CNN Inference (VGG-16) on CIFAR-10 (Latency & Energy)
11.9LatencyPlain
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PlainHardware=CPU (1-thread) Intel Xeon Platinum 8358, Encryption Protocol=Unencrypted2026.06 | 11.9 | — | |
| WHETOn-chip Memory Capacity=180MiB2026.06 | 76.6 | 4.68 | |
| SHARP8+On-chip Memory Capacity=180MiB2026.06 | 92.6 | 5.32 | |
| WHETOn-chip Memory Capacity=128MiB2026.06 | 94.9 | 5.16 | |
| OrionHardware=CPU (1-thread) Intel Xeon Platinum 8581C, Encryption Protocol=FHE2026.06 | 397 | — |