org.deeplearning4j.nn.layers

Interface LayerHelper

All Known Subinterfaces:

BatchNormalizationHelper, ConvolutionHelper, LocalResponseNormalizationHelper, LSTMHelper, SubsamplingHelper

public interface LayerHelper

Method Summary

Modifier and Type	Method and Description
Map<String,Long>	helperMemoryUse() Return the currently allocated memory for the helper. (a) Excludes: any shared memory used by multiple helpers/layers (b) Excludes any temporary memory (c) Includes all memory that persists for longer than the helper method This is mainly used for debugging and reporting purposes.

Method Detail

helperMemoryUse

Map<String,Long> helperMemoryUse()

Return the currently allocated memory for the helper.
(a) Excludes: any shared memory used by multiple helpers/layers
(b) Excludes any temporary memory (c) Includes all memory that persists for longer than the helper method
This is mainly used for debugging and reporting purposes. Returns a map:
Key: The name of the type of memory
Value: The amount of memory

Returns:

Map of memory, may be null if none is used.