Accelerated Machine Learning and Deep Learning with Intel (MPCDF)
MPCDF Workshop
- Start: Oct 25, 2023 09:30 AM (Local Time Germany)
- End: Oct 26, 2023 04:00 PM
- Speaker: INTEL Group
- Location: online
- Room: Zoom
- Host: MPCDF
- Contact: training@mpcdf.mpg.de
During this workshop, we will showcase how to accelerate your classical Machine Learning and Deep Learning workloads on Intel architectures. We will present the Intel optimizations of commonly used data science libraries such as Pandas, classical machine learning libraries such as Scikit-learn and XGBoost and of course, the optimizations of Deep Learning libraries such as Tensorflow and PyTorch.
Registration and detailed lecture program: https://events.gwdg.de/e/IntelWorkshop-2023-10
We will also discuss various topics regarding hyperparameter optimization, AI on HPC systems, inference optimization with the OpenVINO library and compression techniques using the Intel Neural Compressor.
Workshop schedule:
October 25th: 9.30 - 15.45 Lectures with hands-on sessions October 26th: 9.30 - 16.00 Lectures with hands-on sessions
The connection details will be shared in a separate communication slightly before the beginning of the workshop.
Since the number of participants is limited, a first-come, first-served policy for the workshop registration will be used.