DL_CleanDevice


Header: AVLDL.h
Namespace: avl
Module: DeepLearning

Frees memory allocated for executing a models on a specific device.

Syntax

void avl::DL_CleanDevice
(
	const atl::Optional<avl::DeviceKind::Type>& inDeviceType,
	const int inDeviceIndex
)

Parameters

Name Type Range Default Description
Input value
inDeviceType const Optional<DeviceKind::Type>& NIL A type of a device selected for the cleanup. If not set, device depending on version (CPU/GPU) of installed Deep Learning add-on is selected.
Input value
inDeviceIndex const int 0 - 0 An index of a device selected for the cleanup.

Description

This filter frees memory allocated for executing models on specific device. It will not free memory allocated for models (mostly weights). Use this filter only if there is a risk of out-of-memory errors. Please note that calls to subsequent Deep Learning filter may execute much longer than usual.

Hints

In most cases, it is best to call this filter after processing exceptionally huge image or after finishing usage of specific model.