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)