Struct AdaptiveMemoryManager 

pub struct AdaptiveMemoryManager { /* private fields */ }

Adaptive memory manager that monitors system resources

Implementations

impl AdaptiveMemoryManager

pub fn new(max_memory_mb: usize) -> Self

Create a new adaptive memory manager

pub fn is_memory_pressure_high(&self) -> bool

Check if memory pressure is high

pub fn estimate_memory_usage<F: Float>( &self, n_samples: usize, n_features: usize, ) -> usize

Estimate memory usage for storing data

pub fn allocate<F: Float>( &mut self, n_samples: usize, n_features: usize, ) -> Result<()>

Allocate memory for data

pub fn deallocate(&mut self, amount: usize)

Deallocate memory

pub fn available_memory(&self) -> usize

Get available memory

pub fn optimal_batch_size<F: Float>(&self, n_features: usize) -> usize

Get optimal batch size based on available memory

Trait Implementations

impl Clone for AdaptiveMemoryManager

fn clone(&self) -> AdaptiveMemoryManager

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for AdaptiveMemoryManager

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

Formats the value using the given formatter.