Deepstream 6 on Xavier NX detection performance issues

[AastaLLL]

Hi,

1. Do you compare the performance with Deepstream 6.0.1 (JP4.6.1) or Deepstream 6.0 (JP4.6)?
If version 6.0 is used, would you mind testing this on Deepstream 6.0.1?

2. Please also try the patch shared below to see if it helps in your use case:

Deepstream 6 YOLO performance issue

Hi All, Sorry for long delay! Attached the fix for this perf regression issue. Verified on my side. $ cd /opt/nvidia/deepstream/deepstream-6.0/sources/objectDetector_Yolo/ $ patch -p1 < DS6.0GA_objectDetector_Yolo_perf_regression.patch $ export CUDA_VER= // specify the CUDA version, e.g. export CUDA_VER=11.4 $ make -C nvdsinfer_custom_impl_Yolo DS6.0GA_objectDetector_Yolo_perf_regression.patch (2.5 KB) Thanks!

If the performance regression still occurs with the above two suggestions.
Would you mind sharing the ONNX model and the corresponding Deepstream configuration for us to reproduce?

Thanks.