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GstInference/Benchmarks (view source)

Revision as of 14:44, 27 March 2020

1,860 bytes added ,  27 March 2020
→‎TensorFlow Lite Benchmarks
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     cursor: pointer;
     cursor: pointer;
   }
   }
  </style>
</style>
    
   <div id="Buttons_Model" style="margin: auto; width: 1200px; height: auto;">
   <button class="button" id="show_inceptionv1">Show InceptionV1 </button>
   <button class="button" id="show_inceptionv1">Show InceptionV1 </button>
   <button class="button" id="show_inceptionv2">Show InceptionV2 </button>
   <button class="button" id="show_inceptionv2">Show InceptionV2 </button>
   <button class="button" id="show_inceptionv3">Show InceptionV3 </button>
   <button class="button" id="show_inceptionv3">Show InceptionV3 </button>
   <button class="button" id="show_inceptionv4">Show InceptionV4 </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>
<br><br>
<div id="chart_div" style="width: 800px; height: 500px;"></div>
<div id="chart_div" style="margin: auto; width: 800px; height: 500px;"></div>
<br><br>
<br><br>
<div id="Buttons_Backend" style="margin: auto; width: 420px; height: auto;">
<button class="button" id="show_tensorflow">Show Tensorflow </button>
<button class="button" id="show_tensorflow">Show Tensorflow </button>
<button class="button" id="show_tflite">Show Tensorflow-Lite </button>
<button class="button" id="show_tflite">Show Tensorflow-Lite </button>
<div id="chart_div1" style="width: 800px; height: 500px;"></div>
</div>
<div id="chart_div1" style="margin: auto; width: 800px; height: 500px;"></div>
<br><br>
<br><br>
<div id="Buttons_Platform" style="margin: auto; width: 1050px; height: auto;">
<button class="button" id="show_x86">Show x86 </button>
<button class="button" id="show_x86">Show x86 </button>
<button class="button" id="show_x86_gpu">Show X86+GPU </button>
<button class="button" id="show_x86_gpu">Show X86+GPU </button>
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<button class="button" id="show_coral">Show Coral </button>
<button class="button" id="show_coral">Show Coral </button>
<button class="button" id="show_coral_tpu">Show Coral+TPU </button>
<button class="button" id="show_coral_tpu">Show Coral+TPU </button>
<div id="chart_div2" style="width: 800px; height: 500px;"></div>
</div>
<br><br>
<div id="chart_div2" style="margin: auto; width: 800px; height: 500px;"></div>
 
<script>
<script>
       google.charts.load('current', {'packages':['corechart', 'bar']});
       google.charts.load('current', {'packages':['corechart', 'bar']});
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           'InceptionV3 \n Tensorflow-Lite',
           'InceptionV3 \n Tensorflow-Lite',
           'InceptionV4 \n Tensorflow',
           'InceptionV4 \n Tensorflow',
           'InceptionV4 \n Tensorflow-Lite'],
           'InceptionV4 \n Tensorflow-Lite',
           ['x86',      20.164, 19.545, 18.164, 17.642, 16.164, 15.642, 14.164, 13.642],
          'TinyYoloV2 \n Tensorflow',
           ['x86+GPU',  25.821, 24.587, 23.164, 22.642, 21.164, 20.642, 19.164, 18.642],
          'TinyYoloV2 \n Tensorflow-Lite',
           ['TX2',      24.821, 23.587, 22.164, 21.642, 20.164, 19.642, 18.164, 17.642],
          'TinyYoloV3 \n Tensorflow',
           ['TX2-GPU',  27.821, 26.587, 25.164, 24.642, 23.164, 22.642, 21.164, 20.642],
          'TinyYoloV3 \n Tensorflow-Lite'],
           ['Coral',    16.111, 15.966, 14.164, 13.642, 12.164, 11.642, 10.164, 9.642],
           ['x86',      20.164, 19.545, 18.164, 17.642, 16.164, 15.642, 14.164, 13.642, 28.164, 16.642, 16.164, 15.642],
           ['Coral+TPU', 18.111, 17.966, 16.164, 15.642, 14.164, 13.642, 12.164, 11.642]
           ['x86+GPU',  25.821, 24.587, 23.164, 22.642, 21.164, 20.642, 19.164, 18.642, 25.164, 15.642, 16.164, 15.642],
           ['TX2',      24.821, 23.587, 22.164, 21.642, 20.164, 19.642, 18.164, 17.642, 26.164, 14.642, 16.164, 15.642],
           ['TX2-GPU',  27.821, 26.587, 25.164, 24.642, 23.164, 22.642, 21.164, 20.642, 25.164, 13.642, 16.164, 15.642],
           ['Coral',    16.111, 15.966, 14.164, 13.642, 12.164, 11.642, 10.164, 9.642, 36.164, 12.642, 16.164, 15.642],
           ['Coral+TPU', 18.111, 17.966, 16.164, 15.642, 14.164, 13.642, 12.164, 11.642, 31.164, 11.642, 16.164, 15.642]
         ]);
         ]);
         var table_model_platform = google.visualization.arrayToDataTable([
         var table_model_platform = google.visualization.arrayToDataTable([
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           'Tensorflow-Lite \n Coral',
           'Tensorflow-Lite \n Coral',
           'Tensorflow-Lite \n Coral+TPU'],
           'Tensorflow-Lite \n Coral+TPU'],
           ['InceptionV1',   20.164, 25.642, 24.164, 27.642, 16.164, 18.642, 19.164, 24.642, 23.164, 26.642, 15.164, 17.642],
           ['InceptionV1', 20.164, 25.642, 24.164, 27.642, 16.164, 18.642, 19.164, 24.642, 23.164, 26.642, 15.164, 17.642],
           ['InceptionV2',   18.821, 23.587, 22.164, 25.642, 14.164, 16.642, 17.164, 22.642, 21.164, 24.642, 13.164, 15.642],
           ['InceptionV2', 18.821, 23.587, 22.164, 25.642, 14.164, 16.642, 17.164, 22.642, 21.164, 24.642, 13.164, 15.642],
           ['InceptionV3',   16.086, 21.286, 20.164, 23.642, 12.164, 14.642, 15.164, 20.642, 19.164, 22.642, 11.164, 13.642],
           ['InceptionV3', 16.086, 21.286, 20.164, 23.642, 12.164, 14.642, 15.164, 20.642, 19.164, 22.642, 11.164, 13.642],
           ['InceptionV4',   14.977,  19.153, 18.164, 21.642, 10.164, 12.642, 13.164, 18.642, 17.164, 20.642, 9.164, 11.642]
           ['InceptionV4', 14.977, 19.153, 18.164, 21.642, 10.164, 12.642, 13.164, 18.642, 17.164, 20.642, 9.164, 11.642],
          ['TinyYoloV2',  15.977, 16.153, 16.164, 23.642, 12.164, 13.642, 13.164, 17.642, 17.164, 28.642, 19.164, 15.642],
          ['TinyYoloV3',  16.977, 19.153, 18.164, 21.642, 10.164, 12.642, 13.164, 18.642, 17.164, 20.642, 9.164, 11.642]
         ]);
         ]);
         var table_model_backend = google.visualization.arrayToDataTable([
         var table_model_backend = google.visualization.arrayToDataTable([
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           'Tensorflow-Lite \n Coral',
           'Tensorflow-Lite \n Coral',
           'Tensorflow-Lite \n Coral+TPU'],
           'Tensorflow-Lite \n Coral+TPU'],
           ['InceptionV1',   20.164, 25.642, 24.164, 27.642, 16.164, 18.642, 19.164, 24.642, 23.164, 26.642, 15.164, 17.642],
           ['InceptionV1', 20.164, 25.642, 24.164, 27.642, 16.164, 18.642, 19.164, 24.642, 23.164, 26.642, 15.164, 17.642],
           ['InceptionV2',   18.821, 23.587, 22.164, 25.642, 14.164, 16.642, 17.164, 22.642, 21.164, 24.642, 13.164, 15.642],
           ['InceptionV2', 18.821, 23.587, 22.164, 25.642, 14.164, 16.642, 17.164, 22.642, 21.164, 24.642, 13.164, 15.642],
           ['InceptionV3',   16.086,  21.286, 20.164, 23.642, 12.164, 14.642, 15.164, 20.642, 19.164, 22.642, 11.164, 13.642],
           ['InceptionV3', 16.086,  21.286, 20.164, 23.642, 12.164, 14.642, 15.164, 20.642, 19.164, 22.642, 11.164, 13.642],
           ['InceptionV4',   14.977,  19.153, 18.164, 21.642, 10.164, 12.642, 13.164, 18.642, 17.164, 20.642, 9.164, 11.642]
           ['InceptionV4', 14.977,  19.153, 18.164, 21.642, 10.164, 12.642, 13.164, 18.642, 17.164, 20.642, 9.164, 11.642],
          ['TinyYoloV2',  15.977, 16.153, 16.164, 23.642, 12.164, 13.642, 13.164, 17.642, 17.164, 28.642, 19.164, 15.642],
          ['TinyYoloV3',  16.977, 19.153, 18.164, 21.642, 10.164, 12.642, 13.164, 18.642, 17.164, 20.642, 9.164, 11.642]
         ]);
         ]);


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         function init_charts(){
         function init_charts(){
           view.setColumns([0,1,2]);
           view.setColumns([0,1,2]);
           view.hideColumns([3,4,5,6,7,8]);
           view.hideColumns([3,4,5,6,7,8,9,10,11,12]);
           materialChart.draw(view, materialOptions);
           materialChart.draw(view, materialOptions);
           view1.setColumns([0,1,2,3,4,5,6]);
           view1.setColumns([0,1,2,3,4,5,6]);
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         show_inceptionv1.onclick = function () {
         show_inceptionv1.onclick = function () {
           view.setColumns([0,1,2]);
           view.setColumns([0,1,2]);
           view.hideColumns([3,4,5,6,7,8]);
           view.hideColumns([3,4,5,6,7,8,9,10,11,12]);
           materialChart.draw(view, materialOptions);
           materialChart.draw(view, materialOptions);
         }
         }
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         show_inceptionv2.onclick = function() {
         show_inceptionv2.onclick = function() {
           view.setColumns([0,3,4]);
           view.setColumns([0,3,4]);
           view.hideColumns([1,2,5,6,7,8]);
           view.hideColumns([1,2,5,6,7,8,9,10,11,12]);
           materialChart.draw(view, materialOptions);
           materialChart.draw(view, materialOptions);
         }
         }
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         show_inceptionv3.onclick = function() {
         show_inceptionv3.onclick = function() {
           view.setColumns([0,5,6]);
           view.setColumns([0,5,6]);
           view.hideColumns([1,2,3,4,7,8]);
           view.hideColumns([1,2,3,4,7,8,9,10,11,12]);
           materialChart.draw(view, materialOptions);
           materialChart.draw(view, materialOptions);
         }
         }
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         show_inceptionv4.onclick = function() {
         show_inceptionv4.onclick = function() {
           view.setColumns([0,7,8]);
           view.setColumns([0,7,8]);
           view.hideColumns([1,2,3,4,5,6]);
           view.hideColumns([1,2,3,4,5,6,9,10,11,12]);
          materialChart.draw(view, materialOptions);
        }
        var show_tinyyolov2 = document.getElementById("show_tinyyolov2");
        show_tinyyolov2.onclick = function() {
          view.setColumns([0,9,10]);
          view.hideColumns([1,2,3,4,5,6,7,8,11,12]);
          materialChart.draw(view, materialOptions);
        }
        var show_tinyyolov3 = document.getElementById("show_tinyyolov3");
        show_tinyyolov3.onclick = function() {
          view.setColumns([0,11,12]);
          view.hideColumns([1,2,3,4,5,6,7,8,9,10]);
           materialChart.draw(view, materialOptions);
           materialChart.draw(view, materialOptions);
         }
         }
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