[Video Tutorial] Improving Multiple-GPU Throughput using TFHE-rs

May 13, 2025
Agnes Leroy

TFHE-rs is meant for developers and researchers who want full control over what they can do with TFHE, while not having to worry about the low level implementation. The goal is to have a stable, simple, high-performance, and production-ready library for all the advanced features of TFHE.

In this tutorial, Zama team member Agnes Leroy, shows you how to improve multiple-GPU throughput using TFHE-rs, by selecting for every encrypted operation on which GPU you want this operation to happen.

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