GstInference/Benchmarks: Difference between revisions

GstInference/Benchmarks (view source)

Revision as of 20:02, 17 July 2020

2,449 bytes added , 17 July 2020

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 == Jetson AGX Xavier ==
-=== FPS measurementes ===
+=== FPS Measurements ===
 <html>
@@ Line 1,500: / Line 1,500: @@
 <script>
        google.charts.load('current', {'packages':['corechart', 'bar']});
-       google.charts.setOnLoadCallback(drawStuffXavier);
+       google.charts.setOnLoadCallback(drawStuffXavierFps);
-       function drawStuffXavier() {
+       function drawStuffXavierFps() {
          var chartDiv_Fps_Xavier = document.getElementById('chart_fps_xavier');
@@ Line 1,546: / Line 1,546: @@
            view_xavier_fps.setColumns([0,1,2,3,4,5]);
            materialChart_xavier_fps.draw(view_xavier_fps, xavier_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_xavier" style="margin: auto; width: 800px; height: 500px;"></div>
+<script>
+      google.charts.load('current', {'packages':['corechart', 'bar']});
+      google.charts.setOnLoadCallback(drawStuffXavierCpu);
+      function drawStuffXavierCpu() {
+        var chartDiv_Cpu_Xavier = document.getElementById('chart_cpu_xavier');
+        var table_models_cpu_xavier = google.visualization.arrayToDataTable([
+          ['Model',                      //Column 0
+           'TensorFlow \n Xavier (15 W)',       //Column 1
+           'TensorFlow (GPU) \n Xavier (15 W)', //Column 2
+           'TensorFlow \n Xavier (30 W)',       //Column 3
+           'TensorFlow (GPU) \n Xavier (30 W)', //Column 4
+           'TensorRT \n Xavier'],               //Column 5
+          ['InceptionV1', 86, 72, 93, 72, 32], //row 1
+          ['InceptionV2', 88, 62.6, 95, 62, 0], //row 2
+          ['InceptionV3', 92, 44, 98, 44, 6], //row 3
+          ['InceptionV4', 94, 32, 99, 32, 3], //row 4
+          ['TinyYoloV2',  0, 0, 0, 0, 16], //row 5
+          ['TinyYoloV3',  0, 0, 0, 0, 0]  //row 6
+        ]);
+        var xavier_materialOptions_cpu = {
+          width: 900,
+          chart: {
+            title: 'Model Vs CPU load per backend',
+          },
+          series: {
+          },
+          axes: {
+            y: {
+              distance: {side: 'left',label: 'CPU Load'}, // Left y-axis.
+            }
+          }
+        };
+        var materialChart_xavier_cpu = new google.charts.Bar(chartDiv_Cpu_Xavier);
+        view_xavier_cpu = new google.visualization.DataView(table_models_cpu_xavier);
+        function drawMaterialChart() {
+          var materialChart_xavier_cpu = new google.charts.Bar(chartDiv_Cpu_Xavier);
+          materialChart_xavier_cpu.draw(table_models_cpu_xavier, google.charts.Bar.convertOptions(xavier_materialOptions_cpu));
+          init_charts();
+        }
+        function init_charts(){
+          view_xavier_cpu.setColumns([0,1,2,3,4,5]);
+          materialChart_xavier_cpu.draw(view_xavier_cpu, xavier_materialOptions_cpu);
          }
          drawMaterialChart();