• Hardware Platform (GeForce RTX 2080 Ti)
• DeepStream 5.0
Hi everyone!
I want to run my Deepstream python application - that I have tested on Jetson Nano - on my desktop which has GeForce RTX 2080 Ti. Is there a version for Deepstream compatible with the GPU mentioned above? How do I go about running Deepstream applications on my GPU? Any help would be appreciated.
We test and maintain on Tesla series and Jetson TX1, TX2, Nano, NX and AGX Xavier. some users can run deepstream sample success using Geforce series cards, you may give a try on your 2080 Ti card. get the package for dGPU from here,
I tried installing the DeepStream deb file for Servers and Workstations and got the following error:
user@user:~/Downloads$ sudo dpkg -i deepstream_sdk_5.0_amd64.deb
(Reading database … 205473 files and directories currently installed.)
Preparing to unpack deepstream_sdk_5.0_amd64.deb …
Unpacking deepstream-5.0 (5.0.0-1) over (5.0.0-1) …
dpkg: dependency problems prevent configuration of deepstream-5.0:
deepstream-5.0 depends on cuda-cudart-10-2; however:
Package cuda-cudart-10-2 is not installed.
deepstream-5.0 depends on cuda-cudart-dev-10-2; however:
Package cuda-cudart-dev-10-2 is not installed.
deepstream-5.0 depends on cuda-npp-10-2; however:
Package cuda-npp-10-2 is not installed.
deepstream-5.0 depends on cuda-npp-dev-10-2; however:
Package cuda-npp-dev-10-2 is not installed.
deepstream-5.0 depends on libgstreamer1.0-dev (>= 1.14.1); however:
Package libgstreamer1.0-dev is not installed.
deepstream-5.0 depends on libgstreamer-plugins-base1.0-dev (>= 1.14.1); however:
Package libgstreamer-plugins-base1.0-dev is not installed.
deepstream-5.0 depends on libnvinfer7 (>= 7.0.0); however:
Package libnvinfer7 is not installed.
deepstream-5.0 depends on libnvinfer-dev (>= 7.0.0); however:
Package libnvinfer-dev is not installed.
deepstream-5.0 depends on libnvparsers7 (>= 7.0.0); however:
Package libnvparsers7 is not installed.
deepstream-5.0 depends on libnvparsers-dev (>= 7.0.0); however:
Package libnvparsers-dev is not installed.
deepstream-5.0 depends on libnvonnxparsers7 (>= 7.0.0); however:
Package libnvonnxparsers7 is not installed.
deepstream-5.0 depends on libnvonnxparsers-dev (>= 7.0.0); however:
Package libnvonnxparsers-dev is not installed.
deepstream-5.0 depends on libnvinfer-plugin7 (>= 7.0.0); however:
Package libnvinfer-plugin7 is not installed.
deepstream-5.0 depends on libnvinfer-plugin-dev (>= 7.0.0); however:
Package libnvinfer-plugin-dev is not installed.
deepstream-5.0 depends on libgstrtspserver-1.0-0; however:
Package libgstrtspserver-1.0-0 is not installed.
dpkg: error processing package deepstream-5.0 (–install):
dependency problems - leaving unconfigured
Errors were encountered while processing:
deepstream-5.0
Does this mean that my GPU does not support DeepStream, or am I missing something? Should I try installing these dependencies separately before installing DeepStream?
I see someone run success with 2080 Ti card, you probably need to install other dependency. you need to install cuda, TensorRT, etc. please follow README to install.
I installed all the dependencies as instructed on the developer guide. When I tried to run the deepstream_test_2 application, I got the following error:
ImportError: libpython3.6m.so.1.0 cannot open shared object file: No such file or directory.
Is this a dependencies issue (if yes, then which one?) or do I need to downgrade my system python version (which is 3.8) to 3.6?
You do not need to downgrade, just need to reconfigure the python.
sudo update-alternatives --config python
choose number which indicate python3.6 version