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How to use this optimizer in non linear regression NN ? #4

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automataIA opened this issue Jan 29, 2020 · 0 comments

automataIA commented Jan 29, 2020

Hi.
I have this NN model :

N, D_in, H, D_out = X.shape[0], X.shape[1], inh , Y.shape[1] ;
  model = nn.Sequential(OrderedDict([ ('fc1', nn.Linear(D_in, H)),
                                      ('Tanh', nn.Tanh()),
                                      ('fc2', nn.Linear(H, D_out))]))
loss_fn = torch.nn.MSELoss(reduction='mean') 
optimizer = *****

How set optimizer, in this case, and the train(and validation) loop ?

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