/aspdac-2022-tutorial

Primary LanguageJupyter Notebook

ASP-DAC 2022 Tutorial-1 Material

This repository contains the materials for ASP-DAC 2022 Tutorial-1, "IEEE CEDA DATC RDF and METRICS2.1: Toward a Standard Platform for ML-Enabled EDA and IC Design."

  • Presentation slides: Link
  • Notebooks and codes:
    • Part 3 DATC RDF demo: Link
    • Part 4 single-node Kubernetes demo: Link
    • Part 4 single-node Kubernetes/Ray demo: Link
    • Part 4 multi-node Kubernetes/Ray demo: Link

Prerequisites (common across the demos)

  • Docker Desktop: installation instruction
  • Python 3.9.6, with Ray, matplotlib, and webp

    • Refer to a reference conda environment ./environment.yaml.

    • Example to create the fresh conda environment on your own:

      conda create -n rdf-ray python=3.9.6
conda activate
conda install -c conda-forge jupyterlab
pip install ray matplotlib webp

Contact

Jinwook Jung (jinwookjung@ibm.com)