bigdl 0.3.0 API

CellSerializer

nn

ChainedTransformer

dataset

CharType

tensor

Cifar10DataSet

resnet

Clamp

nn

ClassNLLCriterion

nn

ClassSimplexCriterion

nn

ColorJitter

image

CompressedTensor

parameters

Concat

nn

ConcatTable

nn

ConcatV2

Const

ConstInitMethod

nn

Container

nn

ContainerQuantizer

ContainerSerializable

serializer

ContainerSerializer

serializer

Context

tf

Contiguous

nn

ControlNodes

ControlOps

Conv1D

tf

Conv2D

ops tf loaders

Conv2D2

tf

Conv2DBackFilter

Conv2DBackpropFilter

Conv2DBackpropInput

Conv2DTranspose

Conv2DWithoutBias

tf

ConvData

ConvDataParams

ConvLSTMPeephole

nn

ConvLSTMPeephole3D

nn

ConvWeight

ConvWeightParams

ConvertModel

ConvertableFrom

ConvertableFromBoolean

ConvertableFromChar

ConvertableFromDouble

ConvertableFromFloat

ConvertableFromInt

ConvertableFromLong

ConvertableFromShort

ConvertableFromString

ConvertableTo

ConvertableToDouble

ConvertableToFloat

ConvertableToInt

ConvertableToLong

ConvertableToShort

Converter

ConverterParam

Convolution

Cosine

nn

CosineDistance

nn

CosineDistanceCriterion

nn

CosineEmbeddingCriterion

nn

Criterion

CropCenter

CropRandom

CropperMethod

CrossEntropy

ConvLSTMPeephole ConvLSTMPeephole3D

CrossEntropyCriterion

nn

CustomConverterDelegator

DataConverter

Customizable

caffe

cRegularizer

cache

CachedDistriDataSet DistributedDataSet

cadd

caffe

caffeDefPath

calcAccuracy

calcGradParametersFrame

SpatialConvolution SpatialFullConvolution VolumetricFullConvolution

calcTop5Accuracy

EvaluateMethods

canEqual

Abs AbsCriterion Add AddConstant BatchNormalization BiRecurrent BifurcateSplitTable Bilinear BinaryTreeLSTM Bottle CDivTable CMaxTable CMinTable CMulTable CSubTable ClassSimplexCriterion Container Contiguous ConvLSTMPeephole ConvLSTMPeephole3D Cosine CosineDistance CosineDistanceCriterion CosineEmbeddingCriterion CrossEntropyCriterion DiceCoefficientCriterion DistKLDivCriterion Euclidean GRU Index JoinTable L1Cost L1HingeEmbeddingCriterion L1Penalty LSTM LSTMPeephole LookupTable MM MV MarginCriterion MarginRankingCriterion MaskedSelect Max Min MixtureTable Mul MulConstant MultiCriterion MultiLabelMarginCriterion MultiLabelSoftMarginCriterion MultiMarginCriterion Narrow NarrowTable Normalize PReLU Padding PairwiseDistance Recurrent RecurrentDecoder Reverse RnnCell SelectTable SoftMarginCriterion SparseJoinTable SparseLinear SpatialContrastiveNormalization SpatialDivisiveNormalization SpatialSubtractiveNormalization SplitTable Squeeze TemporalMaxPooling TimeDistributed TimeDistributedCriterion Unsqueeze AbstractCriterion AbstractModule

cast

QuantizedTensorUnsupported Tensor

cauchy

RandomGenerator

cdiv

DenseTensorMath QuantizedTensorUnsupported TensorMath

ceil

SpatialAveragePooling SpatialMaxPooling VolumetricMaxPooling

ceilMode

SpatialMaxPooling VolumetricMaxPooling

cell

Cell ConvLSTMPeephole ConvLSTMPeephole3D GRU LSTM LSTMPeephole RnnCell

cellLayer

ConvLSTMPeephole ConvLSTMPeephole3D LSTM LSTMPeephole

cells

BinaryTreeLSTM Recurrent

changeSumDims

Sum

channels

DecodeImage

checkEngineType

Container TimeDistributed AbstractModule

checkSingleton

Optimizer

checkVersion

ModuleSerializable

checkpoint

TrainParams TrainParams TextClassificationUDFParams TrainParams TrainParams TrainParams TrainParams TrainParams TrainParams

checkpointIteration

checkpointPath

checkpointTrigger

checkpoints

children

cifar10Decay

classNum

PredictParams TextClassifier

classNumber

TrainParams

classes

TrainParams

clear

Table

clearHistory

Adadelta Adagrad Adam Adamax LBFGS OptimMethod RMSprop SGD

clearState

clone

Sample BGRImage LabeledBGRImage LabeledSentence OptimMethod ValidationMethod Tensor RandomGenerator Table

cloneCells

cloneCriterion

cloneGraph

cloneModule

cloneTransformer

close

SentenceSplitter SentenceTokenizer Summary

cmax

DenseTensorMath QuantizedTensorUnsupported TensorMath

cmul

Normalize DenseTensorMath QuantizedTensorUnsupported TensorMath

col2imTime

colN

com

composers

compress

CompressedTensor FP16SplitsCompressedTensor

computePool

AllReduceParameter

computeThresholdbatchSize

concat

config

configIndexes

connTable

SpatialConvolutionMap

const

Tensorflow

constant

MulConstant

constantPadding

Pad

constant_scalar

AddConstant

constrainEachInputAsVectorOrBatch

constrainInputAs3DOrBatch

constrainInputAsVectorOrBatch

constrainInputDimSameAsTarget

constrainInputSizeSameAsTarget

QuantizedTensorUnsupported Tensor

contains

Table

containsTensor

Context

content

Image BGRImage GreyImage TensorTree

contexts

Customizable

contiguous

conv2

QuantizedTensorUnsupported TensorMath

conv2D

conv2Dmul

conv2d

convCriterion

convModule

convSize

convertLayerFromCaffe

convertToByte

converterParser

convertor

cooldown

coomm

coomv

copy

BGRImage GreyImage LabeledBGRImage LabeledGreyImage LabeledSentence ConvDataParams ConvWeightParams DescParams LinearDataParams LinearWeightParams Storage Tensor RandomGenerator DLClassifier DLEstimator DLModel

copy2BigDL

QuantSerializer ModuleSerializable

copyFromBigDL

QuantSerializer ModuleSerializable

copyImageData

DecodeImage

copyModule

Utils

copyStatus

BatchNormalization Container TimeDistributed AbstractModule

copyTo

BGRImage

copyToData

LabeledSentence

copyToLabel

LabeledSentence

coreNumber

PredictParams TestParams TrainParams TrainParams LocalOptimizerPerfParam

count

CachedDistriDataSet WordMeta

createAbs

createAbsCriterion

createAdadelta

createAdagrad

createAdam

createAdamax

createAdd

createAddConstant

createBCECriterion

createBatchNormalization

createBiRecurrent

createBifurcateSplitTable

createBigDLModule

createBilinear

createBilinearFiller

createBinaryTreeLSTM

createBottle

createCAdd

createCAddTable

createCDivTable

createCMaxTable

createCMinTable

createCMul

createCMulTable

createCSubTable

createCaffeModel

createClamp

createClassNLLCriterion

createClassSimplexCriterion

createComposer

createComposerWithGraph

createComposerWithSequential

createConcat

createConcatTable

createConstInitMethod

createContiguous

createConvLSTMPeephole

createConvLSTMPeephole3D

createCosine

createCosineDistance

createCosineDistanceCriterion

createCosineEmbeddingCriterion

createCrossEntropyCriterion

createDLClassifier

createDLClassifierModel

createDLEstimator

createDLModel

createDefault

createDenseToSparse

createDiceCoefficientCriterion

createDistKLDivCriterion

createDotProduct

createDropout

createELU

createEcho

createEuclidean

createEveryEpoch

createExp

createExponential

createFlattenTable

createGRU

createGaussianCriterion

createGaussianSampler

createGradientReversal

createHardShrink

createHardTanh

createHingeEmbeddingCriterion

createIdentity

createIndex

createInferReshape

createInput

createJoinTable

createKLDCriterion

createL1Cost

createL1HingeEmbeddingCriterion

createL1L2Regularizer

createL1Penalty

createL1Regularizer

createL2Regularizer

createLBFGS

createLSTM

createLSTMPeephole

createLeafModule

createLeafModuleWithGraph

createLeafModuleWithSequential

createLeakyReLU

createLinear

createLog

createLogSigmoid

createLogSoftMax

createLookupTable

createLoss

createMAE

createMM

createMSECriterion

createMV

createMapTable

createMarginCriterion

createMarginRankingCriterion

createMaskedSelect

createMax

createMaxEpoch

createMaxIteration

createMaxScore

createMean

createMeans

createMin

createMinLoss

createMixtureTable

createModel

createMul

createMulConstant

createMultiCriterion

createMultiLabelMarginCriterion

createMultiLabelSoftMarginCriterion

createMultiMarginCriterion

createMultiStep

createNarrow

createNarrowTable

createNegative

createNode

createNormalize

createOnes

createOptimizer

createPReLU

createPack

createPadding

createPairwiseDistance

createParallelCriterion

createParallelTable

createPlateau

createPoly

createPower

createRMSprop

createRReLU

createRandomNormal

createRandomUniform

createReLU

createReLU6

createRecurrent

createRecurrentDecoder

createReplicate

createReshape

createResizeBilinear

createReverse

createRnnCell

createRoiPooling

createSGD

createScale

createSelect

createSelectTable

createSequential

createSerializeBigDLModule

ModuleSerializable

createSeveralIteration

createSigmoid

createSmoothL1Criterion

createSmoothL1CriterionWithWeights

createSoftMarginCriterion

createSoftMax

createSoftMin

createSoftPlus

createSoftShrink

createSoftSign

createSoftmaxWithCriterion

createSparkConf

Engine

createSparseJoinTable

createSparseLinear

createSpatialAveragePooling

createSpatialBatchNormalization

createSpatialContrastiveNormalization

createSpatialConvolution

createSpatialConvolutionMap

createSpatialCrossMapLRN

createSpatialDilatedConvolution

createSpatialDivisiveNormalization

createSpatialFullConvolution

createSpatialMaxPooling

createSpatialShareConvolution

createSpatialSubtractiveNormalization

createSpatialWithinChannelLRN

createSpatialZeroPadding

createSplitTable

createSqrt

createSquare

createSqueeze

createStep

createSum

createTanh

createTanhShrink

createTemporalConvolution

createTemporalMaxPooling

createThreshold

createTimeDistributed

createTimeDistributedCriterion

createTop1Accuracy

createTop5Accuracy

createTrainSummary

createTranspose

createTreeNNAccuracy

createUnsqueeze

createValidationSummary

createView

createVolumetricConvolution

createVolumetricFullConvolution

createVolumetricMaxPooling

createXavier

createZeros

Loss Optimizer DLClassifier DLEstimator

criterion

criterionBackward

criterionForward