Phantom couples generative AI with a PCIe-specific constraint filter to synthesize valid large-scale TLP traces, reporting up to 1000x gains in task metrics and 2.19x in FID over unconstrained models.
M.; Kadekodi, S.; Ghodrati, S.; Moon, S.; and Maas, M
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The Phantom of PCIe: Constraining Generative Artificial Intelligences for Practical Peripherals Trace Synthesizing
Phantom couples generative AI with a PCIe-specific constraint filter to synthesize valid large-scale TLP traces, reporting up to 1000x gains in task metrics and 2.19x in FID over unconstrained models.