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A Rare Recording of .Q:
How to use the variable input of a model in a second model in Pytorch?
I am training a 3D model by using two sequential models, and I am working on the output of the second model as input for the third.
The first model has the following structure:
class MyFirstModel(nn.Module):
def __init__(self):
super(MyFirstModel, self).__init__()
self.conv1 = nn.Conv3d(8,8,7)
self.conv2 = nn.Conv3d(8,8,7)
self.conv3 = nn.Conv3d(4,1)
self.fc1 = nn.Linear(8*8*7, 30)
self.fc2 = nn.Linear(30, 100)
self.fc3 = nn.Linear(100, 1)
def forward(self, x):
x = self.conv1(x)
x = self.conv2(x)
x = self.conv3(x)
x = x.view(x.size(0), -1)
x = self.fc1(x)
x = self.fc2(x)
x = self.fc3(x)
return x
The second model has the following structure:
class MySecondModel(nn.Module):
def __init__(self):
super(MySecondModel, self).__init__()
self.fc1 = nn.Linear(100, 200)
self.fc2 = nn.Linear(200, 300) 0b46394aab
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