HLS4ML tutorial for summer students

Friday 3 Jul 2026, 14:00 → 17:00 Europe/Zurich

40/4-C01 (CERN)

FDF hls4ml Tutorial Setup

 

We will use VS Code connected to the Geonosis server over SSH. 

Install these VS Code extensions locally: 

Remote - SSH

Python

Jupyter

 

Connect from a terminal using ssh to Geonosis and run the following script:

 

/home/software/fdf-hls4ml/fdf-minimal/install-kernel.sh

Τhen connect to the server using VS Code Remote SSH and from then open the project folder named fdf-hls4ml-tutorial.

 

Open: 

part1_mlp.ipynb

In the top-right kernel selector, choose:

Python (fdf-minimal)

14:00 → 14:30 hls4ml: Introduction

hls4ml-summer students.pdf

14:30 → 15:10 tutorial: Part 1: MLP workflow

15:10 → 15:20 Break

15:20 → 16:20 tutorial: Part 2: CNN workflow

16:20 → 16:35 tutorial: Part 3: Deployment demo