pub struct ParallelSumProduct {
pub max_iterations: usize,
pub tolerance: f64,
pub damping: f64,
}Expand description
Parallel sum-product belief propagation.
Uses rayon to compute messages in parallel, which can provide significant speedup for large factor graphs.
Fields§
§max_iterations: usizeMaximum iterations for convergence
tolerance: f64Convergence tolerance
damping: f64Damping factor (0.0 = no damping, 1.0 = full damping)
Implementations§
Source§impl ParallelSumProduct
impl ParallelSumProduct
Sourcepub fn new(max_iterations: usize, tolerance: f64, damping: f64) -> Self
pub fn new(max_iterations: usize, tolerance: f64, damping: f64) -> Self
Create with custom parameters.
Sourcepub fn run_parallel(
&self,
graph: &FactorGraph,
) -> Result<HashMap<String, ArrayD<f64>>>
pub fn run_parallel( &self, graph: &FactorGraph, ) -> Result<HashMap<String, ArrayD<f64>>>
Run parallel belief propagation.
Sourcepub fn get_stats(&self) -> ConvergenceStats
pub fn get_stats(&self) -> ConvergenceStats
Get convergence statistics.
Trait Implementations§
Auto Trait Implementations§
impl Freeze for ParallelSumProduct
impl RefUnwindSafe for ParallelSumProduct
impl Send for ParallelSumProduct
impl Sync for ParallelSumProduct
impl Unpin for ParallelSumProduct
impl UnwindSafe for ParallelSumProduct
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impl<T> BorrowMut<T> for Twhere
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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
Converts
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The inclusion map: converts
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