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Zero-Shot Quantization on ImageNet ILSVRC12

2.73Total Elapsed Time (Hours)GENIE + AIT
1.80928.024614.2420.4554Dec 9, 2022
Updated 8mo ago

Evaluation results

MethodLinks
GENIE + AITBackbone=ResNet-18, Hardware=Nvidia V1002022.122.732.4
GENIE + AITBackbone=MobileNetV2, Hardware=Nvidia V1002022.124.13.33
GENIE + AITBackbone=ResNet-50, Hardware=Nvidia V1002022.126.225.07
GDFQ + AITBackbone=ResNet-18, Hardware=Nvidia V1002022.1210.111.71
Qimera + AITBackbone=ResNet-18, Hardware=Nvidia V1002022.1210.192.23
GDFQ + AITBackbone=MobileNetV2, Hardware=Nvidia V1002022.1217.212.15
ARC + AITBackbone=ResNet-18, Hardware=Nvidia V1002022.1219.0410.56
Qimera + AITBackbone=ResNet-50, Hardware=Nvidia V1002022.1219.085.1
Qimera + AITBackbone=MobileNetV2, Hardware=Nvidia V1002022.1219.53.61
GDFQ + AITBackbone=ResNet-50, Hardware=Nvidia V1002022.1221.032.71
ARC + AITBackbone=ResNet-50, Hardware=Nvidia V1002022.1225.0110.96
ARC + AITBackbone=MobileNetV2, Hardware=Nvidia V1002022.1225.7510.26