Difference between revisions of "CUDA ISP for NVIDIA Jetson/Performance"

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{{CUDA ISP for NVIDIA Jetson/Head|previous=|next=|metakeywords=|metadescription=}}
 
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{{DISPLAYTITLE:CUDA ISP for NVIDIA Jetson: Performance|noerror}}
 
 
= GStreamer elements performance =
 
 
To measure the performance, we have used two of our GStreamer tools: [[GstShark]] and [https://github.com/RidgeRun/gst-perf GstPerf]
 
 
== '''Jetson Xavier NX''' ==
 
 
For testing purposes, take into account the following points:
 
* Maximun performance mode enabled: all cores and Jetson clocks enabled.
 
* Jetpack 4.6
 
* FPS is equal to 1/processing time
 
 
In the following sections you will see the performance for each of the elements.
 
=== '''cudashift element''' ===
 
The following pipeline was used to measure processing time and FPS for an image with 4K resolution.
 
 
<source lang=bash>
 
GST_DEBUG="GST_TRACER:7" GST_TRACERS="proctime" gst-launch-1.0 -ve v4l2src io-mode=userptr ! 'video/x-bayer, bpp=10, format=rggb' ! cudashift shift=5 ! fakesink
 
</source>
 
<center>
 
{| class="wikitable"
 
|-
 
! Measurement (Average) !! Jetson Xavier NX
 
|-
 
| FPS || 417
 
|-
 
| Processing time (seconds) || 0.002396
 
|}
 
</center>
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
<noinclude>
 
{{CUDA ISP for NVIDIA Jetson/Foot||}}
 
</noinclude>
 

Latest revision as of 08:17, 28 March 2023