FHE Benchmarking Results - ML Inference (Single)

Submitter Bandwidth Timing (harness) Timing (server)
Name Date Env R/L Keys Input Result 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 03:38:16CPUL1G5M1M15.57s4.7884s975.1ms3.7ms1.9934s3.5ms92.47ms7.6306s83.93ms6.48s6.48s
Lattica-ai2026‑02‑23 16:49:29GPUR113M256.1K256.1K26.79s7.3174s3.404s200us2.5856s1.6016s1.6353s1.8656s1.6942s48.33ms
Lattica-ai2026‑05‑27 03:49:54GPUR46M128.1K128.1K24.45s7.1235s2.1834s200us2.5703s1.5982s1.6326s1.8617s1.6477s15.33ms