example5.py 文件源码

def forward(self, x):
        x = F.elu(F.max_pool2d(self.conv1(x), 2))
        x = F.elu(F.max_pool2d(self.bn2(self.conv2(x)), 2))
        x = F.elu(F.max_pool2d(self.bn3(self.conv3(x)), 2))
        x = F.elu(F.max_pool2d(self.bn4(self.conv4(x)), 2))

        x = x.view(-1, 750)
        x = F.relu(self.fc1(x))
        x = F.dropout(x, training=self.training)
        x = self.fc2(x)
        return F.log_softmax(x)