Private Inference Efficiency on In-queue inputs LAN Online phase
9.9Communication Overhead (MiB)[13]*
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| [13]*Input configuration (Hi, Ci, fh, Co)=28, 128, 3, 128, Backend=more efficient HE and OT backends2026.03 | 9.9 | 1.2 | |
| [13]*Input Configuration (Hi, Ci, fh, Co)=28,128,3,1282026.03 | 9.9 | 1.2 | |
| [13]Input Configuration (Hi, Ci, fh, Co)=28,128,3,128, Backend=efficient HE and OT2026.03 | 9.9 | 1.2 | |
| [13]*Input configuration (Hi, Ci, fh, Co)=14, 256, 3, 256, Backend=more efficient HE and OT backends2026.03 | 10.8 | 1.2 | |
| [13]*Input Configuration (Hi, Ci, fh, Co)=14,256,3,2562026.03 | 10.8 | 1.2 | |
| [13]Input Configuration (Hi, Ci, fh, Co)=14,256,3,256, Backend=efficient HE and OT2026.03 | 10.8 | 1.2 | |
| [13]*Input configuration (Hi, Ci, fh, Co)=56, 64, 3, 64, Backend=more efficient HE and OT backends2026.03 | 14.1 | 1.4 | |
| [13]*Input Configuration (Hi, Ci, fh, Co)=56,64,3,642026.03 | 14.1 | 1.4 | |
| [13]Input Configuration (Hi, Ci, fh, Co)=56,64,3,64, Backend=efficient HE and OT2026.03 | 14.1 | 1.4 | |
| [13]*Input configuration (Hi, Ci, fh, Co)=7, 512, 3, 512, Backend=more efficient HE and OT backends2026.03 | 17.2 | 1.77 | |
| [13]*Input Configuration (Hi, Ci, fh, Co)=7,512,3,5122026.03 | 17.2 | 1.77 | |
| [13]Input Configuration (Hi, Ci, fh, Co)=7,512,3,512, Backend=efficient HE and OT2026.03 | 17.2 | 1.77 | |
| [14]Input configuration (Hi, Ci, fh, Co)=7, 512, 3, 5122026.03 | 26.9 | 0.2 | |
| [14]Input Configuration (Hi, Ci, fh, Co)=7,512,3,5122026.03 | 26.9 | 0.2 | |
| PrivQJInput configuration (Hi, Ci, fh, Co)=7, 512, 3, 5122026.03 | 31.7 | 0.2 | |
| PrivQJInput Configuration (Hi, Ci, fh, Co)=7,512,3,5122026.03 | 31.7 | 0.2 | |
| [10]Input configuration (Hi, Ci, fh, Co)=7, 512, 3, 5122026.03 | 32.1 | 39.6 | |
| [10]Input Configuration (Hi, Ci, fh, Co)=7,512,3,5122026.03 | 32.1 | 39.6 | |
| [10]Input Configuration (Hi, Ci, fh, Co)=7,512,3,5122026.03 | 32.1 | 39.6 | |
| [14]Input configuration (Hi, Ci, fh, Co)=14, 256, 3, 2562026.03 | 52.6 | 0.4 | |
| [14]Input Configuration (Hi, Ci, fh, Co)=14,256,3,2562026.03 | 52.6 | 0.4 | |
| PrivQJInput configuration (Hi, Ci, fh, Co)=14, 256, 3, 2562026.03 | 58.6 | 0.4 | |
| PrivQJInput Configuration (Hi, Ci, fh, Co)=14,256,3,2562026.03 | 58.6 | 0.4 | |
| [10]Input configuration (Hi, Ci, fh, Co)=14, 256, 3, 2562026.03 | 59.1 | 20.2 | |
| [10]Input Configuration (Hi, Ci, fh, Co)=14,256,3,2562026.03 | 59.1 | 20.2 | |
| [10]Input Configuration (Hi, Ci, fh, Co)=14,256,3,2562026.03 | 59.1 | 20.2 | |
| [14]Input Configuration (Hi, Ci, fh, Co)=7,512,3,5122026.03 | 99.9 | 11 | |
| [14]Input Configuration (Hi, Ci, fh, Co)=14,256,3,2562026.03 | 102.4 | 11.1 | |
| [14]Input configuration (Hi, Ci, fh, Co)=28, 128, 3, 1282026.03 | 103.2 | 0.8 | |
| [14]Input Configuration (Hi, Ci, fh, Co)=28,128,3,1282026.03 | 103.2 | 0.8 | |
| PrivQJInput Configuration (Hi, Ci, fh, Co)=7,512,3,5122026.03 | 104.7 | 11 | |
| PrivQJInput configuration (Hi, Ci, fh, Co)=28, 128, 3, 1282026.03 | 107.8 | 0.7 | |
| PrivQJInput Configuration (Hi, Ci, fh, Co)=28,128,3,1282026.03 | 107.8 | 0.7 | |
| PrivQJInput Configuration (Hi, Ci, fh, Co)=14,256,3,2562026.03 | 108.3 | 11.2 | |
| [10]Input configuration (Hi, Ci, fh, Co)=28, 128, 3, 1282026.03 | 115.8 | 20.6 | |
| [10]Input Configuration (Hi, Ci, fh, Co)=28,128,3,1282026.03 | 115.8 | 20.6 | |
| [10]Input Configuration (Hi, Ci, fh, Co)=28,128,3,1282026.03 | 115.8 | 20.6 | |
| [14]Input Configuration (Hi, Ci, fh, Co)=28,128,3,1282026.03 | 154.7 | 11.8 | |
| PrivQJInput Configuration (Hi, Ci, fh, Co)=28,128,3,1282026.03 | 159.3 | 11.7 | |
| [14]Input configuration (Hi, Ci, fh, Co)=56, 64, 3, 642026.03 | 203.4 | 1.5 | |
| [14]Input Configuration (Hi, Ci, fh, Co)=56,64,3,642026.03 | 203.4 | 1.5 | |
| PrivQJInput configuration (Hi, Ci, fh, Co)=56, 64, 3, 642026.03 | 206.9 | 1.4 | |
| PrivQJInput Configuration (Hi, Ci, fh, Co)=56,64,3,642026.03 | 206.9 | 1.4 | |
| [10]Input configuration (Hi, Ci, fh, Co)=56, 64, 3, 642026.03 | 228.1 | 22.1 | |
| [10]Input Configuration (Hi, Ci, fh, Co)=56,64,3,642026.03 | 228.1 | 22.1 | |
| [10]Input Configuration (Hi, Ci, fh, Co)=56,64,3,642026.03 | 228.1 | 22.1 | |
| [14]Input Configuration (Hi, Ci, fh, Co)=56,64,3,642026.03 | 295.9 | 15.5 | |
| PrivQJInput Configuration (Hi, Ci, fh, Co)=56,64,3,642026.03 | 299.4 | 15.3 |