setting_up_vm.txt

In google cloud:
- compute engine -> new instance -> Choose from v100 > p100 > k80
- Use enough storage (~50gb)
- Use Ubuntu 20.04

Before installing Git in Ubuntu, first, update your Ubuntu system’s package repository:
  - sudo apt update
  - sudo apt upgrade

Then Install git: 
  - sudo apt install git
  - git --version
  - git config --global user.name MoellerO <- your username
  - git config --global user.email oliver.moeller@die-olchies.de <- your mail

Set up ssh keys: 
  - cd ~/.ssh 
  - ssh-keygen (Press Enter Enter)
  - cat ~/.ssh/id_rsa.pub <- Prints public key to console so you can copy it
  - Go to Git settings --> SSH and GPG keys, create new ssh key and paste in the public key

Create Git environment:
  - cd .. (go to home or wherever)
  - mkdir git_environment
  - cd git_environment
  - git clone git@github.com:simondoebele/dd2424-finalProject.git

Install all packages:
  - sudo apt install python3-pip
  - pip3 install albumentations
  - pip3 install tqdm
  - pip3 install torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/cu113

Install gpu drivers:
  - curl https://raw.githubusercontent.com/GoogleCloudPlatform/compute-gpu-installation/main/linux/install_gpu_driver.py --output install_gpu_driver.py 
  - sudo python3 install_gpu_driver.py

Check if installed: 
  - sudo nvidia-smi