FHE Benchmarking Results - ML Inference (Small Batch - 100)

Submitter Bandwidth Quality Timing (harness) Timing (server)
Name Date Env R/L Keys Input Result Accuracy Total DB Gen Keygen Model Prep Input Gen Input Prep Input Enc Compute Decrypt Total DB Gen Keygen Model Prep Input Gen Input Prep Input Enc Compute Decrypt
Reference2026‑02‑20 03:38:16CPUL1G500.3M100.2M0.9611.42m4.1259s966.1ms3.7ms2.0002s22.13ms3.0613s10.76m2.5396s10.55m10.55m
Lattica-ai2026‑02‑23 16:49:29GPUR16.5M196M2.5M0.9431.52s7.1059s1.8748s200us2.6519s1.6481s5.0716s3.5294s2.2439s615ms