bigdl 0.14.0-SNAPSHOT API

TENSOR_SEPARATOR

TensorflowToBigDL

TFP

Utils

TFRecordInputFormat

tf

TFRecordIterator

tf

TFRecordOutputFormat

tf

TFRecordWriter

tf

TFTensorNumeric

tf

TFUpdater

tf

TFUtils

tf

THRESHOLD

THROUGHPUT

TYPE_BOOLEAN

TYPE_DOUBLE_STORAGE

TYPE_DOUBLE_TENSOR

TYPE_FLOAT_STORAGE

TYPE_FLOAT_TENSOR

TYPE_LONG_STORAGE

TYPE_MODULE

TYPE_NIL

TYPE_NUMBER

TYPE_STRING

TYPE_TABLE

Table

TableOperation

nn

Tanh

nn loaders

TanhGrad

loaders

TanhShrink

nn

TanhToTF

tf

TemporalConvolution

nn

TemporalConvolutionToTF

tf

TemporalMaxPooling

nn

Tensor

TensorArrayGatherV3

TensorConverter

TensorCriterion

TensorDataType

TensorDiffTypeFunc4

TensorDiffTypeFunc6

TensorFunc2

TensorFunc4

TensorFunc6

TensorMath

TensorModule

TensorModuleWrapper

tf

TensorNumeric

TensorNumericMapper

TensorNumericMath

TensorNumericOps

TensorOp

ops

TensorSample

dataset

TensorStorageManager

converters

TensorTree

nn

TensorType

tensor

Tensorflow

tf

TensorflowDataFormat

tf

TensorflowLoader

tf

TensorflowOpsLoader

loaders

TensorflowSaver

tf

TensorflowToBigDL

tf

Test

lenetLocal inception lenet maskrcnn resnet rnn vgg

TestImageNet

resnet

TestLocalParams

ModelValidator

TestParams

Utils Utils Options Utils Test Utils Utils Utils

TextClassificationParams

TextClassificationUDFParams

udfpredictor

TextClassifier

textclassification utils

TextToLabeledSentence

text

ThreadPool

Threshold

nn

ThresholdedReLU

keras

Tile

nn ops loaders

TimeDistributed

nn keras

TimeDistributedCriterion

nn

TimeDistributedMaskCriterion

nn

Top1Accuracy

Top5Accuracy

TopK

TopKV2

TopKV2LoadTF

TorchFile

TorchModel

MlUtils ModelValidator

TorchObject

TensorOp DnnTensorUnsupportOperations QuantizedTensorUnsupported Tensor

Train

keras lenetLocal treeLSTMSentiment autoencoder lenet rnn vgg

TrainCIFAR10

resnet

TrainImageNet

resnet vgg

TrainInceptionV1

inception

TrainParams

Utils Utils Utils Utils Options Utils Utils Utils Utils

TrainSummary

TrainingContext

TrainingPhase

TransferLearning

Transformer

TransformerCriterion

nn

TransformerType

nn

Translation

nn

Transpose

nn loaders

TransposeLoadTF

loaders

TreeLSTM

nn

TreeLSTMSentiment

treeLSTMSentiment

TreeLSTMSentimentParam

TreeNNAccuracy

Trigger

True

TruncateDiv

TruncateMod

TruncatedNormal

ops

t

tLeft

tLeftInit

tRight

tRightInit

tType

tanh

TensorOp DenseTensorMath DnnTensorUnsupportOperations QuantizedTensorUnsupported TensorMath TensorNumeric NumericDouble NumericFloat NumericInt NumericLong NumericShort UndefinedTensorNumeric Tensorflow

target

targetShape

taskSize

tensor

tensorModuleType

tensorNames

tensorNumericType

tensorType

tensorflow

tensorflowCheckpoints

Module

tensors

Context

test

DistriValidator Evaluator LocalValidator Validator

testActivityWithTableOfTable

PythonBigDLValidator

testActivityWithTableOfTensor

PythonBigDLValidator

testActivityWithTensor

testDict

testDictJMapJTensor

testDictJTensor

testDir

TextClassificationUDFParams

testLocalParser

ModelValidator

testMean

MlUtils Utils Utils Cifar10DataSet ImageNetDataSet Utils

testParser

Utils Utils Options Utils Test Utils Utils Utils

testSample

BlockManagerParameterSynchronizer

testStd

MlUtils Utils Utils Cifar10DataSet ImageNetDataSet Utils

testTensor

text

textDataDir

textclassification

tf

nn utils

tf_inputs

tf_outputs

th

theta

threadCount

thresh

DetectionOutputFrcnn

threshold

BinaryThreshold SpatialContrastiveNormalization SpatialDivisiveNormalization Threshold

thresval

SpatialContrastiveNormalization SpatialDivisiveNormalization

time

DenseTensorBLAS

timeDim

BiRecurrent Masking Recurrent

times

Recurrent TensorNumeric NumericDouble NumericFloat NumericInt NumericLong NumericShort UndefinedTensorNumeric

to

ConverterParam

toArray

DnnTensorUnsupportOperations QuantizedTensorUnsupported Tensor

toAutoencoderBatch

autoencoder

toBatch

ImageFeatureToMiniBatch

toBoolean

ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString

toBreezeMatrix

DnnTensorUnsupportOperations QuantizedTensorUnsupported Tensor

toBreezeVector

DnnTensorUnsupportOperations QuantizedTensorUnsupported Tensor

toByte

ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString

toBytePixels

OpenCVMat

toCaffe

toCaffeAbs

toCaffeAvePooling

toCaffeAvgPoolingParam

toCaffeBatchNormParam

toCaffeBatchNormalization

toCaffeBias

toCaffeConcat

toCaffeConcatParam

toCaffeConvolution

toCaffeConvolutionParam

toCaffeDeConvolution

toCaffeDeConvolutionParam

toCaffeDropOut

toCaffeDropOutParam

toCaffeEltWiseAdd

toCaffeEltWiseMax

toCaffeEltWiseSub

toCaffeElu

toCaffeEluParam

toCaffeExp

toCaffeFlattern

toCaffeInnerProduct

toCaffeInnerProductParam

toCaffeLRN

toCaffeLRNParam

toCaffeLog

toCaffeLogSoftMax

toCaffeMaxPooling

toCaffeMaxPoolingParam

toCaffePReLu

toCaffePower

toCaffePowerParam

toCaffeRecurrent

toCaffeRelu

toCaffeReshape

toCaffeReshapeParam

toCaffeScalaParam

toCaffeScale

toCaffeSequential

toCaffeSigmoid

toCaffeSlice

toCaffeSliceParam

toCaffeTanh

toCaffeThreshold

toCaffeThresholdParam

toCaffeTile

toCaffeTileParam

ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString

toChar

toDistributed

AbstractDataSet ImageFrame LocalImageFrame

toDouble

ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString

toFloat

ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString

toFloatPixels

OpenCVMat

toGraph

Graph AbstractModule KerasLayer PythonBigDL

toIRgraph

StaticGraph

toImageFeature

COCOImage

toImageFeatures

COCODataset

toInt

ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString

toJSample

toJTensor

AbstractDataSet ImageFrame

toLocal

toLong

ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString

toMLlibMatrix

DnnTensorUnsupportOperations QuantizedTensorUnsupported Tensor

toMLlibVector

DnnTensorUnsupportOperations QuantizedTensorUnsupported Tensor

toMulti

MultiShape Shape

toNative

HeapData

toPySample

PolyMasks RLEMasks SegmentationMasks

toRLE

toSample

toSampleArray

toScalaArray

toScalaMultiShape

toScalaShape

toSeq

toShort

ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString

toSingle

Shape SingleShape

toString

Add AddConstant BatchNormalization BiRecurrent BifurcateSplitTable Bilinear BinaryThreshold Bottle CAdd CMul Clamp ClassSimplexCriterion Concat ConcatTable Contiguous ConvLSTMPeephole ConvLSTMPeephole3D Cosine CosineDistanceCriterion CosineEmbeddingCriterion Cropping2D Cropping3D CrossEntropyCriterion DenseToSparse DiceCoefficientCriterion DistKLDivCriterion DotProduct Dropout Euclidean ExpandSize FPN FlattenTable GaussianDropout GaussianNoise HardTanh HingeEmbeddingCriterion Index InferReshape JoinTable L1Cost L1HingeEmbeddingCriterion L1Penalty LSTM LSTMPeephole Linear LocallyConnected1D LocallyConnected2D LookupTable LookupTableSparse MM MV MapTable MarginCriterion MarginRankingCriterion Max Mean Min MixtureTable MulConstant MultiCriterion MultiLabelMarginCriterion MultiLabelSoftMarginCriterion MultiMarginCriterion Narrow NarrowTable Normalize PReLU Padding PairwiseDistance ParallelTable Pooler Power RReLU Recurrent Replicate Reshape Reverse RoiAlign RoiPooling Scale Select SelectTable Sequential SmoothL1CriterionWithWeights SparseJoinTable SparseLinear SpatialAveragePooling SpatialBatchNormalization SpatialContrastiveNormalization SpatialConvolution SpatialCrossMapLRN SpatialDilatedConvolution SpatialDivisiveNormalization SpatialDropout1D SpatialDropout2D SpatialDropout3D SpatialFullConvolution SpatialMaxPooling SpatialSubtractiveNormalization SpatialZeroPadding SplitTable Squeeze Sum TableOperation TanhShrink TemporalConvolution TemporalMaxPooling Threshold Tile TimeDistributed Transpose Unsqueeze View VolumetricAveragePooling VolumetricConvolution VolumetricFullConvolution VolumetricMaxPooling AbstractModule ConcatTable Dropout HeapData Input NativeData Output ReorderMemory SelectTable Sequential SpatialBatchNormalization ValidationMethod ValidationResult ConvertableFrom ConvertableFromBoolean ConvertableFromByte ConvertableFromChar ConvertableFromDouble ConvertableFromFloat ConvertableFromInt ConvertableFromLong ConvertableFromShort ConvertableFromString DnnTensor TensorDiffTypeFunc4 TensorDiffTypeFunc6 TensorFunc2 TensorFunc4 TensorFunc6 RandomTransformer BoundingBox LayerException Node Table CaffeConversionException

toSupports

ConvertModel

toTFDef

toTable

COCOImage Activity EmptyGradInput Tensor RoiLabel Table

toTensor

Activity EmptyGradInput PythonBigDL PythonBigDLUtils DnnTensor DnnTensorUnsupportOperations QuantizedTensorUnsupported ImageFeature Table

toTokens

SimpleTokenizer

toType

TensorNumeric NumericBoolean NumericDouble NumericFloat NumericInt NumericLong NumericShort UndefinedTensorNumeric

tokenFile

TestParams TrainParams

tokenizer

SentenceTokenizer

tolFun

LBFGS

tolX

LBFGS

topBlocks

FPN

topk

DnnTensorUnsupportOperations QuantizedTensorUnsupported TensorMath

topology

Recurrent BatchNormTF BatchNormV2NCHWTF BatchNormV2NHWCTF Conv1D Conv2D Conv2D2 Conv2DWithoutBias DropoutTF FullConnectionTF FullConnectionWithoutBiasTF TensorflowToBigDL

topologySort

DirectedGraph

torchLayer

KerasLayerWrapper

totalNum

EvaluatedResult

totalPartition

BlockManagerParameterSynchronizer

trace

OptimizerLogger

train

Train TextClassifier ImageNetSeqFileGeneratorParams AbstractModule TrainingContext BigDLSessionImpl Session

trainDataSet

Cifar10DataSet ImageNetDataSet ResNetDataSet Utils

trainFromData

TextClassifier

trainMean

Utils Utils Utils Cifar10DataSet ImageNetDataSet Utils

trainParser

Utils Utils Utils Utils Options Utils Utils Utils Utils

trainStd

Utils Utils Utils Cifar10DataSet ImageNetDataSet Utils

trainSummary

Optimizer

trainTF

Attention Container RegionProposal TimeDistributed Transformer AbstractModule ResNet50PerfParams SpatialBatchNormalization

training

trainingModelDir

TrainParams

trainingSplit

TextClassificationUDFParams AbstractTextClassificationParams TextClassificationParams

trans

MV

transA

MM

transB

MM

transType

Kv2Tensor

transferlearning

tensorflow

transform

transformDF

MlUtils

transformImageFeature

transformImageFrame