ResearchBenchmarksPrivate Inference on ResNet50Private Inference on ResNet50Follow25.55Latency (LAN, s)Jaguar23.456437.588251.7265.8518Jun 10, 2026Evaluation resultsMethodMethodLinksLatency (LAN, s)Speedup (LAN)Latency (WAN, s)Speedup (WAN)Communication Overhead (MiB)Communication Reduction FactorJaguarProtocol=Jaguar, AVX-5...Protocol=Jaguar, AVX-512=Enabled2026.0625.553.0544.912.319621.39RhombusProtocol=Rhombus, AVX-...Protocol=Rhombus, AVX-512=Enabled2026.0666.271.1880.831.28750.221.78CheetahProtocol=Cheetah, AVX-...Protocol=Cheetah, AVX-512=Enabled2026.0677.891103.7211,335.641