cocodrips/DeepLearningServer.md

## DeepLearningServer.md

      
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              DeepLearningServer.md
            
          
    Setup

mkdir workspace
mkdir src 
sudo emacs /etc/systemd/system/notebook.service
...


Syllo/nvtop: NVIDIA GPUs htop like monitoring tool
Installation Guide — xgboost 0.80 documentation

LightGBM

sudo apt-get install -y --no-install-recommends git cmake build-essential libboost-dev libboost-system-dev libboost-filesystem-dev
cd src
git clone --recursive https://github.com/Microsoft/LightGBM
cd LightGBM
mkdir build ; cd build
cmake -DUSE_GPU=1 -DOpenCL_LIBRARY=/usr/local/cuda/lib64/libOpenCL.so -DOpenCL_INCLUDE_DIR=/usr/local/cuda/include/ ..
make -j$(nproc)
install

pip install pandas numpy seaborn matplotlib jupyternotify scikit-learn

  
## notebook.service
# /etc/systemd/system/notebook.service
# http://ermaker.github.io/blog/2017/01/12/disable-password-of-jupyter.html
[Unit]
Description=Jupyter notebook

[Service]
Type=simple
User=root
WorkingDirectory=/home/cocodrips/workspace
#ExecStartPre=source
ExecStart=/home/cocodrips/workspace/venv/bin/jupyter notebook --allow-root --port 8800 --Noteboo\
kApp.token= --NotebookApp.ip=0.0.0.0
Restart=on-failure # or always, on-abort, etc

[Install]
WantedBy=multi-user.target
	# /etc/systemd/system/notebook.service
	# http://ermaker.github.io/blog/2017/01/12/disable-password-of-jupyter.html
	[Unit]
	Description=Jupyter notebook

	[Service]
	Type=simple
	User=root
	WorkingDirectory=/home/cocodrips/workspace
	#ExecStartPre=source
	ExecStart=/home/cocodrips/workspace/venv/bin/jupyter notebook --allow-root --port 8800 --Noteboo\
	kApp.token= --NotebookApp.ip=0.0.0.0
	Restart=on-failure # or always, on-abort, etc

	[Install]
	WantedBy=multi-user.target