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Hardware Performance Trend

Source
epoch.ai
Author
Epoch AI publications
Date
Why it matters

Switching from FP32 to tensor-INT8 yields about 13x average throughput, and 59x on the H100. This quantifies the gain from low-precision formats when planning and training cost.

Terms in this piece · Glossary
  • inference — Running a trained model to get answers — the phase where AI is actually used, as opposed to trained.
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