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All the results are using parameters set with p-fail of 2**-128. CPU tables using parameters set with p-fail 2**-64 are removed. GPU tables for 1xH100 and 2xH100 are now replace with the new hardware standard: 8xH100-SXM5. HPU results are added to the backend comparison table and integrate latest operations available.
Benchmarks over GPU
This document details the GPU performance benchmarks of homomorphic operations using TFHE-rs.
By their nature, homomorphic operations run slower than their cleartext equivalents.
{% hint style="info" %} All GPU benchmarks were launched on H100 GPUs, and rely on the multithreaded PBS algorithm. {% endhint %}