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FP8 is All You Need (Part 1): Debunking Hardware FP64 as the HPC Holy Grail

arXiv cs.AI · 2026-06-08 Cached

This paper argues that using FP8 tensor cores with Ozaki Scheme II can replace native FP64 hardware for high-performance scientific computing on AI-optimized GPUs like NVIDIA's B300, achieving full double-precision accuracy at much higher throughput. The authors present a Tensor-Memory Equilibrium model and show that emulated FP64 performance can exceed native FP64 by orders of magnitude across all workloads.

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