GstInference/Benchmarks: Difference between revisions

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Revision as of 14:25, 21 July 2020

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 == Jetson Nano ==
+=== FPS Measurements ===
+<html>
+<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="chart_fps_nano" style="margin: auto; width: 800px; height: 500px;"></div>
+<script>
+      google.charts.load('current', {'packages':['corechart', 'bar']});
+      google.charts.setOnLoadCallback(drawStuffNanoFps);
+      function drawStuffNanoFps() {
+        var chartDiv_Fps_Nano = document.getElementById('chart_fps_nano');
+        var table_models_fps_nano = google.visualization.arrayToDataTable([
+          ['Model',                      //Column 0
+           'TensorRT \n Nano'],        //Column 1
+          ['InceptionV1', 36.8], //row 1
+          ['InceptionV2', 0], //row 2
+          ['InceptionV3', 10.9], //row 3
+          ['InceptionV4', 4.82], //row 4
+          ['TinyYoloV2',  14.6], //row 5
+          ['TinyYoloV3',  0]  //row 6
+        ]);
+        var Nano_materialOptions_fps = {
+          width: 500,
+          chart: {
+            title: 'Model Vs FPS per backend',
+          },
+          series: {
+          },
+          axes: {
+            y: {
+              distance: {side: 'left',label: 'FPS'}, // Left y-axis.
+            }
+          }
+        };
+        var materialChart_nano_fps = new google.charts.Bar(chartDiv_Fps_Nano);
+        view_nano_fps = new google.visualization.DataView(table_models_fps_nano);
+        function drawMaterialChart() {
+          var materialChart_nano_fps = new google.charts.Bar(chartDiv_Fps_Nano);
+          materialChart_nano_fps.draw(table_models_fps_nano, google.charts.Bar.convertOptions(Nano_materialOptions_fps));
+          init_charts();
+        }
+        function init_charts(){
+          view_nano_fps.setColumns([0,1]);
+          materialChart_nano_fps.draw(view_nano_fps, Nano_materialOptions_fps);
+        }
+        drawMaterialChart();
+        }
+</script>
+</html>
+=== CPU Load Measurements ===
+<html>
+<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="chart_cpu_nano" style="margin: auto; width: 800px; height: 500px;"></div>
+<script>
+      google.charts.load('current', {'packages':['corechart', 'bar']});
+      google.charts.setOnLoadCallback(drawStuffNanoCpu);
+      function drawStuffNanoCpu() {
+        var chartDiv_Cpu_Nano = document.getElementById('chart_cpu_nano');
+        var table_models_cpu_nano = google.visualization.arrayToDataTable([
+          ['Model',                      //Column 0
+           'TensorRT \n Nano'],        //Column 1
+          ['InceptionV1', 18], //row 1
+          ['InceptionV2', 0], //row 2
+          ['InceptionV3', 18], //row 3
+          ['InceptionV4', 20], //row 4
+          ['TinyYoloV2',  20], //row 5
+          ['TinyYoloV3',  0]  //row 6
+        ]);
+        var Nano_materialOptions_cpu = {
+          width: 500,
+          chart: {
+            title: 'Model Vs CPU Load per backend',
+          },
+          series: {
+          },
+          axes: {
+            y: {
+              distance: {side: 'left',label: 'FPS'}, // Left y-axis.
+            }
+          }
+        };
+        var materialChart_nano_cpu = new google.charts.Bar(chartDiv_Cpu_Nano);
+        view_nano_cpu = new google.visualization.DataView(table_models_cpu_nano);
+        function drawMaterialChart() {
+          var materialChart_nano_cpu = new google.charts.Bar(chartDiv_Cpu_Nano);
+          materialChart_nano_cpu.draw(table_models_cpu_nano, google.charts.Bar.convertOptions(Nano_materialOptions_cpu));
+          init_charts();
+        }
+        function init_charts(){
+          view_nano_cpu.setColumns([0,1]);
+          materialChart_nano_cpu.draw(view_nano_cpu, Nano_materialOptions_cpu);
+        }
+        drawMaterialChart();
+        }
+</script>
+</html>
 == Google Coral ==