Jupyter Pytorch Remote Dev

Published: 2026-03-04

Intro

Jupyter Lab is the next-generation web-based user interface for Jupyter project. I first encountered The Jupyter project back when it was know as IPython notebooks and used it for hacking on python projects.

Software

The following software was used in this post.

  • pytorch

Dependencies

The following software was used in this post.

cmd


sudo ubuntu-drivers install --gpgpu                    
sudo apt install nvidia-utils-535-server

nvidia-smi
lspci | grep -i nvidia

mkdir some/dir && cd some/dir

# D2L uses python 3.9, so I am pinning that version for this project. 
uv venv --python 3.9
source .venv/bin/activate

uv pip install jupyter

# My GPU supports CUDA 12.6
uv pip install -U torch torchvision --index-url https://download.pytorch.org/whl/cu126


uv pip install d2l

jupyter lab --ip=10.100.58.10 --no-browser

http://10.100.58.10:8888/lab?token=<this-is-the-token-of-justice>