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Showing content from https://docs.pytorch.org/docs/stable/generated/torch.trace.html below:

torch.trace — PyTorch 2.7 documentation

Returns the sum of the elements of the diagonal of the input 2-D matrix.

>>> x = torch.arange(1., 10.).view(3, 3)
>>> x
tensor([[ 1.,  2.,  3.],
        [ 4.,  5.,  6.],
        [ 7.,  8.,  9.]])
>>> torch.trace(x)
tensor(15.)

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