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RNS arithmetic

N = 65,536 · Scale 250· Coefficient-wise modular arithmetic

ScalingThroughput
Log Y

Operation performance

RNS arithmetic

Entry depth 0
NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation EditionNVIDIA GeForce RTX 4060 TiNVIDIA RTX A6000 · 300 WNVIDIA H100 NVL · 400 WAMD Ryzen Threadripper PRO 7975WX 32-Cores
Throughput (tasks/s)025,00050,00075,000100,000124816Batch sizeNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · 61,600NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · 87,300NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · 42,800NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · 33,700NVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition · 34,100NVIDIA GeForce RTX 4060 Ti · 5,710NVIDIA GeForce RTX 4060 Ti · 5,460NVIDIA GeForce RTX 4060 Ti · 5,600NVIDIA GeForce RTX 4060 Ti · 5,690NVIDIA GeForce RTX 4060 Ti · 5,920NVIDIA RTX A6000 · 300 W · 13,100NVIDIA RTX A6000 · 300 W · 14,200NVIDIA RTX A6000 · 300 W · 14,800NVIDIA RTX A6000 · 300 W · 15,100NVIDIA RTX A6000 · 300 W · 15,300NVIDIA H100 NVL · 400 W · 46,200NVIDIA H100 NVL · 400 W · 52,900NVIDIA H100 NVL · 400 W · 61,600NVIDIA H100 NVL · 400 W · 67,600NVIDIA H100 NVL · 400 W · 69,300AMD Ryzen Threadripper PRO 7975WX 32-Cores · 7,590AMD Ryzen Threadripper PRO 7975WX 32-Cores · 8,000AMD Ryzen Threadripper PRO 7975WX 32-Cores · 2,430AMD Ryzen Threadripper PRO 7975WX 32-Cores · 2,110AMD Ryzen Threadripper PRO 7975WX 32-Cores · 2,210

Measurement conditions

ConfigurationN = 65,536 · scale 250
ExecutionRNS/NTT execution · prepared inputs and tables
PlatformsNVIDIA RTX PRO 6000 Blackwell Max-Q Workstation Edition / NVIDIA GeForce RTX 4060 Ti / NVIDIA RTX A6000 · 300 W / NVIDIA H100 NVL · 400 W / AMD Ryzen Threadripper PRO 7975WX 32-Cores