Python Setup
Installing NVIDIA Driver
- sudo apt-get update
- ubuntu-drivers devices
- sudo apt install nvidia-driver-535
- nvidia-smi
- nvcc --version
Installing CUDA
- uname -m
- mkdir cuda
- cd cuda
- wget https://developer.download.nvidia.com/compute/cuda/11.8.0/local_installers/cuda_11.8.0_520.61.05_linux.run
- sudo sh cuda_11.8.0_520.61.05_linux.run --toolkit --override
- export PATH=/usr/local/cuda-11.8/bin${PATH:+:${PATH}}
- export LD_LIBRARY_PATH=/usr/local/cuda-11.8/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
- source ~/.bashrc
- nvcc -V
Add to bashrc
Installing CUDNN ubuntu2004
- wget https://developer.download.nvidia.com/compute/cudnn/secure/8.6.0/local_installers/11.8/cudnn-local-repo-ubuntu2004-8.6.0.163_1.0-1_amd64.deb?UpSAo3hbWDJfwNH4Xdd_N0GqBiDLjLA5vNcIgaoCtMirzK8KjfbN9FC64fT2Gz-cva0Q3wxPpu5CLH3wDe4p-jCYUSIBByfNh2iTchEIECUDOC85iKRJxCqsSq6YeyNSl8qI_2Iy_xHmJ1oX4HEMxJN45r2MQZ2fV-NfzD1-ftGSol6dysU8EyWA40GVktoSXImITKiGwyB-oU_BsmjbrDqPRRk6&t=eyJscyI6InJlZiIsImxzZCI6IlJFRi13d3cuZW5hYmxlZ2Vlay5jb20vIn0=
- sudo dpkg -i cudnn-local-repo-ubuntu2004-8.6.0.163_1.0-1_amd64.deb
- sudo cp /var/cudnn-local-repo-ubuntu2004-8.6.0.163/cudnn-local-B0FE0A41-keyring.gpg /usr/share/keyrings/
- sudo apt-get update
- sudo apt-get install libcudnn8=8.6.0.163-1+cuda11.8
- sudo apt-get install libcudnn8-dev=8.6.0.163-1+cuda11.8
- sudo apt-get install libcudnn8-samples=8.6.0.163-1+cuda11.8
Installing AI-Server
34 mkdir ai-server
35 cd ai-server/
36 git
37 sudo apt install git
38 git clone https://github.com/codeproject/CodeProject.AI-Server.git
39 cd src
40 ls
41 cd CodeProject.AI-Server/
42 cd src/
59 sudo apt-get update && sudo apt-get install -y dotnet-sdk-8.0
60 sudo apt-get install -y dotnet-sdk
61 wget https://packages.microsoft.com/config/ubuntu/20.04/packages-microsoft-prod.deb -O packages-microsoft-prod.deb
62 sudo dpkg -i packages-microsoft-prod.deb
63 rm packages-microsoft-prod.deb
64 sudo apt-get update && sudo apt-get install -y dotnet-sdk-8.0
65 sudo bash setup.sh
78 sudo chown -R $USER:$USER /home/anddegs/ang/ai-server/CodeProject.AI-Server
79 sudo chmod -R u+rw /home/anddegs/ang/ai-server/CodeProject.AI-Server
85 nvcc -V
#copy to bashrc
86 export PATH=/usr/local/cuda-11.8/bin${PATH:+:${PATH}}
87 export LD_LIBRARY_PATH=/usr/local/cuda-11.8/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
88 source ~/.bashrc
89 nvcc -V
90 vi ~./.bashrc
91 cd ~/
92 ls =ltra
93 ls -ltra
94 vi .bashrc
95 vim .bashrc
96 nano .bashrc
106 sudo chmod -R u+w /home/anddegs/ang/ai-server/new/CodeProject.AI-Server/src/SDK/NET/obj/Debug/net8.0/
108 sudo chown -R $USER:$USER /home/anddegs/ang/ai-server/new/CodeProject.AI-Server/src/SDK/NET/obj/Debug/net8.0/
109 nvcc -V
110 cd ~/ang/ai-server/CodeProject.AI-Server/src/
111 sudo bash setup.sh
112 getCudaVersion
113 cuda_version_line=$(nvcc --version | grep -i "release")
114 nvcc --version | grep -i "release"
115 /usr/local/cuda/bin/nvcc --version | grep -i "release"
116 nvidia-smi | grep -i -E 'CUDA Version: [0-9]+.[0-9]+'
117 sudo bash setup.sh
118 cuda_version_line=$(nvcc --version | grep -i "release")
119 nvcc --version | grep -i "release"\
120 sudo bash setup.sh
123 sudo bash setup.sh
124 clear
125 sudo bash setup.sh
126 \\\\
127 cd ..
128 ls
129 mkdir new
130 cd new
131 history | grep clone
132 git clone https://github.com/codeproject/CodeProject.AI-Server.git
133 cd CodeProject.AI-Server/
134 nvcc -V
135 clear
136 cd src/
137 sudo bash setup.sh
138 export PATH=/usr/local/cuda-11.8/bin${PATH:+:${PATH}}
139 export LD_LIBRARY_PATH=/usr/local/cuda-11.8/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
140 source ~/.bashrc
141 sudo bash setup.sh
142 history
143 nvcc -v
144 export PATH=/usr/local/cuda-11.8/bin${PATH:+:${PATH}}
145 export LD_LIBRARY_PATH=/usr/local/cuda-11.8/lib64${LD_LIBRARY_PATH:+:${LD_LIBRARY_PATH}}
146 source ~/.bashrc
147 nvcc -v
148 nvcc
149 nvcc -V
150 pip -v
151 pip --version
152 pip install -r requirements.txt
153 python
154 pip install opencv-contrib-python
155 history
156 python
157 sudo apt-get install python3.10-tk
158 sudo apt-get install python3.9-tk
159 history | grep python
160 history| grep sudo
161 /home/anddegs/udemy/yolo-nas/Section_01_R/venv/bin/python -m pip install --upgrade pip
162 pip install -r requirements.txt
163 clear
164 pip install -r requirements.txt
165 pip install super-gradients==3.1.0 --verbose
166 python
167 cd ..
168 ls
169 cd anddegs/
170 cd ang/
171 ls
172 cd python-sdk/
173 ls
174 cd cocoapi/
175 ls
177 cd PythonAPI/
182 sudo apt install python3.10 python3.10-venv python3.10-dev
184 pip3 install cython
202 sudo apt-get install python3.10-tk
pip3 uninstall opencv-python-headless
200 python3 setup.py install
315 sudo ln -s python3.10 /usr/bin/python3
316 python3 --version
317 curl -sS https://bootstrap.pypa.io/get-pip.py | python3.10
318 python3.10 -m pip --version
319 sudo apt-get install python3-dev python3-setuptools python3-pip
320 sudo apt-get install build-essential
321 sudo apt-get install libgl1-mesa-dev
322 cd ..
323 cd python-sdk/
Installing pycocotools
sudo apt-get install gcc
git clone https://github.com/cocodataset/cocoapi.git
cd cocoapi/PythonAPI
328 make
333 sudo python3 setup.py install
335 python setup.py install
336 python
337 python3
Remove PyCharm local config
365 cd ~/
366 ls -ltra
367 cd .local/
368 ls
369 cd share/
370 ls
371 cd JetBrains/
372 ls
373 cd ..
374 rm -rf JetBrains/
===========================
============================= GTK ERROR
277 pip uninstall opencv-contrib-python
278 pip uninstall opencv-python-headless
281 pip uninstall opencv-python
283 pip install opencv-contrib-python
284 pip install opencv-python
=====================================
========= PaddlOCR-GPU not Working =============
pip uninstall paddlepaddle-gpu
//before is pip install paddlepaddle-gpu==2.3.2
python -m pip install paddlepaddle-gpu==2.3.2.post111 -f https://www.paddlepaddle.org.cn/whl/linux/mkl/avx/stable.html
========= PaddlOCR-GPU not Working =============
======== Terminal and Terminator not Starting ===
set the python version to 3.8 for ubuntu 20