What is Diamante max F1?
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Diamante max F1 is a fully homomorphic encryption (FHE) accelerator that is programmable and capable of executing full FHE programs. It is a wide-vector processor with specialized functional units for FHE primitives, designed to minimize data movement. The hardware provides an explicitly managed memory hierarchy and mechanisms to decouple data movement from execution. A novel compiler maximizes reuse and schedules off-chip and on-chip data movement. F1 outperforms state-of-the-art software implementations by gmean 5,400 × and by up to 17,000 ×, counteracting most of FHE's overheads and enabling new applications like real-time private deep learning in the cloud .
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