CSI latency is over 80 milliseconds...?


We are experiencing relatively high latency for the CSI processing on the TX2. The devkit CSI Camera to nvoverlaysink has a glass-to-glass latency of about 80 millisecs (5 frames @60fps).

gst-launch-1.0 nvcamerasrc fpsRange=“60.0 60.0” ! ‘video/x-raw(memory:NVMM), width=(int)1920, height=(int)1080, format=(string)I420, framerate=(fraction)60/1’ ! nvoverlaysink

We expected the CSI performance to be a a lot faster - has anybody achieved this on the TX2?

(Also see One frame latency/delay in TX1 V4L stack - Jetson TX1 - NVIDIA Developer Forums)

How do you profile glass-to-glass latency?


Typically we put a 60 fps video on the screen which loops and shows the frame counter - and then we film this movie using the camera.

At the same time - we take a photo of the screen which then shows both the original video frame number - and also the camera frame number (which will be lagging X frames behind).

If the camera is e.g. 7 frames behind - then this means 7/60 seconds latency - which equals 116ms latency from the camera glass to the display glass.

We try with onboard ov5693 running at 720p60 and see 2-3 frame latency. Attach the JPGs for reference.
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Do you run with ‘sudo ~/jetson_clocks.sh’ being set?

Strange… I reran the test now (720p) from a fresh reboot. Running on a monitor with 5ms delay.

sudo ~/jetson_clocks.sh
gst-launch-1.0 nvcamerasrc fpsRange=“60.0 60.0” ! ‘video/x-raw(memory:NVMM), width=(int)1280, height=(int)720, format=(string)I420, framerate=(fraction)60/1’ ! nvoverlaysink

I see some variations: 91ms, 135ms, 93ms, 90ms. Just ordered a new gaming monitor with 1ms delay - just to minimize chances of this being the monitor.

Hi njal,
We see 5 frame delay in running the gstreamer command with onboard ov5693. Do you consider using Argus?External Media

Hi Dane!

I measured the same type of latency (80-90 ms) for the TX2 onboard camera using argus aswell…

I did:

# maximize on-boards clocks 
sudo ~/jetson_clocks.sh 
# Start argus app for testing
cd tegra_multimedia_api/argus/build/apps/camera/ui/camera

I configured the argus_camera app to both 720P @ 120 Hz and 720P @ 60Hz and both appear to have a ~80 ms latency.

Is it possible that the camera_app is not well configured? If so could you post or refer to the source sample you are running in your tests?

I’ve also tested gstreamer and can confirm the reported latency there.

PS: any good tip for pasting screenshots here? :)

Hi Jimmy,
I guess you do not run the sensor mode at 720p120. Please replace and rebuild tegra_multimedia_api\samples\09_camera_jpeg_capture with attached main.cpp. And execute

$ ~/tegra_multimedia_api/samples/09_camera_jpeg_capture -s --cap-time 60 --fps 60 --disable-jpg --sensor-mode 2 --pre-res 1280x720

main.cpp (18 KB)

Thanks Dane,

This improved things a bit!

With this approach I’m measuring around 50-70 ms glass to glass.

Hi @njal

You may find interesting the following link:

This wiki page is intended to be used as a reference for the Tegra X1 (TX1) capture to display glass to glass latency using the simplest GStreamer pipeline. The tests were executed with the IMX274 camera sensor, for the the 1080p and 4K 60fps modes.The tests were done using a modified nvcamerasrc binary provided by Nvidia, that reduces the minimum allowed value of the queue-size property from 10 to 2 buffers. This binary was built for Jetpack 3.0 L4T 24.2.1. Similar test will be run on TX2.

Also, It expose some Glass to glass latency measurement reliable methods.

I hope this information helps you!

Best regards

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DaneLLL, can you confirm which command you used exactly? And just to confirm you used the onboard camera and accessed it via command line from Ubuntu terminal? Thanks!

Please refer to below gstreamer command:

nvidia@tegra-ubuntu:~$ gst-launch-1.0 nvcamerasrc num-buffers=600 ! 'video/x-raw(memory:NVMM),width=1280,height=720,framerate=60/1' ! nvoverlaysink
Setting pipeline to PAUSED ...

Available Sensor modes :
2592 x 1944 FR=30.000000 CF=0x1109208a10 SensorModeType=4 CSIPixelBitDepth=10 DynPixelBitDepth=10
2592 x 1458 FR=30.000000 CF=0x1109208a10 SensorModeType=4 CSIPixelBitDepth=10 DynPixelBitDepth=10
1280 x 720 FR=120.000000 CF=0x1109208a10 SensorModeType=4 CSIPixelBitDepth=10 DynPixelBitDepth=10
Pipeline is live and does not need PREROLL ...
Setting pipeline to PLAYING ...
New clock: GstSystemClock

NvCameraSrc: Trying To Set Default Camera Resolution. Selected sensorModeIndex = 2 WxH = 1280x720 FrameRate = 120.000000 ...

Got EOS from element "pipeline0".
Execution ended after 0:00:10.158761040
Setting pipeline to PAUSED ...
Setting pipeline to READY ...
Setting pipeline to NULL ...
Freeing pipeline ...

This is very weird. I still get ~ 130-170ms glass to glass latency.
Any ideas what could be up? E.g. I haven’t installed any special nvcamerasrc binary from Nvidia (e.g. as mentioned in Introduction paragraph here: NVIDIA Jetson TX1 TX2 Glass to Glass latency | Jetson TX1 TX2 Capture | RidgeRun) nor have I have installed any JetPack SDK

My setup:

  • HP Pavillion 32 Display: Monitor lag 42 ms; connected via HDMI to JTX2; HDMI cable ~ 1m
  • Jetson TX2 with onboard CSI camera
  • Gstreamer 1.6.0
  • I’m running jetson_clocks.sh
    Command I got around 130 ms with:
  • $ gst-launch-1.0 nvcamerasrc ! ‘video/x-raw(memory:NVMM), width=640, height=480, framerate=30/1’ ! nvvidconv flip-method=0 ! nvegltransform ! nveglglessink -e

At 30 Hz, each frame will take 33 milliseconds to capture, before it can be processed. Then it needs to be displayed, which will take between 0 and 33 milliseconds of queuing (depending on where scan-out is on the monitor when you’re done) plus 33 milliseconds to actually scan it out. Add 42 ms of display latency of your display, and the best possible case is 33 + 0 + 33 + 42 milliseconds, and the worst case is 33 + 33 + 33 + 42 milliseconds. So, the best achievable rate, assuming processing takes no time, would be between 109 and 141 milliseconds. You seem to see a one frame additional latency, because your rate is between 130 and 170 ms. That could be added by processing latency, or simply by using a triple-buffered output pipeline instead of double-buffered.
The numbers you report don’t seem to be concerning at all, they seem to be spot on for what’s expected at 30 Hz with the various involved subsystems.

To get lower latency, you need to up your hardware game significantly. You’d want to genlock your display to your camera. Additionally, you’d want to make sure you use as fast buffering as possible (direct mapped or double-buffered presentation.) Additionally, you’d want a display with close to zero display latency. Additionally, you’d want a very high frame rate. Even if you can only get 60 Hz for the camera capture, you might be able to get a display driven at 120 Hz to cut some of the latency down; ideally you’d want a 90 Hz or 120 Hz camera as well.

Not sure it improves a lot, but it seems you are using nvvidconv for nothing…you may try to remove it from the pipeline.

@honey_Patouceul I have played it with and without that command (as well as many other before). It doesn’t make a difference. :( but thanks!

@snarky, thanks a lot for your answer. Very insightful!

  1. I had tried to use sensorModeIndex=2 (so with 120 fps) before. Result: ~210 ms end to end latency. Weird, no?

  2. Any tips or pointer how to genlock monitor and camera?

  3. Any tips on the faster buffering?

  4. Point taken with the physical monitor. I’ll get a 120Hz one.

  5. Overall, it just seems weird to me as previous comments in this thread pointed out much faster times with same setup (except that they might have used a monitor with higher update frequency)?

Could you try this (disclaimer: I’m not on a Tegra to test ATM):

gst-launch-1.0 nvcamerasrc ! 'video/x-raw(memory:NVMM), width=640, height=480, framerate=120/1' ! nvvidconv ! xvimagesink

Jimmy, thanks. That helped it reduce it to latency ~86ms-129ms