Please provide complete information as applicable to your setup.
• Hardware Platform (Jetson / GPU) - Jetson Nano
• DeepStream Version - 5.0
• JetPack Version (valid for Jetson only) - 4.3
• TensorRT Version - 7+
Hi,
I am using Deepstream tensor meta app with 1 pgie as yoloface and 1 sgie as facenet but it is running extremely slow even when used with its example pgie and sgie files. below i have attached the test app for reference.deepstream_infer_tensor_meta_test.cpp (29.0 KB)
Hi,
May I know which YOLO model do you choose?
For YOLOv3, Nano may roughly have 2~3 fps due to limited resource.
You can check this comment to enable it to 20 fps via periodical detection.
Another suggestion is to use YOLOv3 Tiny instead.
You can find the detailed performance below that it can achieve 49 fps on Nano.
Thanks.
Thanks.
Hi,
It’s expected to have a much better performance for YOLOv3 Tiny.
Do you maximize the device performance first?
$ sudo nvpmodel -m 0
$ sudo jetson_clocks
Thanks
Yes, I have done that already, can you please check the code I’ve attached? I think there is some problem with the pipeline @AastaLLL
Hi,
We are trying to reproduce this issue.
Will get back to you soon.
Thanks.
Hi shubham.shah09,
We try to test with your code, but got below errors:
$ ./deepstream-infer-tensor-meta-app ../../../../samples/streams/sample_720p.h264
With tracker
Failed to load config file: No such file or directory
** ERROR: <gst_nvinfer_parse_config_file:1242>: failed
Failed to load config file: No such file or directory
** ERROR: <gst_nvinfer_parse_config_file:1242>: failed
Now playing...
Using winsys: x11
Opening in BLOCKING MODE
Opening in BLOCKING MODE
0:00:00.244778126 9655 0x5599b1fc40 WARN nvinfer gstnvinfer.cpp:766:gst_nvinfer_start:<secondary1-nvinference-engine> error: Configuration file parsing failed
0:00:00.244839117 9655 0x5599b1fc40 WARN nvinfer gstnvinfer.cpp:766:gst_nvinfer_start:<secondary1-nvinference-engine> error: Config file path: ./dstest2_sgie1_config.txt
Running...
ERROR from element secondary1-nvinference-engine: Configuration file parsing failed
Error details: /dvs/git/dirty/git-master_linux/deepstream/sdk/src/gst-plugins/gst-nvinfer/gstnvinfer.cpp(766): gst_nvinfer_start (): /GstPipeline:dstensor-pipeline/GstNvInfer:secondary1-nvinference-engine:
Config file path: ./dstest2_sgie1_config.txt
Returned, stopping playback
Deleting pipeline
Please share the “dstest2_sgie1_config.txt” file. Thanks!
sure, I am using yolo face as pgie, how will you reproduce that? ill attach the sgie file below. but the sgie is for facenet and its not allowing me to upload the files here as it is too big, deepstream_infer_tensor_meta_test.cpp (33.6 KB) dstest2_sgie1_config.txt (3.7 KB)