MLPerf: A Benchmark for Machine Learning
Wednesday, May 24, 2023 9:00 AM to 10:00 AM · 1 hr. (Europe/Berlin)
Hall E - 2nd Floor
Birds of a Feather
AI ApplicationsHPC WorkflowsML Systems and ToolsPerformance Modeling and Tuning
Information
Machine learning applications are rapidly expanding into scientific domains and challenging the hallmarks of traditional HPC workloads. We present MLPerf, a community-driven system performance benchmark which spans a range of machine learning tasks. The speakers at this BoF are experts in the fields of HPC, scientific computing, machine learning, and computer architecture, representing academia, government research organizations, and private industry.
In this session, we will cover v3.0 of the MLPerf HPC benchmark suite: we will discuss rule changes and additions and present recurring and newly added benchmarks. We are looking forward to discussing the state of MLPerf HPC with the broader HPC community and solicit input for future developments of the benchmark suite.
Contributors:
Contributors:
Format
On-site
Targeted Audience
- Performance engineers interested in learning more about the work required to make a successful MLPerf HPC submission
- Procurement specialists who like to understand to what extend MLPerf HPC benchmarks can be used to support their RFPs
- Everybody who is interested in the intersection of HPC and AI.
Beginner Level
40%
Intermediate Level
60%
