Data-free Quantization on CIFAR10
93.49AccuracyFloat32
Evaluation Results
| Method | Links | |
|---|---|---|
| Float32Model=VGG19, Bit=W4A82023.09 | 93.49 | |
| NAYERModel=VGG19, Bit=W4A8, E=3002023.09 | 93.15 | |
| ZAQModel=VGG19, Bit=W4A82023.09 | 93.06 | |
| ZeroQModel=VGG19, Bit=W4A82023.09 | 92.69 | |
| DFQModel=VGG19, Bit=W4A82023.09 | 92.66 | |
| Float32Model=MobileNetV2, Bit=W6A62023.09 | 92.39 | |
| NAYERModel=MobileNetV2, Bit=W6A6, E=3002023.09 | 92.23 | |
| ZAQModel=MobileNetV2, Bit=W6A62023.09 | 92.15 | |
| ZeroQModel=MobileNetV2, Bit=W6A62023.09 | 89.9 | |
| DFQModel=MobileNetV2, Bit=W6A62023.09 | 85.43 |