Data-free Quantization on CIFAR100
77.38AccuracyFloat32
Evaluation Results
| Method | Links | |
|---|---|---|
| Float32Model=Resnet18, Bit=W4A42023.09 | 77.38 | |
| NAYERModel=Resnet18, Bit=W4A4, E=3002023.09 | 73.32 | |
| ZAQModel=Resnet18, Bit=W4A42023.09 | 72.67 | |
| ZeroQModel=Resnet18, Bit=W4A42023.09 | 70.25 | |
| Float32Model=Resnet20, Bit=W5A52023.09 | 69.58 | |
| NAYERModel=Resnet20, Bit=W5A5, E=3002023.09 | 68.23 | |
| ZAQModel=Resnet20, Bit=W5A52023.09 | 67.94 | |
| ZeroQModel=Resnet20, Bit=W5A52023.09 | 65.7 | |
| DFQModel=Resnet20, Bit=W5A52023.09 | 59.42 | |
| DFQModel=Resnet18, Bit=W4A42023.09 | 40.35 |