BatchNormal in ConvNet
Yann Lecun’s ConvNet without BatchNormal
Conv2d
MaxPool2d
ReLU
...
Linear
ReLU
...
SoftMax
Conv2d
MaxPool2d
ReLU
BatchNormal
...
Linear
ReLU
BatchNormal
...
SoftMax
BatchNormal in ConvNet
| 데이터셋 | Model | epoch | 전처리 | Accuracy | |
|---|---|---|---|---|---|
| CIFAR10 | Yann Lecun | 200 | RGB | 74% | |
| CIFAR10 | Yann Lecun | 200 | Gray | 69% | |
| CIFAR10 | Yann Lecun | 200 | BPAT | 72% | |
| CIFAR10 | Yann Lecun + BN | 200 | RGB | 76% | |
| CIFAR10 | Yann Lecun + BN | 200 | |||
| CIFAR10 | Yann Lecun + BN | 200 | BPAT | 76% |