[SYSTEMDS-2951] Multi-GPU Support for End-to-End ML Pipelines

• Type: New Feature
• Status: Open
• Priority: Major
• Resolution: Unresolved
• Labels: StudentProject StudentThesis
• Assignee: Unassigned
• Reporter: Arnab Phani
• Created: 27/Apr/21 11:07
• Updated: 21/May/21 16:20

Description

The goal of this project is to extend the single-GPU runtime of SystemDS to support multiple GPUs and explore various operator placement strategies (starting heuristic) for heterogeneous hardware backends. This also includes an extension of the GPU memory manager.