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[Algorithm][Parametric] SVD Linear Layer #23

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jejjohnson opened this issue Mar 11, 2021 · 0 comments
Open

[Algorithm][Parametric] SVD Linear Layer #23

jejjohnson opened this issue Mar 11, 2021 · 0 comments
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enhancement New feature or request

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@jejjohnson
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We currently have the householder transformation but we can use that for the SVD layer, X=USV^T. The rotation matrices (U,V^T) are constrained to be orthogonal and the diagonal, S, is unconstrained. It's a bit more expensive but it might help for training.

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@jejjohnson jejjohnson added the enhancement New feature or request label Mar 11, 2021
@jejjohnson jejjohnson changed the title [Algorithm] Parametric SVD Linear Layer [Algorithm][Parametric] SVD Linear Layer Mar 11, 2021
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