15–19 Sept 2025
CERN
Europe/Zurich timezone

AI/ML benchmark suite for hardware procurement of accelerator devices

16 Sept 2025, 12:15
5m
40/S2-A01 - Salle Anderson (CERN)

40/S2-A01 - Salle Anderson

CERN

95
Show room on map
5. Infrastructure for AI Deployment Infrastructure for AI Deployment

Speaker

Hannes Jakob Hansen

Description

The current procurement process for accelerator devices is done targeting specific vendors and models, in contrast with the generic procurement of CPU hardware. This limits the possibilities for vendors to optimize their offers with different layouts.

This activity focuses on establishing a benchmark suite with reference AI/ML workloads that can be used to augment or as alternatives to the existing HEPScore.

CERN group/ Experiment

IT-CD-PI

Working area Area 5: Infrastructure for AI Deployment
Project goals Allow procurement of accelerator devices without targeting specific vendors/models
Timeline 6
Available person power 0.3 GRAE
Additional person power request 0
Is this an already ongoing activity? Yes

Authors

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