onnxrt_fps.draw(view_onnxrt_fps, onnxrt_materialOptions); | |||
} | |||
var show_tinyyolov3_onnxrt_fps = document.getElementById('show_tinyyolov3_onnxrt_fps'); | |||
show_tinyyolov3_onnxrt_fps.onclick = function () { | |||
view_onnxrt_fps.setColumns([0,6]); | |||
view_onnxrt_fps.hideColumns([1, 2, 3, 4, 5]); | |||
materialChart_onnxrt_fps.draw(view_onnxrt_fps, onnxrt_materialOptions); | |||
} | |||
// REF_BACKEND | |||
/*Select the Model that you want to show in the chart*/ | |||
var show_onnxrt_fps = document.getElementById('show_onnxrt_fps'); | |||
show_onnxrt_fps.onclick = function () { | |||
view_onnxrt_fps1.setColumns([0,1]); | |||
materialChart_onnxrt_fps1.draw(view_onnxrt_fps1, onnxrt_materialOptions1); | |||
} | |||
drawMaterialChart(); | |||
}; | |||
</script> | </script> | ||
</html> | </html> | ||
=== CPU Load Measurements === | |||
=== Test benchmark video === | === Test benchmark video === |
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