DeepStream 7.1 + Fixes + New model output format
This commit is contained in:
Marcos Luciano
@@ -29,6 +29,157 @@ sudo apt-get install linux-headers-$(uname -r)
|
||||
sudo reboot
|
||||
```
|
||||
|
||||
<details><summary>DeepStream 7.1</summary>
|
||||
|
||||
### 1. Dependencies
|
||||
|
||||
```
|
||||
sudo apt-get install dkms
|
||||
sudo apt-get install libssl3 libssl-dev libgles2-mesa-dev libgstreamer1.0-0 gstreamer1.0-tools gstreamer1.0-plugins-good gstreamer1.0-plugins-bad gstreamer1.0-plugins-ugly gstreamer1.0-libav libgstreamer-plugins-base1.0-dev libgstrtspserver-1.0-0 libjansson4 libyaml-cpp-dev libjsoncpp-dev protobuf-compiler
|
||||
```
|
||||
|
||||
### 2. CUDA Keyring
|
||||
|
||||
```
|
||||
wget https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/cuda-keyring_1.0-1_all.deb
|
||||
sudo dpkg -i cuda-keyring_1.0-1_all.deb
|
||||
sudo apt-get update
|
||||
```
|
||||
|
||||
### 3. GCC 12
|
||||
|
||||
```
|
||||
sudo apt-get install gcc-12 g++-12
|
||||
sudo update-alternatives --install /usr/bin/gcc gcc /usr/bin/gcc-12 12
|
||||
sudo update-alternatives --install /usr/bin/g++ g++ /usr/bin/g++-12 12
|
||||
sudo update-initramfs -u
|
||||
```
|
||||
|
||||
### 4. NVIDIA Driver
|
||||
|
||||
<details><summary>TITAN, GeForce RTX / GTX series and RTX / Quadro series</summary><blockquote>
|
||||
|
||||
- Download
|
||||
|
||||
```
|
||||
wget https://us.download.nvidia.com/XFree86/Linux-x86_64/560.35.03/NVIDIA-Linux-x86_64-560.35.03.run
|
||||
```
|
||||
|
||||
<blockquote><details><summary>Laptop</summary>
|
||||
|
||||
* Run
|
||||
|
||||
```
|
||||
sudo sh NVIDIA-Linux-x86_64-560.35.03.run --no-cc-version-check --silent --disable-nouveau --dkms --install-libglvnd
|
||||
```
|
||||
|
||||
**NOTE**: This step will disable the nouveau drivers.
|
||||
|
||||
* Reboot
|
||||
|
||||
```
|
||||
sudo reboot
|
||||
```
|
||||
|
||||
* Install
|
||||
|
||||
```
|
||||
sudo sh NVIDIA-Linux-x86_64-560.35.03.run --no-cc-version-check --silent --disable-nouveau --dkms --install-libglvnd
|
||||
```
|
||||
|
||||
**NOTE**: If you are using a laptop with NVIDIA Optimius, run
|
||||
|
||||
```
|
||||
sudo apt-get install nvidia-prime
|
||||
sudo prime-select nvidia
|
||||
```
|
||||
|
||||
</details></blockquote>
|
||||
|
||||
<blockquote><details><summary>Desktop</summary>
|
||||
|
||||
* Run
|
||||
|
||||
```
|
||||
sudo sh NVIDIA-Linux-x86_64-560.35.03.run --no-cc-version-check --silent --disable-nouveau --dkms --install-libglvnd --run-nvidia-xconfig
|
||||
```
|
||||
|
||||
**NOTE**: This step will disable the nouveau drivers.
|
||||
|
||||
* Reboot
|
||||
|
||||
```
|
||||
sudo reboot
|
||||
```
|
||||
|
||||
* Install
|
||||
|
||||
```
|
||||
sudo sh NVIDIA-Linux-x86_64-560.35.03.run --no-cc-version-check --silent --disable-nouveau --dkms --install-libglvnd --run-nvidia-xconfig
|
||||
```
|
||||
|
||||
</details></blockquote>
|
||||
|
||||
</blockquote></details>
|
||||
|
||||
<details><summary>Data center / Tesla series</summary><blockquote>
|
||||
|
||||
- Download
|
||||
|
||||
```
|
||||
wget https://us.download.nvidia.com/tesla/535.183.06/NVIDIA-Linux-x86_64-535.183.06.run
|
||||
```
|
||||
|
||||
* Run
|
||||
|
||||
```
|
||||
sudo sh NVIDIA-Linux-x86_64-535.183.06.run --no-cc-version-check --silent --disable-nouveau --dkms --install-libglvnd --run-nvidia-xconfig
|
||||
```
|
||||
|
||||
</blockquote></details>
|
||||
|
||||
### 5. CUDA
|
||||
|
||||
```
|
||||
wget https://developer.download.nvidia.com/compute/cuda/12.6.2/local_installers/cuda_12.6.2_560.35.03_linux.run
|
||||
sudo sh cuda_12.6.2_560.35.03_linux.run --silent --toolkit
|
||||
```
|
||||
|
||||
* Export environment variables
|
||||
|
||||
```
|
||||
echo $'export PATH=/usr/local/cuda-12.6/bin${PATH:+:${PATH}}\nexport LD_LIBRARY_PATH=/usr/local/cuda-12.6/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}' >> ~/.bashrc && source ~/.bashrc
|
||||
```
|
||||
|
||||
### 6. TensorRT
|
||||
|
||||
```
|
||||
sudo apt-key adv --fetch-keys https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/3bf863cc.pub
|
||||
sudo add-apt-repository "deb https://developer.download.nvidia.com/compute/cuda/repos/ubuntu2204/x86_64/ /"
|
||||
sudo apt-get update
|
||||
sudo apt-get install libnvinfer-dev=10.3.0.26-1+cuda12.5 libnvinfer-dispatch-dev=10.3.0.26-1+cuda12.5 libnvinfer-dispatch10=10.3.0.26-1+cuda12.5 libnvinfer-headers-dev=10.3.0.26-1+cuda12.5 libnvinfer-headers-plugin-dev=10.3.0.26-1+cuda12.5 libnvinfer-lean-dev=10.3.0.26-1+cuda12.5 libnvinfer-lean10=10.3.0.26-1+cuda12.5 libnvinfer-plugin-dev=10.3.0.26-1+cuda12.5 libnvinfer-plugin10=10.3.0.26-1+cuda12.5 libnvinfer-vc-plugin-dev=10.3.0.26-1+cuda12.5 libnvinfer-vc-plugin10=10.3.0.26-1+cuda12.5 libnvinfer10=10.3.0.26-1+cuda12.5 libnvonnxparsers-dev=10.3.0.26-1+cuda12.5 libnvonnxparsers10=10.3.0.26-1+cuda12.5 tensorrt-dev=10.3.0.26-1+cuda12.5 libnvinfer-samples=10.3.0.26-1+cuda12.5 libnvinfer-bin=10.3.0.26-1+cuda12.5 libcudnn9-cuda-12=9.3.0.75-1 libcudnn9-dev-cuda-12=9.3.0.75-1
|
||||
sudo apt-mark hold libnvinfer* libnvparsers* libnvonnxparsers* libcudnn9* python3-libnvinfer* uff-converter-tf* onnx-graphsurgeon* graphsurgeon-tf* tensorrt*
|
||||
```
|
||||
|
||||
### 7. DeepStream SDK
|
||||
|
||||
DeepStream 7.1 for Servers and Workstations
|
||||
|
||||
```
|
||||
wget --content-disposition 'https://api.ngc.nvidia.com/v2/resources/org/nvidia/deepstream/7.1/files?redirect=true&path=deepstream-7.1_7.1.0-1_amd64.deb' -O deepstream-7.1_7.1.0-1_amd64.deb
|
||||
sudo apt-get install ./deepstream-7.1_7.1.0-1_amd64.deb
|
||||
rm ${HOME}/.cache/gstreamer-1.0/registry.x86_64.bin
|
||||
sudo ln -snf /usr/local/cuda-12.6 /usr/local/cuda
|
||||
```
|
||||
|
||||
### 8. Reboot
|
||||
|
||||
```
|
||||
sudo reboot
|
||||
```
|
||||
|
||||
</details>
|
||||
|
||||
<details><summary>DeepStream 7.0</summary>
|
||||
|
||||
### 1. Dependencies
|
||||
|
||||
Reference in New Issue
Block a user