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MatrixSqrtPlan

Struct MatrixSqrtPlan 

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pub struct MatrixSqrtPlan { /* private fields */ }
Expand description

Execution plan for the matrix square root using Denman–Beavers iteration.

The iteration produces sequences Y_k → sqrt(A) and Z_k → sqrt(A)^{-1}:

  Y_0 = A,       Z_0 = I
  Y_{k+1} = (Y_k * Z_k^{-1} + I) / 2
  Z_{k+1} = (Z_k * Y_k^{-1} + I) / 2

Convergence is detected when ||Y_{k+1} - Y_k||_F < tol.

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impl MatrixSqrtPlan

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pub fn new(config: MatrixSqrtConfig) -> SolverResult<Self>

Creates a plan from a validated configuration.

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pub fn tolerance(&self) -> f64

Returns the convergence tolerance.

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pub fn max_iters(&self) -> u32

Returns the maximum number of iterations.

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pub fn generate_ptx(&self) -> SolverResult<String>

Generates PTX source for the matrix square root kernels.

The generated code contains entry points for:

  1. init kernel — sets Y_0 = A and Z_0 = I.
  2. iteration kernel — computes the element-wise (M + I) / 2 step after the matrix product and inverse have been done by BLAS.
  3. convergence kernel — computes ||Y_{k+1} - Y_k||_F² via parallel reduction.

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impl Clone for MatrixSqrtPlan

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fn clone(&self) -> MatrixSqrtPlan

Returns a duplicate of the value. Read more
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fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more
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impl Debug for MatrixSqrtPlan

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

Formats the value using the given formatter. Read more

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)
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