Zero-Shot Quantization on ImageNet ILSVRC12
2.73Total Elapsed Time (Hours)GENIE + AIT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| GENIE + AITBackbone=ResNet-18, Hardware=Nvidia V1002022.12 | 2.73 | 2.4 | |
| GENIE + AITBackbone=MobileNetV2, Hardware=Nvidia V1002022.12 | 4.1 | 3.33 | |
| GENIE + AITBackbone=ResNet-50, Hardware=Nvidia V1002022.12 | 6.22 | 5.07 | |
| GDFQ + AITBackbone=ResNet-18, Hardware=Nvidia V1002022.12 | 10.11 | 1.71 | |
| Qimera + AITBackbone=ResNet-18, Hardware=Nvidia V1002022.12 | 10.19 | 2.23 | |
| GDFQ + AITBackbone=MobileNetV2, Hardware=Nvidia V1002022.12 | 17.21 | 2.15 | |
| ARC + AITBackbone=ResNet-18, Hardware=Nvidia V1002022.12 | 19.04 | 10.56 | |
| Qimera + AITBackbone=ResNet-50, Hardware=Nvidia V1002022.12 | 19.08 | 5.1 | |
| Qimera + AITBackbone=MobileNetV2, Hardware=Nvidia V1002022.12 | 19.5 | 3.61 | |
| GDFQ + AITBackbone=ResNet-50, Hardware=Nvidia V1002022.12 | 21.03 | 2.71 | |
| ARC + AITBackbone=ResNet-50, Hardware=Nvidia V1002022.12 | 25.01 | 10.96 | |
| ARC + AITBackbone=MobileNetV2, Hardware=Nvidia V1002022.12 | 25.75 | 10.26 |