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Benchmarks
Encrypted Inference on ImageNet SqueezeNet
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54
Rotation Count
FEnc2
13.56
286.53
559.5
832.47
Jun 15, 2026
Rotation Count
Key-Switching Count
NTT & INTT Count (K)
Ciphertext Count
Multiplication Count (K)
Slot Utilization
Updated 1mo ago
Evaluation Results
Method
Method
Links
Rotation Count
Key-Switching Count
NTT & INTT Count (K)
Ciphertext Count
Multiplication Count (K)
Slot Utilization
FEnc2
Batch=batch=Max
2026.06
54
74
71
2
35
100
FEnc2-F
Batch=batch=Max
2026.06
92
132
175
4
877
50
FEnc2
Batch=batch=1
2026.06
224
244
72
2
36
100
FEnc2-F
Batch=batch=1
2026.06
477
517
176
4
877
50
Orion
Batch=batch=1
2026.06
674
754
287
8
143
25
Orion
Batch=batch=Max
2026.06
674
754
287
8
143
25
HElayers
Batch=batch=Max
2026.06
834
994
664
16
331
12.5
HElayers
Batch=batch=1
2026.06
1,065
1,225
664
16
331
12.5
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