TFHE-rs Concrete Concrete ML fhEVM

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Libraries TFHE-rs Concrete Concrete ML fhEVM

Product & Services Privacy-Preserving Machine Learning Confidential Smart Contract Threshold Key Management System

Developers Blog Github FHE resources Research papers Bounty and Grant program

Support Community support FHE.org Discord

1.1

0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 0.10 0.11 1.0 1.1

1.1

0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 0.10 0.11 1.0 1.1

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This document details the CPU performance benchmarks of homomorphic operations using TFHE-rs.

By their nature, homomorphic operations run slower than their cleartext equivalents.

All CPU benchmarks were launched on an AWS hpc7a.96xlarge instance equipped with two 48-core AMD EPYC 9R14 CPU @ 2.60GHz and 740GB of RAM.

Integer operations

Programmable Bootstrapping