FHE Benchmarking Results - ML Inference (Single)

Submitter Bandwidth Timing (harness) Timing (server)
Name Date Env R/L Model 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
Lattica-ai2026‑02‑23 16:49:29GPURmlp113M256.1K256.1K26.79s7.3174s3.404s200us2.5856s1.6016s1.6353s1.8656s1.6942s48.33ms
Lattica-ai2026‑05‑25 08:42:44GPURmlp46M128.1K128.1K24.45s7.1235s2.1834s200us2.5703s1.5982s1.6326s1.8617s1.6477s15.33ms
Reference2026‑02‑20 03:38:16CPULmlp1G5M1M15.57s4.7884s975.1ms3.7ms1.9934s3.5ms92.47ms7.6306s83.93ms6.48s6.48s