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Benchmarks
Encrypted Inference on ImageNet ResNet18
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242
Rot Count
FEnc2
155.76
737.88
1,320
1,902.12
Jun 15, 2026
Rot Count
Key-switching Count
NTT/INTT Count
Ciphertext Count
Multiplication Count
Slot Utilization
Updated 1mo ago
Evaluation Results
Method
Method
Links
Rot Count
Key-switching Count
NTT/INTT Count
Ciphertext Count
Multiplication Count
Slot Utilization
FEnc2
Batch=batch=Max
2026.06
242
322
158
8
78
100
FEnc2-F
Batch=batch=Max
2026.06
502
622
439
12
2,189
75
FEnc2
Batch=batch=1
2026.06
788
868
159
8
79
100
FEnc2-F
Batch=batch=1
2026.06
1,040
1,160
439
12
218
75
Orion
Batch=batch=1
2026.06
1,894
2,134
878
24
438
50
Orion
Batch=batch=Max
2026.06
1,894
2,134
878
24
438
50
HElayers
Batch=batch=Max
2026.06
2,046
2,406
1,408
36
703
31.25
HElayers
Batch=batch=1
2026.06
2,398
2,758
1,409
36
703
31.25
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