Tips collected by our lab graduate students
Youtube Channles / Podcasts
Youtube Lecture Sereis
Deep Unsupervised Learning -- Berkeley Spring 2020
Blogs
Websites
Programs
global-speed-chrom Watch all videos and audio in the browser at whatever speed you like, using this extension or global-speed-edge
Server
Pycharm ssh_guide
Bugs
- Free cuda memory - Occasionally the gpu memory does not get freed, and when using nvidia-smi there is no program using it.
With this command, you can see what programs use the GPU cache
sudo fuser -v /dev/nvidia*it is most likely that you will need to kill the Python named programs withkill -9 PID-of-python-command-name
Tips:
Use comet.ml or wandb to track your experiments
Try out virtual environment.
create enviroment folder by typing:
python<optional: python version, eg: python3.9> -m venv <env_name>
activate:
source <env_name>/bin/activate.
Run mulitiple experiments with test-tube or wandb sweep
You can connect a python output as a vitual camera using OBS Studio OBS-Studio
You can convert Panda DataFrame to latex DataFrame_to_Latex
Dance
