import torch.nn as nn code example
Example: torch.nn.Linear(in_features, out_features, bias=True) discription
import torch
import torch.nn as nn
x = torch.tensor([[1.0, -1.0],
[0.0, 1.0],
[0.0, 0.0]])
in_features = x.shape[1] # = 2
out_features = 2
m = nn.Linear(in_features, out_features)
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results would be
>>> m.weight
tensor([[-0.4500, 0.5856],
[-0.1807, -0.4963]])
>>> m.bias
tensor([ 0.2223, -0.6114])
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