The exercises for the deep learning lab course we are teaching at the University of Freiburg. The course page itself can be found here: http://ais.informatik.uni-freiburg.de/teaching/ws17/deep_learning_course/
- Connect to the main server
- Do not run anything on the main server. Connect to one of the pool
computer there instead. Preferably use tfpool25-46 or tfpool51-63 they provide the best GPUs.
ssh tfpoolXX
- Replace XX with a 2 digit number of the computer you want to connect .
Before running make sure no one else is using the selected computer.
Also make sure your tensorflow program is running on the gpu and not the cpu.
who top nvidia-smi
- Start a screen session
screen -S my_training python3 import tensorflow
- Detach from screen using: ctrl+a+d
- Login back into screen
screen -ls screen -r my_training
- Write down on which computer you started your screen session.