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| Line 1,139: |
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| == TensorRT Benchmarks == | | == TensorRT Benchmarks == |
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| === FPS Measurements ===
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| <html>
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| <style>
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| .button {
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| background-color: #008CBA;
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| border: none;
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| color: white;
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| padding: 15px 32px;
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| text-align: center;
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| text-decoration: none;
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| display: inline-block;
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| font-size: 16px;
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| margin: 4px 2px;
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| cursor: pointer;
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| }
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| </style>
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|
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| <div id="Buttons_Model_Tensorrt_Fps" style="margin: auto; width: 1300px; height: auto;">
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| <button class="button" id="show_inceptionv1_tensorrt_fps">Show InceptionV1 </button>
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| <button class="button" id="show_inceptionv2_tensorrt_fps">Show InceptionV2 </button>
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| <button class="button" id="show_inceptionv3_tensorrt_fps">Show InceptionV3 </button>
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| <button class="button" id="show_inceptionv4_tensorrt_fps">Show InceptionV4 </button>
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| <button class="button" id="show_tinyyolov2_tensorrt_fps">Show TinyYoloV2 </button>
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| <button class="button" id="show_tinyyolov3_tensorrt_fps">Show TinyYoloV3 </button>
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| </div>
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| <br><br>
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| <div id="chart_tensorrtrt" style="margin: auto; width: 800px; height: 500px;"></div>
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| <br><br>
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| <div id="Buttons_Backend_TensorRT_Fps" style="margin: auto; width: 600px; height: auto;">
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| <button class="button" id="show_tensorrt_fps">Show TensorRT </button>
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| </div>
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| <div id="chart_tensorrt1" style="margin: auto; width: 800px; height: 500px;"></div>
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| <br><br>
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| <script>
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| google.charts.load('current', {'packages':['corechart', 'bar']});
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| google.charts.setOnLoadCallback(drawStuffFpsTensorRT);
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| function drawStuffFpsTensorRT() {
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| var tensorrt_chartDiv = document.getElementById('chart_tensorrt');
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| var tensorrt_chartDiv1 = document.getElementById('chart_tensorrt1');
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| var table_backend_platform_tensorrt_fps = google.visualization.arrayToDataTable([
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| ['Platform', //Column 0
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| 'InceptionV1 \n TensorRT', //Column 1
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| 'InceptionV2 \n TensorRT', //Column 2
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| 'InceptionV3 \n TensorRT', //Column 3
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| 'InceptionV4 \n TensorRT', //Column 4
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| 'TinyYoloV2 \n TensorRT', //Column 5
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| 'TinyYoloV3 \n TensorRT'], //Column 6
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| ['x86', 47.8702, 32.7236, 12.092, 5.2632, 16.03, 18.3592]
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| ]);
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| var table_model_platform_tensorrt_fps = google.visualization.arrayToDataTable([
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| ['Model', //Column 0
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| 'TensorRT \n x86'], //Column 1
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| ['InceptionV1', 47.8702], //row 1
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| ['InceptionV2', 32.7236], //row 2
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| ['InceptionV3', 12.092], //row 3
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| ['InceptionV4', 5.2632], //row 4
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| ['TinyYoloV2', 16.03], //row 5
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| ['TinyYoloV3', 18.3592] //row 6
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| ]);
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| var tensorrt_materialOptions = {
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| width: 320,
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| chart: {
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| title: 'Backend Vs Platform per model',
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| },
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| series: {
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| },
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| axes: {
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| y: {
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| distance: {side: 'left',label: 'FPS'}, // Left y-axis.
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| }
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| }
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| };
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| var tensorrt_materialOptions1 = {
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| width: 900,
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| chart: {
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| title: 'Model Vs Platform per backend',
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| },
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| series: {
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| },
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| axes: {
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| y: {
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| distance: {side: 'left',label: 'FPS'}, // Left y-axis.
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| }
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| }
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| };
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|
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| var materialChart_tensorrt_fps = new google.charts.Bar(tensorrt_chartDiv);
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| var materialChart_tensorrt_fps1 = new google.charts.Bar(tensorrt_chartDiv1);
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| view_tensorrt_fps = new google.visualization.DataView(table_backend_platform_tensorrt_fps);
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| view_tensorrt_fps1 = new google.visualization.DataView(table_model_platform_tensorrt_fps);
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|
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| function drawMaterialChart() {
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| var materialChart_tensorrt_fps = new google.charts.Bar(tensorrt_chartDiv);
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| var materialChart_tensorrt_fps1 = new google.charts.Bar(tensorrt_chartDiv1);
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| materialChart_tensorrt_fps.draw(table_backend_platform_tensorrt_fps, google.charts.Bar.convertOptions(tensorrt_materialOptions));
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| materialChart_tensorrt_fps1.draw(table_model_platform_tensorrt_fps, google.charts.Bar.convertOptions(tensorrt_materialOptions1));
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|
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| init_charts();
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| }
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| function init_charts(){
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| view_tensorrt_fps.setColumns([0,1]);
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| view_tensorrt_fps.hideColumns([2, 3, 4, 5, 6]);
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| materialChart_tensorrt_fps.draw(view_tensorrt_fps, tensorrt_materialOptions);
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| view_tensorrt_fps1.setColumns([0,1]);
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| materialChart_tensorrt_fps1.draw(view_tensorrt_fps1, tensorrt_materialOptions1);
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| }
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|
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| // REF_MODEL
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| /*Select the Model that you want to show in the chart*/
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| var show_inceptionv1_tensorrt_fps = document.getElementById('show_inceptionv1_tensorrt_fps');
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| show_inceptionv1_tensorrt_fps.onclick = function () {
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| view_tensorrt_fps.setColumns([0,1]);
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| view_tensorrt_fps.hideColumns([2, 3, 4, 5, 6]);
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| materialChart_tensorrt_fps.draw(view_tensorrt_fps, tensorrt_materialOptions);
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| }
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| var show_inceptionv2_tensorrt_fps = document.getElementById('show_inceptionv2_tensorrt_fps');
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| show_inceptionv2_tensorrt_fps.onclick = function () {
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| view_tensorrt_fps.setColumns([0,2]);
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| view_tensorrt_fps.hideColumns([1, 3, 4, 5, 6]);
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| materialChart_tensorrt_fps.draw(view_tensorrt_fps, tensorrt_materialOptions);
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| }
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| var show_inceptionv3_tensorrt_fps = document.getElementById('show_inceptionv3_tensorrt_fps');
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| show_inceptionv3_tensorrt_fps.onclick = function () {
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| view_tensorrt_fps.setColumns([0,3]);
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| view_tensorrt_fps.hideColumns([1, 2, 4, 5, 6]);
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| materialChart_tensorrt_fps.draw(view_tensorrt_fps, tensorrt_materialOptions);
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| }
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| var show_inceptionv4_tensorrt_fps = document.getElementById('show_inceptionv4_tensorrt_fps');
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| show_inceptionv4_tensorrt_fps.onclick = function () {
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| view_tensorrt_fps.setColumns([0,4]);
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| view_tensorrt_fps.hideColumns([1, 2, 3, 5, 6]);
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| materialChart_tensorrt_fps.draw(view_tensorrt_fps, tensorrt_materialOptions);
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| }
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| var show_tinyyolov2_tensorrt_fps = document.getElementById('show_tinyyolov2_tensorrt_fps');
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| show_tinyyolov2_tensorrt_fps.onclick = function () {
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| view_tensorrt_fps.setColumns([0,5]);
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| view_tensorrt_fps.hideColumns([1, 2, 3, 4, 6]);
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| materialChart_tensorrt_fps.draw(view_tensorrt_fps, tensorrt_materialOptions);
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| }
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| var show_tinyyolov3_tensorrt_fps = document.getElementById('show_tinyyolov3_tensorrt_fps');
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| show_tinyyolov3_tensorrt_fps.onclick = function () {
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| view_tensorrt_fps.setColumns([0,6]);
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| view_tensorrt_fps.hideColumns([1, 2, 3, 4, 5]);
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| materialChart_tensorrt_fps.draw(view_tensorrt_fps, tensorrt_materialOptions);
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| }
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| // REF_BACKEND
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| /*Select the Model that you want to show in the chart*/
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| var show_tensorrt_fps = document.getElementById('show_tensorrt_fps');
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| show_tensorrt_fps.onclick = function () {
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| view_tensorrt_fps1.setColumns([0,1]);
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| materialChart_tensorrt_fps1.draw(view_tensorrt_fps1, tensorrt_materialOptions1);
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| }
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| drawMaterialChart();
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| };
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| </script>
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|
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| </html>
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