skainet-lang-core/sk.ainet.lang.tensor/MemoryAwareTensorViewStrategy

MemoryAwareTensorViewStrategy

class MemoryAwareTensorViewStrategy<T : DType, V> : DefaultTensorViewStrategy<T, V> (source)

Memory-pressure-aware tensor view strategy.

This strategy extends the default strategy with basic memory pressure detection. When memory pressure is high, it more aggressively prefers copying over views to allow garbage collection of parent tensors.

Constructors

constructor()

Properties

memoryPressureThreshold

var memoryPressureThreshold: Double

Threshold for available memory percentage. If available memory falls below this percentage, the strategy becomes more aggressive about copying.

pressureViewSizeThreshold

var pressureViewSizeThreshold: Double

Adjusted view size threshold under memory pressure.

Functions

getDecisionReason

open override fun getDecisionReason(tensor: Tensor<T, V>, slices: List<Slice<T, V>>): String

Provides a reason code for the view vs copy decision.

shouldCreateView

open override fun shouldCreateView(tensor: Tensor<T, V>, slices: List<Slice<T, V>>): Boolean

Determines whether a view should be created for the given slices.