• Hardware Platform: Laptop Gigabyte Aero 15 with NVIDIA RTX3070-MaxQ (*)
• OS: Ubuntu 20.04.
• Docker version: Docker version 20.10.14, build a224086.
• DeepStream Version: 6.01 (Docker: nvcr.io/nvidia/deepstream:6.0.1-devel)
• TensorRT Version: 8.0.1-1 / CUDA 11.3 (reported in docker with sudo dpkg -i deepstream-reference-graphs-6.0.deb)
• NVIDIA GPU Driver Version: 470.103.01 / CUDA Version: 11.4 (Host).
• Issue Type: question/bug
Question
Hello,
I’m interested in prototyping a video analytics application for custom object detection and tracking in a laptop with a NVIDIA RTX3070 (*) for later deployment in a Jetson/Xavier solution.
From the site documentation and webinars, I understand Deepstream SDK 6.01 + Graph Composer is the most efficient and effective way to do this, and all Ampere RTX GPUs are supported.
Is this correct, is this workflow valid for my HW/SW environment?
Problem
When attempting to run Graph Composer 1.0 included in docker nvcr.io/nvidia/deepstream:6.0.1-devel the following errors display and application fails to start:
root@55fea14ef7a2:/opt/nvidia/deepstream/deepstream-6.0# composer
Preparing files...
Done.
./kit/kit ./composer/composer-standalone.kit --ext-path ./composer/omni.exp.graph.composer/ --/plugins/carb.scripting-python.plugin/pythonPath=./registry/ --allow-root
[Info] [carb] Logging to file: /root/.nvidia-omniverse/logs/Kit/composer-standalone/1.0/kit_20220402_191949.log
root@55fea14ef7a2:/opt/nvidia/deepstream/deepstream-6.0# [0.194s] [ext: omni.kit.pipapi-0.0.0] startup
[0.214s] [ext: omni.kit.pip_archive-0.0.0] startup
[0.232s] [ext: omni.usd.config-1.0.0] startup
[0.234s] [ext: omni.usd.libs-1.0.0] startup
[0.381s] [ext: omni.stats-0.0.0] startup
[0.383s] [ext: omni.gpu_foundation-0.0.0] startup
2022-04-02 19:19:49 [354ms] [Warning] [omni.ext.plugin] [ext: omni.gpu_foundation-0.0.0] Failed to load plugins, folder doesn't exist: '/tmp/.tmpNvXgRaphComposer/run/kit/plugins/rtx'.
2022-04-02 19:19:49 [354ms] [Warning] [omni.ext.plugin] [ext: omni.gpu_foundation-0.0.0] '/tmp/.tmpNvXgRaphComposer/run/kit/plugins/rtx/rtx.xrtools.plugin' in '[[native.plugin]]' was not found.
[0.388s] [ext: omni.kit.async_engine-0.0.0] startup
[0.400s] [ext: omni.kit.loop-default-0.1.0] startup
[0.400s] [ext: omni.assets.plugins-0.0.0] startup
[0.401s] [ext: omni.appwindow-1.0.0] startup
[0.415s] [ext: omni.client-0.1.0] startup
[0.423s] [ext: omni.kit.renderer.core-0.0.0] startup
2022-04-02 19:19:49 [395ms] [Warning] [omni.ext.plugin] [ext: omni.kit.renderer.core-0.0.0] Failed to load plugins, folder doesn't exist: '/tmp/.tmpNvXgRaphComposer/run/kit/plugins/rtx'.
2022-04-02 19:19:49 [395ms] [Warning] [omni.ext.plugin] [ext: omni.kit.renderer.core-0.0.0] '/tmp/.tmpNvXgRaphComposer/run/kit/plugins/rtx/rtx.xrtools.plugin' in '[[native.plugin]]' was not found.
|---------------------------------------------------------------------------------------------|
| Driver Version: 470.103 | Graphics API: Vulkan
|=============================================================================================|
| GPU | Name | Active | LDA | GPU Memory | Vendor-ID | LUID |
| | | | | | Device-ID | UUID |
|---------------------------------------------------------------------------------------------|
| 0 | NVIDIA GeForce RTX 3070 Laptop.. | Yes: 0 | | 8192 MB | 10de | 0 |
| | | | | | 249d | 96fc6dc0.. |
|=============================================================================================|
| OS: Linux 55fea14ef7a2, Version: 5.13.0-37-generic
| XServer Vendor: The X.Org Foundation, XServer Version: 12013000 (1.20.13.0)
| Processor: 11th Gen Intel(R) Core(TM) i7-11800H @ 2.30GHz | Cores: Unknown | Logical: 16
|---------------------------------------------------------------------------------------------|
| Total Memory (MB): 15744 | Free Memory: 2033
| Total Page/Swap (MB): 7826 | Free Page/Swap: 7826
|---------------------------------------------------------------------------------------------|
2022-04-02 19:19:49 [564ms] [Warning] [carb.cudainterop.plugin] NVML could not be loaded. GPU Utilization stats will be unavailable. Error: libnvidia-ml.so: cannot open shared object file: No such file or directory
2022-04-02 19:19:49 [765ms] [Error] [carb.graphics-vulkan.plugin] Failed to find device surface formats.
2022-04-02 19:19:49 [765ms] [Error] [omni.kit.renderer.plugin] createSwapchain failed. Width: 2880, height: 1800, Format: 9
2022-04-02 19:19:49 [765ms] [Error] [omni.kit.renderer.plugin] Failed to initialize graphics environment.
2022-04-02 19:19:49 [876ms] [Fatal] [carb.crashreporter-breakpad.plugin] libcarb.events.plugin.so!carbOnPluginStartup
2022-04-02 19:19:49 [876ms] [Fatal] [carb.crashreporter-breakpad.plugin] libcarb.tasking.plugin.so!std::thread::_State_impl<std::thread::_Invoker<std::tuple<void (carb::tasking::Scheduler::*)(unsigned int, int, carb::cpp20::latch*), carb::tasking::Scheduler*, unsigned int, int, carb::cpp20::latch*> > >::_M_run()
2022-04-02 19:19:49 [878ms] [Fatal] [carb.crashreporter-breakpad.plugin] libpthread.so.0!funlockfile
2022-04-02 19:19:49 [878ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.kit.imgui_renderer.plugin.so!void std::vector<unsigned long, std::allocator<unsigned long> >::_M_realloc_insert<unsigned long const&>(__gnu_cxx::__normal_iterator<unsigned long*, std::vector<unsigned long, std::allocator<unsigned long> > >, unsigned long const&)
2022-04-02 19:19:49 [878ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.kit.imgui_renderer.plugin.so!void std::vector<unsigned long, std::allocator<unsigned long> >::_M_realloc_insert<unsigned long const&>(__gnu_cxx::__normal_iterator<unsigned long*, std::vector<unsigned long, std::allocator<unsigned long> > >, unsigned long const&)
2022-04-02 19:19:49 [878ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.kit.imgui_renderer.plugin.so!carbOnPluginPostShutdown
2022-04-02 19:19:49 [878ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.kit.renderer.ext.plugin.so!carbOnPluginPostShutdown
2022-04-02 19:19:49 [880ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.ext.plugin.so!void std::vector<std::string, std::allocator<std::string> >::_M_realloc_insert<std::string&>(__gnu_cxx::__normal_iterator<std::string*, std::vector<std::string, std::allocator<std::string> > >, std::string&)
2022-04-02 19:19:49 [881ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.ext.plugin.so!carbOnPluginShutdown
2022-04-02 19:19:49 [882ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.ext.plugin.so!char* std::string::_S_construct<char*>(char*, char*, std::allocator<char> const&, std::forward_iterator_tag)
2022-04-02 19:19:49 [883ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.ext.plugin.so!std::_Rb_tree<std::string, std::string, std::_Identity<std::string>, std::less<std::string>, std::allocator<std::string> >::_M_erase(std::_Rb_tree_node<std::string>*)
2022-04-02 19:19:49 [884ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.ext.plugin.so!std::_Rb_tree<std::string, std::string, std::_Identity<std::string>, std::less<std::string>, std::allocator<std::string> >::_M_erase(std::_Rb_tree_node<std::string>*)
2022-04-02 19:19:49 [885ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.ext.plugin.so!std::_Rb_tree<std::string, std::string, std::_Identity<std::string>, std::less<std::string>, std::allocator<std::string> >::_M_erase(std::_Rb_tree_node<std::string>*)
2022-04-02 19:19:49 [886ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.ext.plugin.so!std::_Hashtable<std::string, std::string, std::allocator<std::string>, std::__detail::_Identity, std::equal_to<std::string>, std::hash<std::string>, std::__detail::_Mod_range_hashing, std::__detail::_Default_ranged_hash, std::__detail::_Prime_rehash_policy, std::__detail::_Hashtable_traits<true, true, true> >::operator=(std::_Hashtable<std::string, std::string, std::allocator<std::string>, std::__detail::_Identity, std::equal_to<std::string>, std::hash<std::string>, std::__detail::_Mod_range_hashing, std::__detail::_Default_ranged_hash, std::__detail::_Prime_rehash_policy, std::__detail::_Hashtable_traits<true, true, true> > const&)
2022-04-02 19:19:49 [887ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.kit.app.plugin.so!std::string __gnu_cxx::__to_xstring<std::string, char>(int (*)(char*, unsigned long, char const*, __va_list_tag*), unsigned long, char const*, ...)
2022-04-02 19:19:49 [888ms] [Fatal] [carb.crashreporter-breakpad.plugin] libomni.kit.app.plugin.so!_init
2022-04-02 19:19:49 [888ms] [Fatal] [carb.crashreporter-breakpad.plugin] kit!_init
2022-04-02 19:19:49 [889ms] [Fatal] [carb.crashreporter-breakpad.plugin] libc.so.6!__libc_start_main
2022-04-02 19:19:49 [889ms] [Fatal] [carb.crashreporter-breakpad.plugin] kit!_init
Any suggestion?
Thanks in advance,
Nicolás
(*) The specific model is Aero 15 Oled XD: https://www.gigabyte.com/ar/Laptop/AERO-15-OLED--Intel-11th-Gen#kf.