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RandomizedSvdResult

oxicuda_solver::dense::randomized_svd

Struct RandomizedSvdResult 

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pub struct RandomizedSvdResult<T: GpuFloat> {
    pub u: DeviceBuffer<T>,
    pub sigma: Vec<T>,
    pub vt: DeviceBuffer<T>,
    pub rank: usize,
}
Expand description

Result of a randomized SVD computation.

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§u: DeviceBuffer<T>

Left singular vectors: m x rank (column-major).

§sigma: Vec<T>

Singular values: rank (descending order).

§vt: DeviceBuffer<T>

Right singular vectors transposed: rank x n (column-major).

§rank: usize

Actual rank computed (may differ from requested if matrix rank is lower).

Trait Implementations§

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impl<T: GpuFloat> Debug for RandomizedSvdResult<T>

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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