tfp.experimental.fastgp.partial_lanczos.gram_schmidt

Return a vector after applying the Gram-Schmidt process to it.

View aliases

Main aliases

`tfp.experimental.fastgp.fast_gp.fast_log_det.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_gp.fast_log_det.preconditioners.linalg.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_gp.preconditioners.linalg.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_log_det.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_log_det.preconditioners.linalg.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_mtgp.fast_gp.fast_log_det.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_mtgp.fast_gp.fast_log_det.preconditioners.linalg.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_mtgp.fast_gp.preconditioners.linalg.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_mtgp.fast_log_det.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_mtgp.fast_log_det.preconditioners.linalg.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.fast_mtgp.preconditioners.linalg.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.linalg.partial_lanczos.gram_schmidt`, `tfp.experimental.fastgp.preconditioners.linalg.partial_lanczos.gram_schmidt`

tfp.experimental.fastgp.partial_lanczos.gram_schmidt(
    Q, v
)

Args
Q	A tensor of shape (batch_dims, m, n) representing a batch of orthonormal m-by-n matrices. The m vectors to perform Gram-Schmidt with respect to.
v	Initial starting vector of shape (n, batch_dims).

Returns
A tensor t of shape (n, batch_dims) such that for every i, t[:, i] is orthogonal to Q[i, j, :] for every j.