AttributeError: module 'torch.nn' has no attribute 'linear'

Author: IwillsdCreated Aug 22, 2021Updated Nov 23, 2022

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2.Basic autogard example2

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Create tensors of shape (10,3) and (10,2)

x = torch.randn(10, 3) y = torch.randn(10, 2)

Build a fully connected layer

linear = nn.linear(3, 2) print('w:', linear.weight) print('b:', linear.bias)

Build loss function and optimizer

loss = nn.MSELoss() optimizer = torch.optim.SGD(linear.parameters(), lr=0.01)

Please help answer this question, thank you very much!