GstInference/Benchmarks: Difference between revisions

GstInference/Benchmarks (view source)

Revision as of 21:17, 17 July 2020

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 </html>
+== Jetson TX2 ==
+=== 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_tx2" style="margin: auto; width: 800px; height: 500px;"></div>
+<script>
+      google.charts.load('current', {'packages':['corechart', 'bar']});
+      google.charts.setOnLoadCallback(drawStuffTx2Fps);
+      function drawStuffTx2Fps() {
+        var chartDiv_Fps_Tx2 = document.getElementById('chart_fps_tx2');
+        var table_models_fps_tx2 = google.visualization.arrayToDataTable([
+          ['Model',                      //Column 0
+           'TensorRT \n TX2'],        //Column 1
+          ['InceptionV1', 62.5], //row 1
+          ['InceptionV2', 0], //row 2
+          ['InceptionV3', 20.2], //row 3
+          ['InceptionV4', 11.22], //row 4
+          ['TinyYoloV2',  33.8], //row 5
+          ['TinyYoloV3',  0]  //row 6
+        ]);
+        var Tx2_materialOptions_fps = {
+          width: 500,
+          chart: {
+            title: 'Model Vs FPS per backend',
+          },
+          series: {
+          },
+          axes: {
+            y: {
+              distance: {side: 'left',label: 'FPS'}, // Left y-axis.
+            }
+          }
+        };
+        var materialChart_tx2_fps = new google.charts.Bar(chartDiv_Fps_Tx2);
+        view_tx2_fps = new google.visualization.DataView(table_models_fps_tx2);
+        function drawMaterialChart() {
+          var materialChart_tx2_fps = new google.charts.Bar(chartDiv_Fps_Tx2);
+          materialChart_tx2_fps.draw(table_models_fps_tx2, google.charts.Bar.convertOptions(Tx2_materialOptions_fps));
+          init_charts();
+        }
+        function init_charts(){
+          view_tx2_fps.setColumns([0,1]);
+          materialChart_tx2_fps.draw(view_tx2_fps, Tx2_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_tx2" style="margin: auto; width: 800px; height: 500px;"></div>
+<script>
+      google.charts.load('current', {'packages':['corechart', 'bar']});
+      google.charts.setOnLoadCallback(drawStuffTx2Cpu);
+      function drawStuffTx2Cpu() {
+        var chartDiv_Cpu_Tx2 = document.getElementById('chart_cpu_tx2');
+        var table_models_cpu_tx2 = google.visualization.arrayToDataTable([
+          ['Model',                      //Column 0
+           'TensorRT \n TX2'],        //Column 1
+          ['InceptionV1', 21], //row 1
+          ['InceptionV2', 0], //row 2
+          ['InceptionV3', 10], //row 3
+          ['InceptionV4', 7], //row 4
+          ['TinyYoloV2',  19], //row 5
+          ['TinyYoloV3',  0]  //row 6
+        ]);
+        var Tx2_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_tx2_cpu = new google.charts.Bar(chartDiv_Cpu_Tx2);
+        view_tx2_cpu = new google.visualization.DataView(table_models_cpu_tx2);
+        function drawMaterialChart() {
+          var materialChart_tx2_cpu = new google.charts.Bar(chartDiv_Cpu_Tx2);
+          materialChart_tx2_cpu.draw(table_models_cpu_tx2, google.charts.Bar.convertOptions(Tx2_materialOptions_cpu));
+          init_charts();
+        }
+        function init_charts(){
+          view_tx2_cpu.setColumns([0,1]);
+          materialChart_tx2_cpu.draw(view_tx2_cpu, Tx2_materialOptions_cpu);
+        }
+        drawMaterialChart();
+        }
+</script>
+</html>
+== Jetson Nano ==
+== Google Coral ==
 <noinclude>
 {{GstInference/Foot|Example Applications/DispTec|Model Zoo}}
 </noinclude>