The code is as followed:
class Net(nn.Module):
def __init__(self):
super(Net, self).__init__()
self.conv1 = nn.Conv2d(3, 6, 5)
self.pool = nn.MaxPool2d(2, 2)
self.conv2 = nn.Conv2d(6, 16, 5)
self.local = SpatialConvolutionLocal(nInputPlane=6, nOutputPlane=16, iW=14, iH=14,kH=3,kW=3)
self.fc1 = nn.Linear(16 * 5 * 5, 120)
self.fc2 = nn.Linear(120, 84)
self.fc3 = nn.Linear(84, 10)
def forward(self, x):
x = self.pool(F.relu(self.conv1(x)))
x = self.pool(F.relu(self.local(x)))
x = x.view(-1, 16 * 5 * 5)
x = F.relu(self.fc1(x))
fc = F.relu(self.fc2(x))
x = self.fc3(fc)
return x,fc
The error is:
TypeError: 'SpatialConvolutionLocal' object is not callable
Can anyone give me an example?