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The Agent Beat the Prefetching Champion

ArchAgent v2 evolved a three-level cache prefetcher while enforcing hardware-size limits during search.

Published Updated Story ID: mp-2026-08-11-005
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Summary

ArchAgent v2 evolved a three-level cache prefetcher while enforcing hardware-size limits during search.

The framework breaks a huge microarchitecture search into cache levels, evolving and freezing each in sequence, while feeding real-time hardware-size estimates back into candidate selection. Under the fourth Data Prefetching Championship rules, its design posted a 3.8 percent geometric-mean IPC speedup over baseline and edged the prior hand-designed winner by 0.3 percent. Multi-core search remains constrained by slow simulation, and the result is a competition-style evaluation rather than fabricated silicon.

Why it matters

ArchAgent v2 evolved a three-level cache prefetcher while enforcing hardware-size limits during search.

Limits and context

No additional limitation was separately recorded.

Key claims

  1. ArchAgent v2 evolved a three-level cache prefetcher while enforcing hardware-size limits during search.

    Evidence: source-2026-08-11-005

Sources

  1. arXiv preprint 2608.09874arXiv · primary research

Corrections

No corrections have been recorded for this story.