BatchSizeOptimizer

oxirs_embed::gpu_acceleration

Struct BatchSizeOptimizer

pub struct BatchSizeOptimizer { /* private fields */ }

Expand description

Batch size optimizer for maximizing GPU utilization

Implementations§

impl BatchSizeOptimizer

pub fn new(config: GpuAccelerationConfig) -> Self

Create new batch size optimizer

pub async fn find_optimal_batch_size<T>( &mut self, sample_data: Vec<T>, process_fn: impl Fn(&[T]) -> Result<Vec<Array1<f32>>> + Send + Sync + Copy, ) -> Result<usize>
where T: Clone + Send + Sync + 'static,

Find optimal batch size through adaptive testing

pub fn get_optimal_batch_size(&self) -> usize

Get current optimal batch size

pub fn get_performance_stats(&self) -> BatchSizeOptimizerStats

Get performance statistics

Auto Trait Implementations§

impl Freeze for BatchSizeOptimizer

impl RefUnwindSafe for BatchSizeOptimizer

impl Send for BatchSizeOptimizer

impl Sync for BatchSizeOptimizer

impl Unpin for BatchSizeOptimizer

impl UnwindSafe for BatchSizeOptimizer

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