UMIACS Servers

From David's Wiki
Revision as of 14:40, 4 March 2020 by David (talk | contribs) (→‎git)
\( \newcommand{\P}[]{\unicode{xB6}} \newcommand{\AA}[]{\unicode{x212B}} \newcommand{\empty}[]{\emptyset} \newcommand{\O}[]{\emptyset} \newcommand{\Alpha}[]{Α} \newcommand{\Beta}[]{Β} \newcommand{\Epsilon}[]{Ε} \newcommand{\Iota}[]{Ι} \newcommand{\Kappa}[]{Κ} \newcommand{\Rho}[]{Ρ} \newcommand{\Tau}[]{Τ} \newcommand{\Zeta}[]{Ζ} \newcommand{\Mu}[]{\unicode{x039C}} \newcommand{\Chi}[]{Χ} \newcommand{\Eta}[]{\unicode{x0397}} \newcommand{\Nu}[]{\unicode{x039D}} \newcommand{\Omicron}[]{\unicode{x039F}} \DeclareMathOperator{\sgn}{sgn} \def\oiint{\mathop{\vcenter{\mathchoice{\huge\unicode{x222F}\,}{\unicode{x222F}}{\unicode{x222F}}{\unicode{x222F}}}\,}\nolimits} \def\oiiint{\mathop{\vcenter{\mathchoice{\huge\unicode{x2230}\,}{\unicode{x2230}}{\unicode{x2230}}{\unicode{x2230}}}\,}\nolimits} \)

Notes on using UMIACS servers


Modules

Use modules to load programs you need to run.

Notes
  • You can load modules in your .bashrc file
# List loaded modules
module list

# Load a module
module load [my_module]

# List all available modules
module avail

Some useful modules in my .bashrc file

module load tmux
module load cuda/10.0.130
module load cudnn/v7.5.0
module load Python3/3.7.6
module load git

Python

Do not install anaconda. You will run out of space.
Load the Python 3 module adding the following to your .bashrc file

module load Python3/3.7.6
export PATH="${PATH}:$(python3 -c 'import site; print(site.USER_BASE)')/bin"

Then run the following to get pip installed

curl https://bootstrap.pypa.io/get-pip.py -o get-pip.py
python get-pip.py --user
Notes
  • You will need to install things with pip --user
  • You may need to add your local site-packages to your PYTHONPATH environment variable
    • Add this to .bashrc:
    • export PYTHONPATH="${PYTHONPATH}:/nfshomes/$(whoami)/.local/lib/python3.7/site-packages/"

Install PyTorch

pip install --user torch===1.3.1 torchvision===0.4.2 -f https://download.pytorch.org/whl/torch_stable.html

MBRC Cluster

See UMIACS MBRC

.bashrc

My .bashrc
#PS1='\w$ '
PS1='\[\e]0;\u@\h: \w\a\]${debian_chroot:+($debian_chroot)}\[\033[01;32m\]\u@\h\[\033[00m\]:\[\033[01;34m\]\w\[\033[00m\]\$'

if test -f "/opt/rh/rh-php72/enable"; then
    source /opt/rh/rh-php72/enable
fi

export NVM_DIR="$HOME/.nvm"
[ -s "$NVM_DIR/nvm.sh" ] && \. "$NVM_DIR/nvm.sh"  # This loads nvm
[ -s "$NVM_DIR/bash_completion" ] && \. "$NVM_DIR/bash_completion"  # This loads nvm bash_completion

command_exists() {
  type "$1" &> /dev/null ;
}


# Modules
if command_exists module ; then
  module load tmux
  module load cuda/10.0.130
  module load cudnn/v7.5.0
  module load Python3/3.7.6
fi
if command_exists python3 ; then
  alias python=python3
fi

if command_exists python3 ; then
  export PATH="${PATH}:$(python3 -c 'import site; print(site.USER_BASE)')/bin"
fi
export PYTHONPATH="${PYTHONPATH}:/nfshomes/dli7319/.local/lib/python3.7/site-packages/"

export PATH="${HOME}/bin/:${PATH}"

git

The MBRC cluster has an older version of git available in the modules.
If you need git lfs, you can download the tarball from their repo.
Here is a link to 2.25.1. Install with make and make install.
Then you can download git-lfs compiled and drop it in ~/bin/.
Make sure /bin is in your path and run git lfs install

Notes
  • You can use git lfs with the older version of git but git clone will be slow because it will download lfs files sequentially.
    • If you do decide to do this, use git lfs clone instead of git clone.