pytorch model

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Giacomo
26 May 2016
1class Model(nn.Module):
2    
3    
4    def __init__(self, in_features=4, h1=8, h2=9, out_features=3):
5        # how many layers?
6        super().__init__()
7        self.fc1 = nn.Linear(in_features, h1)
8        self.fc2 = nn.Linear(h1, h2)
9        self.out = nn.Linear(h2, out_features)
10    
11    def forward(self, x):
12        x = F.relu(self.fc1(x))
13        x = F.relu(self.fc2(x))
14        x = self.out(x)
15        
16        return x
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