Computer Setup for Deep Learning

FastAI setting up and development guide

Uninstalls

  • OneDrive

Install WSL

Install Git

sudo apt -y install git
  • generate ssh key
  • add it to github SSH keys in settings

Run Fastsetup in linux file

git clone git@github.com:fastai/fastsetup.git

Read README.txt

cd fastsetup

give files permission to run

chmod +x *
sudo ./ubuntu-wsl.sh
source dotfiles.sh
source setup-conda.sh
. ~/.bashrc
conda install -yq mamba

Resource monitoring

sudo add-apt-repository ppa:bashtop-monitor/bashtop
sudo apt update
sudo apt install bashtop
bashtop

GPU monitoring

sudo add-apt-repository ppa:flexiondotorg/nvtop
sudo apt install nvtop

Nvtop

sudo add-apt-repository ppa:flexiondotorg/nvtop
sudo apt install nvtop

Bash terminal customisation

parse_git_branch() { b=$(git branch --show-current 2> /dev/null); echo ${b:+" ($b)"}; }

PS1='\[\e[38;5;214m\]\A\[\e[0m\] \[\e[38;5;108;1m\]\u\[\e[0;38;5;114;2m\]@\[\e[0;38;5;119m\]\h\[\e[0m\] \[\e[38;5;117m\]\w'

PS1='${debian_chroot:+($debian_chroot)}'$PS1'\[\e[38;5;204;1m\]$(parse_git_branch)\[\033[00m\]\$ '

PS2='${debian_chroot:+($debian_chroot)}\[\e[38;5;214m\]\A \[\033[00m\]\$ '

Font customisation

  • Add firacode to windows settings

In powershell

Set-ExecutionPolicy RemoteSigned -Scope CurrentUser
iwr -useb get.scoop.sh | iex
scoop bucket add nerd-fonts
scoop install firacode
iwr -useb get.scoop.sh | iex

Step for git push

  • nbdev_prepare
nbdev_prepare
  • Git stuff
git add .
git commit -m "update"
git push

After changing dependencies

pip install newAI
pip install -e '.[dev]'
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