GPU Benchmarks

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

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

All GPU benchmarks were launched on H100 GPUs, and rely on the multithreaded PBS algorithm.

• Integer operations

• Programmable Bootstrapping