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ResearchFormerly WizWand

Data-free Quantization on CIFAR100

77.38AccuracyFloat32
38.868848.866958.86568.8631Sep 30, 2023
Updated 8mo ago

Evaluation results

MethodLinks
Float32Model=Resnet18, Bit=W4A42023.0977.38
NAYERModel=Resnet18, Bit=W4A4, E=3002023.0973.32
ZAQModel=Resnet18, Bit=W4A42023.0972.67
ZeroQModel=Resnet18, Bit=W4A42023.0970.25
Float32Model=Resnet20, Bit=W5A52023.0969.58
NAYERModel=Resnet20, Bit=W5A5, E=3002023.0968.23
ZAQModel=Resnet20, Bit=W5A52023.0967.94
ZeroQModel=Resnet20, Bit=W5A52023.0965.7
DFQModel=Resnet20, Bit=W5A52023.0959.42
DFQModel=Resnet18, Bit=W4A42023.0940.35