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GstInference/Benchmarks (view source)

Revision as of 15:45, 9 June 2020

589 bytes added ,  9 June 2020
→‎FPS measurement
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           'InceptionV1 \n Tensorflow',    //Colunm 1
           'InceptionV1 \n Tensorflow',    //Colunm 1
           'InceptionV1 \n Tensorflow-Lite',//Colunm 2
           'InceptionV1 \n Tensorflow-Lite',//Colunm 2
           'InceptionV2 \n Tensorflow',    //Colunm 3
          'InceptionV1 \n EdgeTPU',        //Colunm 3
           'InceptionV2 \n Tensorflow-Lite',//Colunm 4
           'InceptionV2 \n Tensorflow',    //Colunm 4
           'InceptionV3 \n Tensorflow',    //Colunm 5
           'InceptionV2 \n Tensorflow-Lite',//Colunm 5
           'InceptionV3 \n Tensorflow-Lite',//Colunm 6
          'InceptionV2 \n EdgeTPU',        //Colunm 6
           'InceptionV4 \n Tensorflow',    //Colunm 7
           'InceptionV3 \n Tensorflow',    //Colunm 7
           'InceptionV4 \n Tensorflow-Lite',//Colunm 8
           'InceptionV3 \n Tensorflow-Lite',//Colunm 8
           'TinyYoloV2 \n Tensorflow',      //Colunm 9
          'InceptionV3 \n EdgeTPU',        //Colunm 9
           'TinyYoloV2 \n Tensorflow-Lite', //Colunm 10
           'InceptionV4 \n Tensorflow',    //Colunm 10
           'TinyYoloV3 \n Tensorflow',      //Colunm 11
           'InceptionV4 \n Tensorflow-Lite',//Colunm 11
           'TinyYoloV3 \n Tensorflow-Lite'],//Colunm 12
          'InceptionV4 \n EdgeTPU',        //Colunm 12
           ['x86',      63.747, 22.781, 48.381, 14.164, 20.482, 12.164, 10.338, 10.164, 24.255, 12.164, 27.113, 10.164],
           'TinyYoloV2 \n Tensorflow',      //Colunm 13
           ['x86+GPU',  0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], //row 1
           'TinyYoloV2 \n Tensorflow-Lite', //Colunm 14
           ['TX2',      0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], //row 2
          'TinyYoloV2 \n EdgeTPU',        //Colunm 15
           ['TX2-GPU',  0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], //row 3
           'TinyYoloV3 \n Tensorflow',      //Colunm 16
           ['Coral',    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], //row 4
           'TinyYoloV3 \n Tensorflow-Lite', //Colunm 17
           ['Coral+TPU', 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0]  //row 5
          'TinyYoloV3 \n EdgeTPU'],       //Colunm 18
           ['x86',      63.747, 22.781, 0, 48.381, 14.164, 0, 20.482, 12.164, 0, 10.338, 10.164, 0, 24.255, 12.164, 0, 27.113, 10.164, 0],
           ['x86+GPU',  0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], //row 1
           ['TX2',      0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], //row 2
           ['TX2-GPU',  0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], //row 3
           ['Coral',    0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], //row 4
           ['Coral+TPU', 0, 0, 41.489, 0, 0, 42.001, 0, 0, 15.232, 0, 0, 8.405, 0, 0, 0, 0, 0, 0]  //row 5
         ]);
         ]);
         var table_model_platform_fps = google.visualization.arrayToDataTable([
         var table_model_platform_fps = google.visualization.arrayToDataTable([
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         }
         }
         function init_charts(){
         function init_charts(){
           view_fps.setColumns([0,1,2]);
           view_fps.setColumns([0,1,2,3]);
           view_fps.hideColumns([3,4,5,6,7,8,9,10,11,12]);
           view_fps.hideColumns([4,5,6,7,8,9,10,11,12,13,14,15,16,17,18]);
           materialChart_fps.draw(view_fps, materialOptions);
           materialChart_fps.draw(view_fps, materialOptions);
           view1_fps.setColumns([0,1,2,3,4,5,6]);
           view1_fps.setColumns([0,1,2,3,4,5,6]);
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         var show_inceptionv1 = document.getElementById('show_inceptionv1');
         var show_inceptionv1 = document.getElementById('show_inceptionv1');
         show_inceptionv1.onclick = function () {
         show_inceptionv1.onclick = function () {
           view_fps.setColumns([0,1,2]);
           view_fps.setColumns([0,1,2,3]);
           view_fps.hideColumns([3,4,5,6,7,8,9,10,11,12]);
           view_fps.hideColumns([4,5,6,7,8,9,10,11,12,13,14,15,16,17,18]);
           materialChart_fps.draw(view_fps, materialOptions);
           materialChart_fps.draw(view_fps, materialOptions);
         }
         }
         var show_inceptionv2 = document.getElementById("show_inceptionv2");
         var show_inceptionv2 = document.getElementById("show_inceptionv2");
         show_inceptionv2.onclick = function() {
         show_inceptionv2.onclick = function() {
           view_fps.setColumns([0,3,4]);
           view_fps.setColumns([0,4,5,6]);
           view_fps.hideColumns([1,2,5,6,7,8,9,10,11,12]);
           view_fps.hideColumns([1,2,3,7,8,9,10,11,12,13,14,15,16,17,18]);
           materialChart_fps.draw(view_fps, materialOptions);
           materialChart_fps.draw(view_fps, materialOptions);
         }
         }
         var show_inceptionv3 = document.getElementById('show_inceptionv3');
         var show_inceptionv3 = document.getElementById('show_inceptionv3');
         show_inceptionv3.onclick = function() {
         show_inceptionv3.onclick = function() {
           view_fps.setColumns([0,5,6]);
           view_fps.setColumns([0,7,8,9]);
           view_fps.hideColumns([1,2,3,4,7,8,9,10,11,12]);
           view_fps.hideColumns([1,2,3,4,5,6,10,11,12,13,14,15,16,17,18]);
           materialChart_fps.draw(view_fps, materialOptions);
           materialChart_fps.draw(view_fps, materialOptions);
         }
         }
         var show_inceptionv4 = document.getElementById("show_inceptionv4");
         var show_inceptionv4 = document.getElementById("show_inceptionv4");
         show_inceptionv4.onclick = function() {
         show_inceptionv4.onclick = function() {
           view_fps.setColumns([0,7,8]);
           view_fps.setColumns([0,10,11,12]);
           view_fps.hideColumns([1,2,3,4,5,6,9,10,11,12]);
           view_fps.hideColumns([1,2,3,4,5,6,7,8,9,13,14,15,16,17,18]);
           materialChart_fps.draw(view_fps, materialOptions);
           materialChart_fps.draw(view_fps, materialOptions);
         }
         }
         var show_tinyyolov2 = document.getElementById("show_tinyyolov2");
         var show_tinyyolov2 = document.getElementById("show_tinyyolov2");
         show_tinyyolov2.onclick = function() {
         show_tinyyolov2.onclick = function() {
           view_fps.setColumns([0,9,10]);
           view_fps.setColumns([0,13,14,15]);
           view_fps.hideColumns([1,2,3,4,5,6,7,8,11,12]);
           view_fps.hideColumns([1,2,3,4,5,6,7,8,9,10,11,12,16,17,18]);
           materialChart_fps.draw(view_fps, materialOptions);
           materialChart_fps.draw(view_fps, materialOptions);
         }
         }
         var show_tinyyolov3 = document.getElementById("show_tinyyolov3");
         var show_tinyyolov3 = document.getElementById("show_tinyyolov3");
         show_tinyyolov3.onclick = function() {
         show_tinyyolov3.onclick = function() {
           view_fps.setColumns([0,11,12]);
           view_fps.setColumns([0,16,17,18]);
           view_fps.hideColumns([1,2,3,4,5,6,7,8,9,10]);
           view_fps.hideColumns([1,2,3,4,5,6,7,8,9,10,11,12,13,14,15]);
           materialChart_fps.draw(view_fps, materialOptions);
           materialChart_fps.draw(view_fps, materialOptions);
         }
         }
Lmurillo
221

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