Machine Learning on HPC - IntroductionTraining

by Mr Elias Werner (TU Dresden / ScaDS.AI Dresden/Leipzig) , Mr Lalith Manjunath (TU Dresden / ScaDS.AI Dresden/Leipzig) , Dr Sunna Torge (TU Dresden / ScaDS.AI Dresden/Leipzig)

Monday Oct 23, 2023, 10:00 AM → 3:00 PM Europe/Berlin

Online

Due to the heterogeneity of ML applications, the motivation to switch to an HPC system can be manifold, e.g. due to large memory requirements, GPU usage or increase of computation speed. The course presents how a typical ML workflow can be realized in the HPC environment. It is possible to switch to the HPC system at different points in the workflow - depending on the requirements. The development of ML applications is often done by collaborative work within groups, which is also taken into account in the implementation of the ML workflow.