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Benchmarks
Private Inference on MNIST
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0.0017
Latency (LAN)
MD-SONIC
-0.025893
0.160224
0.34634
0.532456
Jul 13, 2025
Latency (LAN)
Latency (WAN)
Communication Overhead (MB)
Updated 1mo ago
Evaluation Results
Method
Method
Links
Latency (LAN)
Latency (WAN)
Communication Overhead (MB)
MD-SONIC
Architecture=LeNet
2025.07
0.0017
3.52
0.48
MD-ML
Architecture=LeNet
2025.07
0.0022
5.25
19.13
Ours
Architecture=LeNet
2025.07
0.691
1.94
0.39
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