bigdl 0.4.0 API

Cell

nn

CellQuantizer

CellSerializer

nn

CenterCrop

augmentation

ChainedFeatureTransformer

ChainedTransformer

ChannelNormalize

ChannelOrder

CharReaderWriter

CharType

Cifar10DataSet

Clamp

nn

ClassNLLCriterion

nn

ClassSimplexCriterion

nn

ClassTagMapper

serializer

ColorJitter

image augmentation

Compare

CompressedTensor

parameters

Concat

nn

ConcatTable

nn

ConcatV2

ConcatV2LoadTF

Const

ConstInitMethod

nn

Container

nn

ContainerQuantizer

ContainerSerializable

serializer

ContainerSerializer

serializer

Context

tf

Contiguous

nn

Contrast

augmentation

ControlNodes

ControlOps

Conv1D

tf

Conv2D

ops tf loaders

Conv2D2

tf

Conv2DBackFilter

Conv2DBackpropFilter

Conv2DBackpropInput

Conv2DTranspose

Conv2DWithoutBias

tf

Conv3D

Conv3DBackpropFilter

Conv3DBackpropFilterV2

Conv3DBackpropInput

Conv3DBackpropInputV2

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

CosineProximityCriterion

nn

Crc32c

Criterion

Crop

CropCenter

CropRandom

CropperMethod

Cropping2D

nn

Cropping3D

nn

CrossEntropy

ConvLSTMPeephole ConvLSTMPeephole3D

CrossEntropyCriterion

nn

CustomConverterDelegator

DataConverter

Customizable

caffe

cRegularizer

cache

CachedDistriDataSet DistributedDataSet

cadd

caffe

caffeDefPath

calcAccuracy

calcGradParametersFrame

LocallyConnected2D 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 Cropping2D Cropping3D CrossEntropyCriterion DiceCoefficientCriterion DistKLDivCriterion Euclidean GRU Index JoinTable L1Cost L1HingeEmbeddingCriterion L1Penalty LSTM LSTMPeephole LookupTable LookupTableSparse MM MV MarginCriterion MarginRankingCriterion MaskedSelect Max MeanAbsolutePercentageCriterion 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 VolumetricAveragePooling VolumetricMaxPooling QuantizedTensorUnsupported TensorMath TensorNumeric NumericDouble NumericFloat UndefinedTensorNumeric

ceilMode

SpatialAveragePooling SpatialMaxPooling VolumetricMaxPooling

cell

Cell ConvLSTMPeephole ConvLSTMPeephole3D GRU LSTM LSTMPeephole MultiRNNCell RnnCell

cellLayer

ConvLSTMPeephole ConvLSTMPeephole3D LSTM LSTMPeephole

cells

BinaryTreeLSTM MultiRNNCell Recurrent

centerX

BoundingBox

centerY

BoundingBox

changeSumDims

Sum

channelDim

BatchNormalization

channels

DecodeImage

checkEngineType

Container TimeDistributed AbstractModule

checkInputDim

BatchNormalization

checkSingleton

Optimizer

checkVersion

ModuleSerializable

checkpoint

TrainParams TrainParams TextClassificationUDFParams TrainParams TrainParams TrainParams TrainParams TrainParams TrainParams

checkpointIteration

checkpointPath

checkpointTrigger

checkpoints

children

cifar10Decay

clamp

QuantizedTensorUnsupported TensorMath

classNum

PredictParams TextClassifier

classNumber

TrainParams

classes

TrainParams RoiLabel

clear

ImageFeature Table

clearHistory

Adadelta Adagrad Adam Adamax LBFGS OptimMethod RMSprop SGD

clearState

Add AddConstant BatchNormalization BiRecurrent BifurcateSplitTable Bilinear CAddTable CAveTable CMul ConcatTable Container Cropping2D Cropping3D DetectionOutputSSD Dropout ELU Euclidean GaussianSampler HardTanh InferReshape JoinTable LeakyReLU Linear LocallyConnected1D LocallyConnected2D LogSoftMax LookupTable LookupTableSparse MM MV MapTable MaskedSelect Max Min MixtureTable MulConstant Normalize RReLU ReLU6 Recurrent Reshape Reverse RnnCell RoiPooling Sigmoid SmoothL1Criterion SparseJoinTable SpatialContrastiveNormalization SpatialConvolution SpatialDivisiveNormalization SpatialDropout1D SpatialDropout2D SpatialDropout3D SpatialFullConvolution SpatialMaxPooling SpatialSubtractiveNormalization Tanh TemporalConvolution TemporalMaxPooling Threshold TimeDistributed VolumetricAveragePooling VolumetricConvolution VolumetricFullConvolution VolumetricMaxPooling AbstractModule All Any Conv3D Conv3DBackpropFilter Conv3DBackpropInput Conv3DBackpropInputV2 FloorMod Mod Variable DistriOptimizer

clip

TensorNumeric NumericDouble NumericFloat UndefinedTensorNumeric

clipBox

BoundingBox

clipBoxes

BboxUtil

clone

Sample BGRImage LabeledBGRImage LabeledSentence OptimMethod ValidationMethod Tensor RandomGenerator Table

cloneCells

cloneCriterion

cloneGraph

cloneModule

cloneTransformer

close

SentenceSplitter SentenceTokenizer Summary

cmax

DenseTensorMath QuantizedTensorUnsupported TensorMath

cmin

DenseTensorMath QuantizedTensorUnsupported TensorMath

cmul

Normalize NormalizeScale DenseTensorMath QuantizedTensorUnsupported TensorMath

col2imTime

LocallyConnected2D SpatialConvolution

colN

Autoencoder

com

root

combiner

LookupTableSparse

compareBoolean

ApproximateEqual Compare Equal Greater GreaterEqual Less LessEqual

compareByteString

ApproximateEqual Compare Equal Greater GreaterEqual Less LessEqual

compareChar

ApproximateEqual Compare Equal Greater GreaterEqual Less LessEqual

compareDouble

ApproximateEqual Compare Equal Greater GreaterEqual Less LessEqual

compareFloat

ApproximateEqual Compare Equal Greater GreaterEqual Less LessEqual

compareInt

ApproximateEqual Compare Equal Greater GreaterEqual Less LessEqual

compareLong

ApproximateEqual Compare Equal Greater GreaterEqual Less LessEqual

compareShort

ApproximateEqual Compare Equal Greater GreaterEqual Less LessEqual

composers

CompressedTensor FP16SplitsCompressedTensor

compress

computPriorBoxDouble

PriorBox

computPriorBoxFloat

PriorBox

computePool

AllReduceParameter

computeThresholdbatchSize

Optimizer

concat

Tensorflow

confPostProcess

DetectionOutputSSD

confThresh

DetectionOutputParam DetectionOutputSSD

config

Regime

configIndexes

Adapter

connTable

SpatialConvolutionMap

const

Tensorflow

constant

MulConstant

constantPadding

Pad

constantValue

Pad

constant_scalar

AddConstant

constrainEachInputAsVectorOrBatch

constrainInputAs3DOrBatch

constrainInputAsVectorOrBatch

constrainInputDimSameAsTarget

constrainInputSizeSameAsTarget

FunctionDef FunctionDefOrBuilder NameAttrList NameAttrListOrBuilder NodeDef NodeDefOrBuilder

contains

ImageFeature Table

containsAttr

containsFeature

Features FeaturesOrBuilder

containsFeatureList

FeatureLists FeatureListsOrBuilder

containsRet

FunctionDef FunctionDefOrBuilder

containsTensor

Context

content

Image BGRImage GreyImage TensorTree

contexts

Customizable

contiguous

QuantizedTensorUnsupported Tensor

contiguousOutput

SplitTable

conv2

QuantizedTensorUnsupported TensorMath

conv2D

conv2Dmul

conv2d

convCriterion

convModule

convSize

conversionMsg

CaffeConversionException

convertLayerFromCaffe

convertToByte

converterParser

convertor

cooldown

coomm

coomv

copies

copy

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

copy2BigDL

QuantSerializer ModuleSerializable

copyFromBigDL

QuantSerializer ModuleSerializable

copyImageData

DecodeImage

copyModule

Utils

copyTo

BGRImage ImageFeature

copyToData

LabeledSentence

copyToLabel

LabeledSentence

coreNumber

PredictParams TestParams TrainParams TrainParams LocalOptimizerPerfParam

count

CachedDistriDataSet WordMeta

create

SerializerInstance

createAbs

createAbsCriterion

createActivityRegularization

createAdadelta

createAdagrad

createAdam

createAdamax

createAdd

createAddConstant

createAspectScale

createBCECriterion

createBatchNormalization

createBiRecurrent

createBifurcateSplitTable

createBigDLModule

createBilinear

createBilinearFiller

createBinaryThreshold

createBinaryTreeLSTM

createBottle

createBrightness

createBytesToMat

createCAdd

createCAddTable

createCAveTable

createCDivTable

createCMaxTable

createCMinTable

createCMul

createCMulTable

createCSubTable

createCaffeModel

createCategoricalCrossEntropy

createCenterCrop

createChannelNormalize

createChannelOrder

createClamp

createClassNLLCriterion

createClassSimplexCriterion

createColorJitter

createComposer

createComposerWithGraph

createComposerWithSequential

createConcat

createConcatTable

createConstInitMethod

createContiguous

createContrast

createConvLSTMPeephole

createConvLSTMPeephole3D

createCosine

createCosineDistance

createCosineDistanceCriterion

createCosineEmbeddingCriterion

createCosineProximityCriterion

createCropping2D

createCropping3D

createCrossEntropyCriterion

createDLClassifier

createDLClassifierModel

createDLEstimator

createDLModel

createDefault

createDenseToSparse

createDetectionCrop

createDetectionOutputFrcnn

createDetectionOutputSSD

createDiceCoefficientCriterion

createDistKLDivCriterion

createDistriOptimizer

createDistributedImageFrame

createDotProduct

createDropout

createELU

createEcho

createEuclidean

createEveryEpoch

createExp

createExpand

createExponential

createFiller

createFixedCrop

createFlattenTable

createGRU

createGaussianCriterion

createGaussianDropout

createGaussianNoise

createGaussianSampler

createGradientReversal

createHFlip

createHardShrink

createHardSigmoid

createHardTanh

createHighway

createHingeEmbeddingCriterion

createHue

createIdentity

createImageFeature

createImageFrameToSample

createIndex

createInferReshape

createInput

createJoinTable

createKLDCriterion

createKullbackLeiblerDivergenceCriterion

createL1Cost

createL1HingeEmbeddingCriterion

createL1L2Regularizer

createL1Penalty

createL1Regularizer

createL2Regularizer

createLBFGS

createLSTM

createLSTMPeephole

createLeafModule

createLeafModuleWithGraph

createLeafModuleWithSequential

createLeakyReLU

createLinear

createLocalImageFrame

createLocalOptimizer

createLocallyConnected1D

createLocallyConnected2D

createLog

createLogSigmoid

createLogSoftMax

createLookupTable

createLookupTableSparse

createLoss

createMAE

createMM

createMSECriterion

createMV

createMapTable

createMarginCriterion

createMarginRankingCriterion

createMaskedSelect

createMasking

createMatToFloats

createMatToTensor

createMax

createMaxEpoch

createMaxIteration

createMaxScore

createMaxout

createMean

createMeanAbsolutePercentageCriterion

createMeanSquaredLogarithmicCriterion

createMeans

createMin

createMinLoss

createMixtureTable

createModel

createMsraFiller

createMul

createMulConstant

createMultiCriterion

createMultiLabelMarginCriterion

createMultiLabelSoftMarginCriterion

createMultiMarginCriterion

createMultiRNNCell

createMultiStep

createNarrow

createNarrowTable

createNegative

createNode

createNormalize

createNormalizeScale

createOnes

createPReLU

createPack

createPadding

createPairwiseDistance

createParallelCriterion

createParallelTable

createPipeline

createPixelNormalize

createPlateau

createPoissonCriterion

createPoly

createPower

createPriorBox

createProposal

createRMSprop

createRReLU

createRandomAspectScale

createRandomCrop

createRandomNormal

createRandomSampler

createRandomTransformer

createRandomUniform

createReLU

createReLU6

createRecordReader

createRecurrent

createRecurrentDecoder

createReplicate

createReshape

createResize

createResizeBilinear

createReverse

createRnnCell

createRoiHFlip

createRoiNormalize

createRoiPooling

createRoiProject

createRoiResize

createSGD

createSReLU

createSaturation

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

createSpatialDropout1D

createSpatialDropout2D

createSpatialDropout3D

createSpatialFullConvolution

createSpatialMaxPooling

createSpatialSeperableConvolution

createSpatialShareConvolution

createSpatialSubtractiveNormalization

createSpatialWithinChannelLRN

createSpatialZeroPadding

createSplitTable

createSqrt

createSquare

createSqueeze

createStep

createSum

createTanh

createTanhShrink

createTemporalConvolution

createTemporalMaxPooling

createThreshold

createTile

createTimeDistributed

createTimeDistributedCriterion

createTop1Accuracy

createTop5Accuracy

createTrainSummary

createTranspose

createTreeNNAccuracy

createUnsqueeze

createUpSampling1D

createUpSampling2D

createUpSampling3D

createValidationSummary

createView

createVolumetricAveragePooling

createVolumetricConvolution

createVolumetricFullConvolution

createVolumetricMaxPooling

createXavier

createZeros

Loss Optimizer DLClassifier DLEstimator

criterion

criterionBackward

criterionForward