nnet-computation.h File Reference

The two main classes defined in this header are struct ComputationRequest, which basically defines a request for a concrete computation that we want the network to do (e.g. More...

#include "nnet3/nnet-common.h"
#include "nnet3/nnet-nnet.h"
#include <iostream>
#include <sstream>
#include <vector>
#include <map>

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Classes
struct	MiscComputationInfo
struct	IoSpecification
struct	IoSpecificationHasher
struct	ComputationRequest
struct	ComputationRequestHasher
struct	ComputationRequestPtrEqual
struct	NnetComputation
struct	NnetComputation::MatrixInfo
struct	NnetComputation::MatrixDebugInfo
struct	NnetComputation::SubMatrixInfo
struct	NnetComputation::Command
struct	NnetComputation::PrecomputedIndexesInfo
struct	NnetComputationPrintInserter

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

Enumerations
enum	CommandType {   kAllocMatrix, kDeallocMatrix, kSwapMatrix, kSetConst,   kPropagate, kBackprop, kBackpropNoModelUpdate, kMatrixCopy,   kMatrixAdd, kCopyRows, kAddRows, kCopyRowsMulti,   kCopyToRowsMulti, kAddRowsMulti, kAddToRowsMulti, kAddRowRanges,   kCompressMatrix, kDecompressMatrix, kAcceptInput, kProvideOutput,   kNoOperation, kNoOperationPermanent, kNoOperationMarker, kNoOperationLabel,   kGotoLabel }
	CommandType is an enum that describes the category of the command used in the NnetComputation. More...

Detailed Description

The two main classes defined in this header are struct ComputationRequest, which basically defines a request for a concrete computation that we want the network to do (e.g.

"these are the input indexes available, and we want these output indexes"), and struct NnetComputation, which is a compiled form of the computation that outlines the matrix variables and the specific sequence of steps that need to be taken to complete the requested computation.

Definition in file nnet-computation.h.