scirs2_neural::performance::memory

Struct MemoryEfficientProcessor

pub struct MemoryEfficientProcessor;

Expand description

Memory efficient processor for handling large models (no-op implementation when feature disabled)

Implementations§

impl MemoryEfficientProcessor

pub fn new(_chunk_size: Option<usize>, _max_memory_mb: Option<usize>) -> Self

Create a new memory efficient processor

pub fn process_in_chunks<F, T>( &self, _input: &ArrayD<f32>, _processor: F, ) -> Result<ArrayD<T>>
where F: FnMut(&ArrayView<'_, f32, IxDyn>) -> Result<ArrayD<T>>, T: Clone + Debug + Default,

Process input data in chunks to reduce memory usage

pub fn memory_efficient_forward<F>( &self, _input: &ArrayD<f32>, _forward_fn: F, ) -> Result<ArrayD<f32>>
where F: Fn(&ArrayView<'_, f32, IxDyn>) -> Result<ArrayD<f32>>,

Perform memory-efficient forward pass

Auto Trait Implementations§

impl Freeze for MemoryEfficientProcessor

impl RefUnwindSafe for MemoryEfficientProcessor

impl Send for MemoryEfficientProcessor

impl Sync for MemoryEfficientProcessor

impl Unpin for MemoryEfficientProcessor

impl UnwindSafe for MemoryEfficientProcessor

Blanket Implementations§

impl<T> Any for T
where T: 'static + ?Sized,

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type Init = T

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