Homomorphic Encryption Kernel Latency on HE Kernels N=2^13
1HE Add Latency (μs)HEAP
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| HEAPHardware=8×U280, N=2^13, log2 Q=2162025.01 | 1 | 28 | 10 | 25 | |
| CROSSHardware=TPUv5e-4, Config=Set B, L=2.5, log2 q=28, Dnum=32025.01 | 2.5 | 34 | 5.1 | 40.5 | |
| CROSSHardware=TPUv6e-4, Config=Set B, L=3.2, log2 q=28, Dnum=32025.01 | 3.2 | 20.7 | 17.3 | 31 | |
| CROSSHardware=TPUv6e-8, Config=Set B, L=6.5, log2 q=28, Dnum=32025.01 | 6.5 | 12.7 | 11.2 | 15.9 | |
| CROSSHardware=TPUv5p-8, Config=Set B, L=7.8, log2 q=28, Dnum=32025.01 | 7.8 | 48 | 17.3 | 77.4 | |
| CROSSHardware=TPUv4-8, Config=Set B, L=8, log2 q=28, Dnum=32025.01 | 18.2 | 197.7 | 84.6 | 241.7 |