nnet-general-component.h File Reference

This file contains declarations of components that are not "simple", meaning they care about the indexes they are operating on, don't return the kSimpleComponent flag in their Properties(), and may return a different number of outputs than inputs. More...

#include "nnet3/nnet-common.h"
#include "nnet3/nnet-component-itf.h"
#include "nnet3/natural-gradient-online.h"
#include <iostream>

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Classes
class	DistributeComponent
	This Component takes a larger input-dim than output-dim, where the input-dim must be a multiple of the output-dim, and distributes different blocks of the input dimension to different 'x' values. More...
class	DistributeComponentPrecomputedIndexes
class	StatisticsExtractionComponent
class	StatisticsExtractionComponentPrecomputedIndexes
class	StatisticsPoolingComponent
class	StatisticsPoolingComponentPrecomputedIndexes
class	BackpropTruncationComponent
class	BackpropTruncationComponentPrecomputedIndexes
class	ConstantComponent
class	DropoutMaskComponent
class	GeneralDropoutComponent
	GeneralDropoutComponent implements dropout, including a continuous variant where the thing we multiply is not just zero or one, but may be a continuous value. More...
class	GeneralDropoutComponentPrecomputedIndexes
class	SpecAugmentTimeMaskComponent
	SpecAugmentTimeMaskComponent implements the time part of SpecAugment. More...
class	SpecAugmentTimeMaskComponentPrecomputedIndexes

Namespaces
	kaldi
	This code computes Goodness of Pronunciation (GOP) and extracts phone-level pronunciation feature for mispronunciations detection tasks, the reference:
	kaldi::nnet3

Detailed Description

This file contains declarations of components that are not "simple", meaning they care about the indexes they are operating on, don't return the kSimpleComponent flag in their Properties(), and may return a different number of outputs than inputs.

Also see nnet-convolutional-component.h, which also contains number of convolution-related 'general' components.

Definition in file nnet-general-component.h.