[][src]Module tensorflow::ops

This module exposes functions for building standard operations.

This module currently requires the experimental_training feature.

Each operation has a struct which can be used as a builder and allows setting optional attributes:

This example is not tested
MatMul::new().transpose_a(true).build(a, b, &mut scope)?;

and a function which is shorter when no attributes need to be set:

This example is not tested
mat_mul(a, b, &mut scope)

Note that for some ops, the builder may always be required, because the op has required attributes with no default specified.

Structs

Abort

Builder for the Abort operation.

Abs

Builder for the Abs operation.

AccumulateNV2

Builder for the AccumulateNV2 operation.

AccumulatorApplyGradient

Builder for the AccumulatorApplyGradient operation.

AccumulatorNumAccumulated

Builder for the AccumulatorNumAccumulated operation.

AccumulatorSetGlobalStep

Builder for the AccumulatorSetGlobalStep operation.

AccumulatorTakeGradient

Builder for the AccumulatorTakeGradient operation.

Acos

Builder for the Acos operation.

Acosh

Builder for the Acosh operation.

Add

Builder for the Add operation.

AddManySparseToTensorsMap

Builder for the AddManySparseToTensorsMap operation.

AddN

Builder for the AddN operation.

AddSparseToTensorsMap

Builder for the AddSparseToTensorsMap operation.

AddV2

Builder for the AddV2 operation.

AdjustContrast

Builder for the AdjustContrast operation.

AdjustContrastv2

Builder for the AdjustContrastv2 operation.

AdjustHue

Builder for the AdjustHue operation.

AdjustSaturation

Builder for the AdjustSaturation operation.

All

Builder for the All operation.

AllCandidateSampler

Builder for the AllCandidateSampler operation.

Angle

Builder for the Angle operation.

AnonymousIterator

Builder for the AnonymousIterator operation.

Any

Builder for the Any operation.

ApplyAdaMax

Builder for the ApplyAdaMax operation.

ApplyAdadelta

Builder for the ApplyAdadelta operation.

ApplyAdagrad

Builder for the ApplyAdagrad operation.

ApplyAdagradDA

Builder for the ApplyAdagradDA operation.

ApplyAdam

Builder for the ApplyAdam operation.

ApplyAddSign

Builder for the ApplyAddSign operation.

ApplyCenteredRMSProp

Builder for the ApplyCenteredRMSProp operation.

ApplyFtrl

Builder for the ApplyFtrl operation.

ApplyFtrlV2

Builder for the ApplyFtrlV2 operation.

ApplyGradientDescent

Builder for the ApplyGradientDescent operation.

ApplyMomentum

Builder for the ApplyMomentum operation.

ApplyPowerSign

Builder for the ApplyPowerSign operation.

ApplyProximalAdagrad

Builder for the ApplyProximalAdagrad operation.

ApplyProximalGradientDescent

Builder for the ApplyProximalGradientDescent operation.

ApplyRMSProp

Builder for the ApplyRMSProp operation.

ApproximateEqual

Builder for the ApproximateEqual operation.

ArgMax

Builder for the ArgMax operation.

ArgMin

Builder for the ArgMin operation.

AsString

Builder for the AsString operation.

Asin

Builder for the Asin operation.

Asinh

Builder for the Asinh operation.

Assert

Builder for the Assert operation.

Assign

Builder for the Assign operation.

AssignAdd

Builder for the AssignAdd operation.

AssignAddVariableOp

Builder for the AssignAddVariableOp operation.

AssignSub

Builder for the AssignSub operation.

AssignSubVariableOp

Builder for the AssignSubVariableOp operation.

AssignVariableOp

Builder for the AssignVariableOp operation.

Atan

Builder for the Atan operation.

Atan2

Builder for the Atan2 operation.

Atanh

Builder for the Atanh operation.

AudioSpectrogram

Builder for the AudioSpectrogram operation.

AudioSummary

Builder for the AudioSummary operation.

AudioSummaryV2

Builder for the AudioSummaryV2 operation.

AvgPool

Builder for the AvgPool operation.

AvgPool3D

Builder for the AvgPool3D operation.

AvgPool3DGrad

Builder for the AvgPool3DGrad operation.

AvgPoolGrad

Builder for the AvgPoolGrad operation.

Barrier

Builder for the Barrier operation.

BarrierClose

Builder for the BarrierClose operation.

BarrierIncompleteSize

Builder for the BarrierIncompleteSize operation.

BarrierInsertMany

Builder for the BarrierInsertMany operation.

BarrierReadySize

Builder for the BarrierReadySize operation.

BarrierTakeMany

Builder for the BarrierTakeMany operation.

Batch

Builder for the Batch operation.

BatchCholesky

Builder for the BatchCholesky operation.

BatchCholeskyGrad

Builder for the BatchCholeskyGrad operation.

BatchDataset

Builder for the BatchDataset operation.

BatchDatasetV2

Builder for the BatchDatasetV2 operation.

BatchFFT

Builder for the BatchFFT operation.

BatchFFT2D

Builder for the BatchFFT2D operation.

BatchFFT3D

Builder for the BatchFFT3D operation.

BatchFunction

Builder for the BatchFunction operation.

BatchIFFT

Builder for the BatchIFFT operation.

BatchIFFT2D

Builder for the BatchIFFT2D operation.

BatchIFFT3D

Builder for the BatchIFFT3D operation.

BatchMatMul

Builder for the BatchMatMul operation.

BatchMatrixBandPart

Builder for the BatchMatrixBandPart operation.

BatchMatrixDeterminant

Builder for the BatchMatrixDeterminant operation.

BatchMatrixDiag

Builder for the BatchMatrixDiag operation.

BatchMatrixDiagPart

Builder for the BatchMatrixDiagPart operation.

BatchMatrixInverse

Builder for the BatchMatrixInverse operation.

BatchMatrixSetDiag

Builder for the BatchMatrixSetDiag operation.

BatchMatrixSolve

Builder for the BatchMatrixSolve operation.

BatchMatrixSolveLs

Builder for the BatchMatrixSolveLs operation.

BatchMatrixTriangularSolve

Builder for the BatchMatrixTriangularSolve operation.

BatchNormWithGlobalNormalization

Builder for the BatchNormWithGlobalNormalization operation.

BatchNormWithGlobalNormalizationGrad

Builder for the BatchNormWithGlobalNormalizationGrad operation.

BatchSelfAdjointEig

Builder for the BatchSelfAdjointEig operation.

BatchSelfAdjointEigV2

Builder for the BatchSelfAdjointEigV2 operation.

BatchSvd

Builder for the BatchSvd operation.

BatchToSpace

Builder for the BatchToSpace operation.

BatchToSpaceND

Builder for the BatchToSpaceND operation.

BesselI0e

Builder for the BesselI0e operation.

BesselI1e

Builder for the BesselI1e operation.

Betainc

Builder for the Betainc operation.

BiasAdd

Builder for the BiasAdd operation.

BiasAddGrad

Builder for the BiasAddGrad operation.

BiasAddV1

Builder for the BiasAddV1 operation.

Bincount

Builder for the Bincount operation.

Bitcast

Builder for the Bitcast operation.

BitwiseAnd

Builder for the BitwiseAnd operation.

BitwiseOr

Builder for the BitwiseOr operation.

BitwiseXor

Builder for the BitwiseXor operation.

BoostedTreesBucketize

Builder for the BoostedTreesBucketize operation.

BoostedTreesCalculateBestGainsPerFeature

Builder for the BoostedTreesCalculateBestGainsPerFeature operation.

BoostedTreesCenterBias

Builder for the BoostedTreesCenterBias operation.

BoostedTreesCreateEnsemble

Builder for the BoostedTreesCreateEnsemble operation.

BoostedTreesCreateQuantileStreamResource

Builder for the BoostedTreesCreateQuantileStreamResource operation.

BoostedTreesDeserializeEnsemble

Builder for the BoostedTreesDeserializeEnsemble operation.

BoostedTreesEnsembleResourceHandleOp

Builder for the BoostedTreesEnsembleResourceHandleOp operation.

BoostedTreesExampleDebugOutputs

Builder for the BoostedTreesExampleDebugOutputs operation.

BoostedTreesGetEnsembleStates

Builder for the BoostedTreesGetEnsembleStates operation.

BoostedTreesMakeQuantileSummaries

Builder for the BoostedTreesMakeQuantileSummaries operation.

BoostedTreesMakeStatsSummary

Builder for the BoostedTreesMakeStatsSummary operation.

BoostedTreesPredict

Builder for the BoostedTreesPredict operation.

BoostedTreesQuantileStreamResourceAddSummaries

Builder for the BoostedTreesQuantileStreamResourceAddSummaries operation.

BoostedTreesQuantileStreamResourceDeserialize

Builder for the BoostedTreesQuantileStreamResourceDeserialize operation.

BoostedTreesQuantileStreamResourceFlush

Builder for the BoostedTreesQuantileStreamResourceFlush operation.

BoostedTreesQuantileStreamResourceGetBucketBoundaries

Builder for the BoostedTreesQuantileStreamResourceGetBucketBoundaries operation.

BoostedTreesQuantileStreamResourceHandleOp

Builder for the BoostedTreesQuantileStreamResourceHandleOp operation.

BoostedTreesSerializeEnsemble

Builder for the BoostedTreesSerializeEnsemble operation.

BoostedTreesTrainingPredict

Builder for the BoostedTreesTrainingPredict operation.

BoostedTreesUpdateEnsemble

Builder for the BoostedTreesUpdateEnsemble operation.

BroadcastArgs

Builder for the BroadcastArgs operation.

BroadcastGradientArgs

Builder for the BroadcastGradientArgs operation.

BroadcastTo

Builder for the BroadcastTo operation.

Bucketize

Builder for the Bucketize operation.

CTCBeamSearchDecoder

Builder for the CTCBeamSearchDecoder operation.

CTCGreedyDecoder

Builder for the CTCGreedyDecoder operation.

CTCLoss

Builder for the CTCLoss operation.

CacheDataset

Builder for the CacheDataset operation.

Cast

Builder for the Cast operation.

Ceil

Builder for the Ceil operation.

CheckNumerics

Builder for the CheckNumerics operation.

Cholesky

Builder for the Cholesky operation.

CholeskyGrad

Builder for the CholeskyGrad operation.

ClipByValue

Builder for the ClipByValue operation.

CloseSummaryWriter

Builder for the CloseSummaryWriter operation.

CollectiveBcastRecv

Builder for the CollectiveBcastRecv operation.

CollectiveBcastSend

Builder for the CollectiveBcastSend operation.

CollectiveReduce

Builder for the CollectiveReduce operation.

CompareAndBitpack

Builder for the CompareAndBitpack operation.

Complex

Builder for the Complex operation.

ComplexAbs

Builder for the ComplexAbs operation.

ComputeAccidentalHits

Builder for the ComputeAccidentalHits operation.

Concat

Builder for the Concat operation.

ConcatOffset

Builder for the ConcatOffset operation.

ConcatV2

Builder for the ConcatV2 operation.

ConcatenateDataset

Builder for the ConcatenateDataset operation.

ConditionalAccumulator

Builder for the ConditionalAccumulator operation.

Conj

Builder for the Conj operation.

ConjugateTranspose

Builder for the ConjugateTranspose operation.

Const

Builder for the Const operation.

ConsumeMutexLock

Builder for the ConsumeMutexLock operation.

ControlTrigger

Builder for the ControlTrigger operation.

Conv2D

Builder for the Conv2D operation.

Conv2DBackpropFilter

Builder for the Conv2DBackpropFilter operation.

Conv2DBackpropInput

Builder for the Conv2DBackpropInput operation.

Conv3D

Builder for the Conv3D operation.

Conv3DBackpropFilter

Builder for the Conv3DBackpropFilter operation.

Conv3DBackpropInput

Builder for the Conv3DBackpropInput operation.

Conv3DBackpropFilterV2

Builder for the Conv3DBackpropFilterV2 operation.

Conv3DBackpropInputV2

Builder for the Conv3DBackpropInputV2 operation.

Copy

Builder for the Copy operation.

CopyHost

Builder for the CopyHost operation.

Cos

Builder for the Cos operation.

Cosh

Builder for the Cosh operation.

CountUpTo

Builder for the CountUpTo operation.

CreateSummaryDbWriter

Builder for the CreateSummaryDbWriter operation.

CreateSummaryFileWriter

Builder for the CreateSummaryFileWriter operation.

CropAndResize

Builder for the CropAndResize operation.

CropAndResizeGradBoxes

Builder for the CropAndResizeGradBoxes operation.

CropAndResizeGradImage

Builder for the CropAndResizeGradImage operation.

Cross

Builder for the Cross operation.

CudnnRNN

Builder for the CudnnRNN operation.

CudnnRNNBackprop

Builder for the CudnnRNNBackprop operation.

CudnnRNNBackpropV2

Builder for the CudnnRNNBackpropV2 operation.

CudnnRNNCanonicalToParams

Builder for the CudnnRNNCanonicalToParams operation.

CudnnRNNParamsSize

Builder for the CudnnRNNParamsSize operation.

CudnnRNNParamsToCanonical

Builder for the CudnnRNNParamsToCanonical operation.

CudnnRNNV2

Builder for the CudnnRNNV2 operation.

Cumprod

Builder for the Cumprod operation.

Cumsum

Builder for the Cumsum operation.

DataFormatDimMap

Builder for the DataFormatDimMap operation.

DataFormatVecPermute

Builder for the DataFormatVecPermute operation.

DatasetToGraph

Builder for the DatasetToGraph operation.

DatasetToSingleElement

Builder for the DatasetToSingleElement operation.

DebugGradientIdentity

Builder for the DebugGradientIdentity operation.

DebugGradientRefIdentity

Builder for the DebugGradientRefIdentity operation.

DebugIdentity

Builder for the DebugIdentity operation.

DebugNanCount

Builder for the DebugNanCount operation.

DebugNumericSummary

Builder for the DebugNumericSummary operation.

DecodeAndCropJpeg

Builder for the DecodeAndCropJpeg operation.

DecodeBase64

Builder for the DecodeBase64 operation.

DecodeBmp

Builder for the DecodeBmp operation.

DecodeCSV

Builder for the DecodeCSV operation.

DecodeCompressed

Builder for the DecodeCompressed operation.

DecodeGif

Builder for the DecodeGif operation.

DecodeJSONExample

Builder for the DecodeJSONExample operation.

DecodeJpeg

Builder for the DecodeJpeg operation.

DecodePng

Builder for the DecodePng operation.

DecodeProtoV2

Builder for the DecodeProtoV2 operation.

DecodeRaw

Builder for the DecodeRaw operation.

DecodeWav

Builder for the DecodeWav operation.

DeepCopy

Builder for the DeepCopy operation.

DeleteSessionTensor

Builder for the DeleteSessionTensor operation.

DenseToDenseSetOperation

Builder for the DenseToDenseSetOperation operation.

DenseToSparseSetOperation

Builder for the DenseToSparseSetOperation operation.

DepthToSpace

Builder for the DepthToSpace operation.

DepthwiseConv2dNative

Builder for the DepthwiseConv2dNative operation.

DepthwiseConv2dNativeBackpropFilter

Builder for the DepthwiseConv2dNativeBackpropFilter operation.

DepthwiseConv2dNativeBackpropInput

Builder for the DepthwiseConv2dNativeBackpropInput operation.

Dequantize

Builder for the Dequantize operation.

DeserializeIterator

Builder for the DeserializeIterator operation.

DeserializeManySparse

Builder for the DeserializeManySparse operation.

DeserializeSparse

Builder for the DeserializeSparse operation.

DestroyResourceOp

Builder for the DestroyResourceOp operation.

DestroyTemporaryVariable

Builder for the DestroyTemporaryVariable operation.

Diag

Builder for the Diag operation.

DiagPart

Builder for the DiagPart operation.

Digamma

Builder for the Digamma operation.

Dilation2D

Builder for the Dilation2D operation.

Dilation2DBackpropFilter

Builder for the Dilation2DBackpropFilter operation.

Dilation2DBackpropInput

Builder for the Dilation2DBackpropInput operation.

Div

Builder for the Div operation.

DivNoNan

Builder for the DivNoNan operation.

DrawBoundingBoxes

Builder for the DrawBoundingBoxes operation.

DynamicPartition

Builder for the DynamicPartition operation.

DynamicStitch

Builder for the DynamicStitch operation.

EagerPyFunc

Builder for the EagerPyFunc operation.

EditDistance

Builder for the EditDistance operation.

Elu

Builder for the Elu operation.

EluGrad

Builder for the EluGrad operation.

Empty

Builder for the Empty operation.

EmptyTensorList

Builder for the EmptyTensorList operation.

EncodeBase64

Builder for the EncodeBase64 operation.

EncodeJpeg

Builder for the EncodeJpeg operation.

EncodePng

Builder for the EncodePng operation.

EncodeProto

Builder for the EncodeProto operation.

EncodeWav

Builder for the EncodeWav operation.

EnsureShape

Builder for the EnsureShape operation.

Enter

Builder for the Enter operation.

Equal

Builder for the Equal operation.

Erf

Builder for the Erf operation.

Erfc

Builder for the Erfc operation.

Exit

Builder for the Exit operation.

Exp

Builder for the Exp operation.

ExpandDims

Builder for the ExpandDims operation.

ExperimentalAssertNextDataset

Builder for the ExperimentalAssertNextDataset operation.

ExperimentalBytesProducedStatsDataset

Builder for the ExperimentalBytesProducedStatsDataset operation.

ExperimentalCSVDataset

Builder for the ExperimentalCSVDataset operation.

ExperimentalDatasetCardinality

Builder for the ExperimentalDatasetCardinality operation.

ExperimentalDatasetToTFRecord

Builder for the ExperimentalDatasetToTFRecord operation.

ExperimentalDenseToSparseBatchDataset

Builder for the ExperimentalDenseToSparseBatchDataset operation.

ExperimentalDirectedInterleaveDataset

Builder for the ExperimentalDirectedInterleaveDataset operation.

ExperimentalGroupByReducerDataset

Builder for the ExperimentalGroupByReducerDataset operation.

ExperimentalGroupByWindowDataset

Builder for the ExperimentalGroupByWindowDataset operation.

ExperimentalIdentityIndexedDataset

Builder for the ExperimentalIdentityIndexedDataset operation.

ExperimentalIgnoreErrorsDataset

Builder for the ExperimentalIgnoreErrorsDataset operation.

ExperimentalIndexedDatasetGet

Builder for the ExperimentalIndexedDatasetGet operation.

ExperimentalIndexedDatasetMaterialize

Builder for the ExperimentalIndexedDatasetMaterialize operation.

ExperimentalIteratorGetDevice

Builder for the ExperimentalIteratorGetDevice operation.

ExperimentalLMDBDataset

Builder for the ExperimentalLMDBDataset operation.

ExperimentalLatencyStatsDataset

Builder for the ExperimentalLatencyStatsDataset operation.

ExperimentalMapAndBatchDataset

Builder for the ExperimentalMapAndBatchDataset operation.

ExperimentalMapDataset

Builder for the ExperimentalMapDataset operation.

ExperimentalMatchingFilesDataset

Builder for the ExperimentalMatchingFilesDataset operation.

ExperimentalMaterializedIndexDatasetHandle

Builder for the ExperimentalMaterializedIndexDatasetHandle operation.

ExperimentalMaxIntraOpParallelismDataset

Builder for the ExperimentalMaxIntraOpParallelismDataset operation.

ExperimentalNonSerializableDataset

Builder for the ExperimentalNonSerializableDataset operation.

ExperimentalNumaMapAndBatchDataset

Builder for the ExperimentalNumaMapAndBatchDataset operation.

ExperimentalParallelInterleaveDataset

Builder for the ExperimentalParallelInterleaveDataset operation.

ExperimentalParseExampleDataset

Builder for the ExperimentalParseExampleDataset operation.

ExperimentalPrivateThreadPoolDataset

Builder for the ExperimentalPrivateThreadPoolDataset operation.

ExperimentalRandomDataset

Builder for the ExperimentalRandomDataset operation.

ExperimentalScanDataset

Builder for the ExperimentalScanDataset operation.

ExperimentalSetStatsAggregatorDataset

Builder for the ExperimentalSetStatsAggregatorDataset operation.

ExperimentalSleepDataset

Builder for the ExperimentalSleepDataset operation.

ExperimentalSlidingWindowDataset

Builder for the ExperimentalSlidingWindowDataset operation.

ExperimentalSqlDataset

Builder for the ExperimentalSqlDataset operation.

ExperimentalStatsAggregatorHandle

Builder for the ExperimentalStatsAggregatorHandle operation.

ExperimentalStatsAggregatorSummary

Builder for the ExperimentalStatsAggregatorSummary operation.

ExperimentalThreadPoolDataset

Builder for the ExperimentalThreadPoolDataset operation.

ExperimentalThreadPoolHandle

Builder for the ExperimentalThreadPoolHandle operation.

ExperimentalUnbatchDataset

Builder for the ExperimentalUnbatchDataset operation.

ExperimentalUniqueDataset

Builder for the ExperimentalUniqueDataset operation.

Expm1

Builder for the Expm1 operation.

ExtractGlimpse

Builder for the ExtractGlimpse operation.

ExtractImagePatches

Builder for the ExtractImagePatches operation.

ExtractJpegShape

Builder for the ExtractJpegShape operation.

ExtractVolumePatches

Builder for the ExtractVolumePatches operation.

FFT

Builder for the FFT operation.

FFT2D

Builder for the FFT2D operation.

FFT3D

Builder for the FFT3D operation.

FIFOQueue

Builder for the FIFOQueue operation.

FIFOQueueV2

Builder for the FIFOQueueV2 operation.

Fact

Builder for the Fact operation.

FakeParam

Builder for the FakeParam operation.

FakeQuantWithMinMaxArgs

Builder for the FakeQuantWithMinMaxArgs operation.

FakeQuantWithMinMaxArgsGradient

Builder for the FakeQuantWithMinMaxArgsGradient operation.

FakeQuantWithMinMaxVars

Builder for the FakeQuantWithMinMaxVars operation.

FakeQuantWithMinMaxVarsGradient

Builder for the FakeQuantWithMinMaxVarsGradient operation.

FakeQuantWithMinMaxVarsPerChannel

Builder for the FakeQuantWithMinMaxVarsPerChannel operation.

FakeQuantWithMinMaxVarsPerChannelGradient

Builder for the FakeQuantWithMinMaxVarsPerChannelGradient operation.

FakeQueue

Builder for the FakeQueue operation.

Fill

Builder for the Fill operation.

FilterByLastComponentDataset

Builder for the FilterByLastComponentDataset operation.

FilterDataset

Builder for the FilterDataset operation.

FixedLengthRecordDataset

Builder for the FixedLengthRecordDataset operation.

FixedLengthRecordDatasetV2

Builder for the FixedLengthRecordDatasetV2 operation.

FixedLengthRecordReader

Builder for the FixedLengthRecordReader operation.

FixedLengthRecordReaderV2

Builder for the FixedLengthRecordReaderV2 operation.

FixedUnigramCandidateSampler

Builder for the FixedUnigramCandidateSampler operation.

FlatMapDataset

Builder for the FlatMapDataset operation.

Floor

Builder for the Floor operation.

FloorDiv

Builder for the FloorDiv operation.

FloorMod

Builder for the FloorMod operation.

FlushSummaryWriter

Builder for the FlushSummaryWriter operation.

For

Builder for the For operation.

FractionalAvgPool

Builder for the FractionalAvgPool operation.

FractionalAvgPoolGrad

Builder for the FractionalAvgPoolGrad operation.

FractionalMaxPool

Builder for the FractionalMaxPool operation.

FractionalMaxPoolGrad

Builder for the FractionalMaxPoolGrad operation.

FusedBatchNorm

Builder for the FusedBatchNorm operation.

FusedBatchNormGrad

Builder for the FusedBatchNormGrad operation.

FusedBatchNormGradV2

Builder for the FusedBatchNormGradV2 operation.

FusedBatchNormV2

Builder for the FusedBatchNormV2 operation.

FusedPadConv2D

Builder for the FusedPadConv2D operation.

FusedResizeAndPadConv2D

Builder for the FusedResizeAndPadConv2D operation.

Gather

Builder for the Gather operation.

GatherNd

Builder for the GatherNd operation.

GatherV2

Builder for the GatherV2 operation.

GenerateVocabRemapping

Builder for the GenerateVocabRemapping operation.

GeneratorDataset

Builder for the GeneratorDataset operation.

GetSessionHandle

Builder for the GetSessionHandle operation.

GetSessionHandleV2

Builder for the GetSessionHandleV2 operation.

GetSessionTensor

Builder for the GetSessionTensor operation.

Greater

Builder for the Greater operation.

GreaterEqual

Builder for the GreaterEqual operation.

GuaranteeConst

Builder for the GuaranteeConst operation.

HSVToRGB

Builder for the HSVToRGB operation.

HashTable

Builder for the HashTable operation.

HashTableV2

Builder for the HashTableV2 operation.

HistogramFixedWidth

Builder for the HistogramFixedWidth operation.

HistogramSummary

Builder for the HistogramSummary operation.

HostConst

Builder for the HostConst operation.

IFFT

Builder for the IFFT operation.

IFFT2D

Builder for the IFFT2D operation.

IFFT3D

Builder for the IFFT3D operation.

IRFFT

Builder for the IRFFT operation.

IRFFT2D

Builder for the IRFFT2D operation.

IRFFT3D

Builder for the IRFFT3D operation.

Identity

Builder for the Identity operation.

IdentityN

Builder for the IdentityN operation.

IdentityReader

Builder for the IdentityReader operation.

IdentityReaderV2

Builder for the IdentityReaderV2 operation.

If

Builder for the If operation.

Igamma

Builder for the Igamma operation.

IgammaGradA

Builder for the IgammaGradA operation.

Igammac

Builder for the Igammac operation.

Imag

Builder for the Imag operation.

ImageSummary

Builder for the ImageSummary operation.

ImmutableConst

Builder for the ImmutableConst operation.

ImportEvent

Builder for the ImportEvent operation.

InTopK

Builder for the InTopK operation.

InTopKV2

Builder for the InTopKV2 operation.

InitializeTable

Builder for the InitializeTable operation.

InitializeTableFromTextFile

Builder for the InitializeTableFromTextFile operation.

InitializeTableFromTextFileV2

Builder for the InitializeTableFromTextFileV2 operation.

InitializeTableV2

Builder for the InitializeTableV2 operation.

InplaceAdd

Builder for the InplaceAdd operation.

InplaceSub

Builder for the InplaceSub operation.

InplaceUpdate

Builder for the InplaceUpdate operation.

InterleaveDataset

Builder for the InterleaveDataset operation.

Inv

Builder for the Inv operation.

InvGrad

Builder for the InvGrad operation.

Invert

Builder for the Invert operation.

InvertPermutation

Builder for the InvertPermutation operation.

IsBoostedTreesEnsembleInitialized

Builder for the IsBoostedTreesEnsembleInitialized operation.

IsBoostedTreesQuantileStreamResourceInitialized

Builder for the IsBoostedTreesQuantileStreamResourceInitialized operation.

IsFinite

Builder for the IsFinite operation.

IsInf

Builder for the IsInf operation.

IsNan

Builder for the IsNan operation.

IsVariableInitialized

Builder for the IsVariableInitialized operation.

Iterator

Builder for the Iterator operation.

IteratorFromStringHandle

Builder for the IteratorFromStringHandle operation.

IteratorFromStringHandleV2

Builder for the IteratorFromStringHandleV2 operation.

IteratorGetNext

Builder for the IteratorGetNext operation.

IteratorGetNextAsOptional

Builder for the IteratorGetNextAsOptional operation.

IteratorGetNextSync

Builder for the IteratorGetNextSync operation.

IteratorToStringHandle

Builder for the IteratorToStringHandle operation.

IteratorV2

Builder for the IteratorV2 operation.

L2Loss

Builder for the L2Loss operation.

LMDBReader

Builder for the LMDBReader operation.

LRN

Builder for the LRN operation.

LRNGrad

Builder for the LRNGrad operation.

LeakyRelu

Builder for the LeakyRelu operation.

LeakyReluGrad

Builder for the LeakyReluGrad operation.

LearnedUnigramCandidateSampler

Builder for the LearnedUnigramCandidateSampler operation.

LeftShift

Builder for the LeftShift operation.

Less

Builder for the Less operation.

LessEqual

Builder for the LessEqual operation.

Lgamma

Builder for the Lgamma operation.

LinSpace

Builder for the LinSpace operation.

ListDiff

Builder for the ListDiff operation.

LoadAndRemapMatrix

Builder for the LoadAndRemapMatrix operation.

Log

Builder for the Log operation.

Log1p

Builder for the Log1p operation.

LogMatrixDeterminant

Builder for the LogMatrixDeterminant operation.

LogSoftmax

Builder for the LogSoftmax operation.

LogUniformCandidateSampler

Builder for the LogUniformCandidateSampler operation.

LogicalAnd

Builder for the LogicalAnd operation.

LogicalNot

Builder for the LogicalNot operation.

LogicalOr

Builder for the LogicalOr operation.

LookupTableExport

Builder for the LookupTableExport operation.

LookupTableExportV2

Builder for the LookupTableExportV2 operation.

LookupTableFind

Builder for the LookupTableFind operation.

LookupTableFindV2

Builder for the LookupTableFindV2 operation.

LookupTableImport

Builder for the LookupTableImport operation.

LookupTableImportV2

Builder for the LookupTableImportV2 operation.

LookupTableInsert

Builder for the LookupTableInsert operation.

LookupTableInsertV2

Builder for the LookupTableInsertV2 operation.

LookupTableRemoveV2

Builder for the LookupTableRemoveV2 operation.

LookupTableSize

Builder for the LookupTableSize operation.

LookupTableSizeV2

Builder for the LookupTableSizeV2 operation.

LoopCond

Builder for the LoopCond operation.

LowerBound

Builder for the LowerBound operation.

Lu

Builder for the Lu operation.

MakeIterator

Builder for the MakeIterator operation.

MapClear

Builder for the MapClear operation.

MapDataset

Builder for the MapDataset operation.

MapDefun

Builder for the MapDefun operation.

MapIncompleteSize

Builder for the MapIncompleteSize operation.

MapPeek

Builder for the MapPeek operation.

MapSize

Builder for the MapSize operation.

MapStage

Builder for the MapStage operation.

MapUnstage

Builder for the MapUnstage operation.

MapUnstageNoKey

Builder for the MapUnstageNoKey operation.

MatMul

Builder for the MatMul operation.

MatchingFiles

Builder for the MatchingFiles operation.

MatrixBandPart

Builder for the MatrixBandPart operation.

MatrixDeterminant

Builder for the MatrixDeterminant operation.

MatrixDiag

Builder for the MatrixDiag operation.

MatrixDiagPart

Builder for the MatrixDiagPart operation.

MatrixExponential

Builder for the MatrixExponential operation.

MatrixInverse

Builder for the MatrixInverse operation.

MatrixLogarithm

Builder for the MatrixLogarithm operation.

MatrixSetDiag

Builder for the MatrixSetDiag operation.

MatrixSolve

Builder for the MatrixSolve operation.

MatrixSolveLs

Builder for the MatrixSolveLs operation.

MatrixSquareRoot

Builder for the MatrixSquareRoot operation.

MatrixTriangularSolve

Builder for the MatrixTriangularSolve operation.

Max

Builder for the Max operation.

MaxPool

Builder for the MaxPool operation.

MaxPool3D

Builder for the MaxPool3D operation.

MaxPool3DGrad

Builder for the MaxPool3DGrad operation.

MaxPool3DGradGrad

Builder for the MaxPool3DGradGrad operation.

MaxPoolGrad

Builder for the MaxPoolGrad operation.

MaxPoolGradGrad

Builder for the MaxPoolGradGrad operation.

MaxPoolGradGradV2

Builder for the MaxPoolGradGradV2 operation.

MaxPoolGradGradWithArgmax

Builder for the MaxPoolGradGradWithArgmax operation.

MaxPoolGradV2

Builder for the MaxPoolGradV2 operation.

MaxPoolGradWithArgmax

Builder for the MaxPoolGradWithArgmax operation.

MaxPoolV2

Builder for the MaxPoolV2 operation.

MaxPoolWithArgmax

Builder for the MaxPoolWithArgmax operation.

Maximum

Builder for the Maximum operation.

Mean

Builder for the Mean operation.

Merge

Builder for the Merge operation.

MergeSummary

Builder for the MergeSummary operation.

MergeV2Checkpoints

Builder for the MergeV2Checkpoints operation.

Mfcc

Builder for the Mfcc operation.

Min

Builder for the Min operation.

Minimum

Builder for the Minimum operation.

MirrorPad

Builder for the MirrorPad operation.

MirrorPadGrad

Builder for the MirrorPadGrad operation.

Mod

Builder for the Mod operation.

ModelDataset

Builder for the ModelDataset operation.

Mul

Builder for the Mul operation.

MultiDeviceIterator

Builder for the MultiDeviceIterator operation.

MultiDeviceIteratorFromStringHandle

Builder for the MultiDeviceIteratorFromStringHandle operation.

MultiDeviceIteratorGetNextFromShard

Builder for the MultiDeviceIteratorGetNextFromShard operation.

MultiDeviceIteratorInit

Builder for the MultiDeviceIteratorInit operation.

MultiDeviceIteratorToStringHandle

Builder for the MultiDeviceIteratorToStringHandle operation.

Multinomial

Builder for the Multinomial operation.

Multiply

Builder for the Mul operation.

MutableDenseHashTable

Builder for the MutableDenseHashTable operation.

MutableDenseHashTableV2

Builder for the MutableDenseHashTableV2 operation.

MutableHashTable

Builder for the MutableHashTable operation.

MutableHashTableOfTensors

Builder for the MutableHashTableOfTensors operation.

MutableHashTableOfTensorsV2

Builder for the MutableHashTableOfTensorsV2 operation.

MutableHashTableV2

Builder for the MutableHashTableV2 operation.

MutexLock

Builder for the MutexLock operation.

MutexV2

Builder for the MutexV2 operation.

NcclAllReduce

Builder for the NcclAllReduce operation.

NcclBroadcast

Builder for the NcclBroadcast operation.

NcclReduce

Builder for the NcclReduce operation.

Neg

Builder for the Neg operation.

NegTrain

Builder for the NegTrain operation.

NextIteration

Builder for the NextIteration operation.

NoOp

Builder for the NoOp operation.

NonMaxSuppression

Builder for the NonMaxSuppression operation.

NonMaxSuppressionV2

Builder for the NonMaxSuppressionV2 operation.

NonMaxSuppressionV3

Builder for the NonMaxSuppressionV3 operation.

NonMaxSuppressionV4

Builder for the NonMaxSuppressionV4 operation.

NonMaxSuppressionWithOverlaps

Builder for the NonMaxSuppressionWithOverlaps operation.

NotEqual

Builder for the NotEqual operation.

NthElement

Builder for the NthElement operation.

OneHot

Builder for the OneHot operation.

OneShotIterator

Builder for the OneShotIterator operation.

OnesLike

Builder for the OnesLike operation.

OptimizeDataset

Builder for the OptimizeDataset operation.

OptionalFromValue

Builder for the OptionalFromValue operation.

OptionalGetValue

Builder for the OptionalGetValue operation.

OptionalHasValue

Builder for the OptionalHasValue operation.

OptionalNone

Builder for the OptionalNone operation.

OrderedMapClear

Builder for the OrderedMapClear operation.

OrderedMapIncompleteSize

Builder for the OrderedMapIncompleteSize operation.

OrderedMapPeek

Builder for the OrderedMapPeek operation.

OrderedMapSize

Builder for the OrderedMapSize operation.

OrderedMapStage

Builder for the OrderedMapStage operation.

OrderedMapUnstage

Builder for the OrderedMapUnstage operation.

OrderedMapUnstageNoKey

Builder for the OrderedMapUnstageNoKey operation.

Pack

Builder for the Pack operation.

Pad

Builder for the Pad operation.

PadV2

Builder for the PadV2 operation.

PaddedBatchDataset

Builder for the PaddedBatchDataset operation.

PaddedBatchDatasetV2

Builder for the PaddedBatchDatasetV2 operation.

PaddingFIFOQueue

Builder for the PaddingFIFOQueue operation.

PaddingFIFOQueueV2

Builder for the PaddingFIFOQueueV2 operation.

ParallelConcat

Builder for the ParallelConcat operation.

ParallelDynamicStitch

Builder for the ParallelDynamicStitch operation.

ParallelInterleaveDatasetV2

Builder for the ParallelInterleaveDatasetV2 operation.

ParallelMapDataset

Builder for the ParallelMapDataset operation.

ParameterizedTruncatedNormal

Builder for the ParameterizedTruncatedNormal operation.

ParseExample

Builder for the ParseExample operation.

ParseSequenceExample

Builder for the ParseSequenceExample operation.

ParseSingleExample

Builder for the ParseSingleExample operation.

ParseSingleSequenceExample

Builder for the ParseSingleSequenceExample operation.

ParseTensor

Builder for the ParseTensor operation.

PartitionedCall

Builder for the PartitionedCall operation.

Placeholder

Builder for the Placeholder operation.

PlaceholderV2

Builder for the PlaceholderV2 operation.

PlaceholderWithDefault

Builder for the PlaceholderWithDefault operation.

Polygamma

Builder for the Polygamma operation.

PopulationCount

Builder for the PopulationCount operation.

Pow

Builder for the Pow operation.

PrefetchDataset

Builder for the PrefetchDataset operation.

PreventGradient

Builder for the PreventGradient operation.

Print

Builder for the Print operation.

PrintV2

Builder for the PrintV2 operation.

PriorityQueue

Builder for the PriorityQueue operation.

PriorityQueueV2

Builder for the PriorityQueueV2 operation.

Prod

Builder for the Prod operation.

PyFunc

Builder for the PyFunc operation.

PyFuncStateless

Builder for the PyFuncStateless operation.

Qr

Builder for the Qr operation.

QuantizeAndDequantize

Builder for the QuantizeAndDequantize operation.

QuantizeAndDequantizeV2

Builder for the QuantizeAndDequantizeV2 operation.

QuantizeAndDequantizeV3

Builder for the QuantizeAndDequantizeV3 operation.

QuantizeDownAndShrinkRange

Builder for the QuantizeDownAndShrinkRange operation.

QuantizeV2

Builder for the QuantizeV2 operation.

QuantizedAdd

Builder for the QuantizedAdd operation.

QuantizedAvgPool

Builder for the QuantizedAvgPool operation.

QuantizedBatchNormWithGlobalNormalization

Builder for the QuantizedBatchNormWithGlobalNormalization operation.

QuantizedBiasAdd

Builder for the QuantizedBiasAdd operation.

QuantizedConcat

Builder for the QuantizedConcat operation.

QuantizedConv2D

Builder for the QuantizedConv2D operation.

QuantizedInstanceNorm

Builder for the QuantizedInstanceNorm operation.

QuantizedMatMul

Builder for the QuantizedMatMul operation.

QuantizedMaxPool

Builder for the QuantizedMaxPool operation.

QuantizedMul

Builder for the QuantizedMul operation.

QuantizedRelu

Builder for the QuantizedRelu operation.

QuantizedRelu6

Builder for the QuantizedRelu6 operation.

QuantizedReluX

Builder for the QuantizedReluX operation.

QuantizedReshape

Builder for the QuantizedReshape operation.

QuantizedResizeBilinear

Builder for the QuantizedResizeBilinear operation.

QueueClose

Builder for the QueueClose operation.

QueueCloseV2

Builder for the QueueCloseV2 operation.

QueueDequeue

Builder for the QueueDequeue operation.

QueueDequeueMany

Builder for the QueueDequeueMany operation.

QueueDequeueManyV2

Builder for the QueueDequeueManyV2 operation.

QueueDequeueUpTo

Builder for the QueueDequeueUpTo operation.

QueueDequeueUpToV2

Builder for the QueueDequeueUpToV2 operation.

QueueDequeueV2

Builder for the QueueDequeueV2 operation.

QueueEnqueue

Builder for the QueueEnqueue operation.

QueueEnqueueMany

Builder for the QueueEnqueueMany operation.

QueueEnqueueManyV2

Builder for the QueueEnqueueManyV2 operation.

QueueEnqueueV2

Builder for the QueueEnqueueV2 operation.

QueueIsClosed

Builder for the QueueIsClosed operation.

QueueIsClosedV2

Builder for the QueueIsClosedV2 operation.

QueueSize

Builder for the QueueSize operation.

QueueSizeV2

Builder for the QueueSizeV2 operation.

RFFT

Builder for the RFFT operation.

RFFT2D

Builder for the RFFT2D operation.

RFFT3D

Builder for the RFFT3D operation.

RGBToHSV

Builder for the RGBToHSV operation.

RaggedGather

Builder for the RaggedGather operation.

RaggedRange

Builder for the RaggedRange operation.

RaggedTensorToSparse

Builder for the RaggedTensorToSparse operation.

RandomCrop

Builder for the RandomCrop operation.

RandomGamma

Builder for the RandomGamma operation.

RandomGammaGrad

Builder for the RandomGammaGrad operation.

RandomNormal

Builder for the RandomStandardNormal operation.

RandomPoisson

Builder for the RandomPoisson operation.

RandomPoissonV2

Builder for the RandomPoissonV2 operation.

RandomShuffle

Builder for the RandomShuffle operation.

RandomShuffleQueue

Builder for the RandomShuffleQueue operation.

RandomShuffleQueueV2

Builder for the RandomShuffleQueueV2 operation.

RandomStandardNormal

Builder for the RandomStandardNormal operation.

RandomUniform

Builder for the RandomUniform operation.

RandomUniformInt

Builder for the RandomUniformInt operation.

Range

Builder for the Range operation.

RangeDataset

Builder for the RangeDataset operation.

Rank

Builder for the Rank operation.

ReadFile

Builder for the ReadFile operation.

ReadVariableOp

Builder for the ReadVariableOp operation.

ReaderNumRecordsProduced

Builder for the ReaderNumRecordsProduced operation.

ReaderNumRecordsProducedV2

Builder for the ReaderNumRecordsProducedV2 operation.

ReaderNumWorkUnitsCompleted

Builder for the ReaderNumWorkUnitsCompleted operation.

ReaderNumWorkUnitsCompletedV2

Builder for the ReaderNumWorkUnitsCompletedV2 operation.

ReaderRead

Builder for the ReaderRead operation.

ReaderReadUpTo

Builder for the ReaderReadUpTo operation.

ReaderReadUpToV2

Builder for the ReaderReadUpToV2 operation.

ReaderReadV2

Builder for the ReaderReadV2 operation.

ReaderReset

Builder for the ReaderReset operation.

ReaderResetV2

Builder for the ReaderResetV2 operation.

ReaderRestoreState

Builder for the ReaderRestoreState operation.

ReaderRestoreStateV2

Builder for the ReaderRestoreStateV2 operation.

ReaderSerializeState

Builder for the ReaderSerializeState operation.

ReaderSerializeStateV2

Builder for the ReaderSerializeStateV2 operation.

Real

Builder for the Real operation.

RealDiv

Builder for the RealDiv operation.

Reciprocal

Builder for the Reciprocal operation.

ReciprocalGrad

Builder for the ReciprocalGrad operation.

RecordInput

Builder for the RecordInput operation.

ReduceDataset

Builder for the ReduceDataset operation.

ReduceJoin

Builder for the ReduceJoin operation.

RefEnter

Builder for the RefEnter operation.

RefExit

Builder for the RefExit operation.

RefIdentity

Builder for the RefIdentity operation.

RefMerge

Builder for the RefMerge operation.

RefNextIteration

Builder for the RefNextIteration operation.

RefSelect

Builder for the RefSelect operation.

RefSwitch

Builder for the RefSwitch operation.

RegexFullMatch

Builder for the RegexFullMatch operation.

RegexReplace

Builder for the RegexReplace operation.

Relu

Builder for the Relu operation.

Relu6

Builder for the Relu6 operation.

Relu6Grad

Builder for the Relu6Grad operation.

ReluGrad

Builder for the ReluGrad operation.

RemoteCall

Builder for the RemoteCall operation.

RemoteFusedGraphExecute

Builder for the RemoteFusedGraphExecute operation.

RepeatDataset

Builder for the RepeatDataset operation.

RequantizationRange

Builder for the RequantizationRange operation.

Requantize

Builder for the Requantize operation.

Reshape

Builder for the Reshape operation.

ResizeArea

Builder for the ResizeArea operation.

ResizeBicubic

Builder for the ResizeBicubic operation.

ResizeBicubicGrad

Builder for the ResizeBicubicGrad operation.

ResizeBilinear

Builder for the ResizeBilinear operation.

ResizeBilinearGrad

Builder for the ResizeBilinearGrad operation.

ResizeNearestNeighbor

Builder for the ResizeNearestNeighbor operation.

ResizeNearestNeighborGrad

Builder for the ResizeNearestNeighborGrad operation.

ResourceApplyAdaMax

Builder for the ResourceApplyAdaMax operation.

ResourceApplyAdadelta

Builder for the ResourceApplyAdadelta operation.

ResourceApplyAdagrad

Builder for the ResourceApplyAdagrad operation.

ResourceApplyAdagradDA

Builder for the ResourceApplyAdagradDA operation.

ResourceApplyAdam

Builder for the ResourceApplyAdam operation.

ResourceApplyAdamWithAmsgrad

Builder for the ResourceApplyAdamWithAmsgrad operation.

ResourceApplyAddSign

Builder for the ResourceApplyAddSign operation.

ResourceApplyCenteredRMSProp

Builder for the ResourceApplyCenteredRMSProp operation.

ResourceApplyFtrl

Builder for the ResourceApplyFtrl operation.

ResourceApplyFtrlV2

Builder for the ResourceApplyFtrlV2 operation.

ResourceApplyGradientDescent

Builder for the ResourceApplyGradientDescent operation.

ResourceApplyKerasMomentum

Builder for the ResourceApplyKerasMomentum operation.

ResourceApplyMomentum

Builder for the ResourceApplyMomentum operation.

ResourceApplyPowerSign

Builder for the ResourceApplyPowerSign operation.

ResourceApplyProximalAdagrad

Builder for the ResourceApplyProximalAdagrad operation.

ResourceApplyProximalGradientDescent

Builder for the ResourceApplyProximalGradientDescent operation.

ResourceApplyRMSProp

Builder for the ResourceApplyRMSProp operation.

ResourceCountUpTo

Builder for the ResourceCountUpTo operation.

ResourceGather

Builder for the ResourceGather operation.

ResourceScatterAdd

Builder for the ResourceScatterAdd operation.

ResourceScatterDiv

Builder for the ResourceScatterDiv operation.

ResourceScatterMax

Builder for the ResourceScatterMax operation.

ResourceScatterMin

Builder for the ResourceScatterMin operation.

ResourceScatterMul

Builder for the ResourceScatterMul operation.

ResourceScatterNdAdd

Builder for the ResourceScatterNdAdd operation.

ResourceScatterNdUpdate

Builder for the ResourceScatterNdUpdate operation.

ResourceScatterSub

Builder for the ResourceScatterSub operation.

ResourceScatterUpdate

Builder for the ResourceScatterUpdate operation.

ResourceSparseApplyAdadelta

Builder for the ResourceSparseApplyAdadelta operation.

ResourceSparseApplyAdagrad

Builder for the ResourceSparseApplyAdagrad operation.

ResourceSparseApplyAdagradDA

Builder for the ResourceSparseApplyAdagradDA operation.

ResourceSparseApplyCenteredRMSProp

Builder for the ResourceSparseApplyCenteredRMSProp operation.

ResourceSparseApplyFtrl

Builder for the ResourceSparseApplyFtrl operation.

ResourceSparseApplyFtrlV2

Builder for the ResourceSparseApplyFtrlV2 operation.

ResourceSparseApplyKerasMomentum

Builder for the ResourceSparseApplyKerasMomentum operation.

ResourceSparseApplyMomentum

Builder for the ResourceSparseApplyMomentum operation.

ResourceSparseApplyProximalAdagrad

Builder for the ResourceSparseApplyProximalAdagrad operation.

ResourceSparseApplyProximalGradientDescent

Builder for the ResourceSparseApplyProximalGradientDescent operation.

ResourceSparseApplyRMSProp

Builder for the ResourceSparseApplyRMSProp operation.

ResourceStridedSliceAssign

Builder for the ResourceStridedSliceAssign operation.

Restore

Builder for the Restore operation.

RestoreSlice

Builder for the RestoreSlice operation.

RestoreV2

Builder for the RestoreV2 operation.

Reverse

Builder for the Reverse operation.

ReverseSequence

Builder for the ReverseSequence operation.

ReverseV2

Builder for the ReverseV2 operation.

RightShift

Builder for the RightShift operation.

Rint

Builder for the Rint operation.

Roll

Builder for the Roll operation.

Round

Builder for the Round operation.

Rpc

Builder for the Rpc operation.

Rsqrt

Builder for the Rsqrt operation.

RsqrtGrad

Builder for the RsqrtGrad operation.

SampleDistortedBoundingBox

Builder for the SampleDistortedBoundingBox operation.

SampleDistortedBoundingBoxV2

Builder for the SampleDistortedBoundingBoxV2 operation.

Save

Builder for the Save operation.

SaveSlices

Builder for the SaveSlices operation.

SaveV2

Builder for the SaveV2 operation.

ScalarSummary

Builder for the ScalarSummary operation.

ScatterAdd

Builder for the ScatterAdd operation.

ScatterDiv

Builder for the ScatterDiv operation.

ScatterMax

Builder for the ScatterMax operation.

ScatterMin

Builder for the ScatterMin operation.

ScatterMul

Builder for the ScatterMul operation.

ScatterNd

Builder for the ScatterNd operation.

ScatterNdAdd

Builder for the ScatterNdAdd operation.

ScatterNdNonAliasingAdd

Builder for the ScatterNdNonAliasingAdd operation.

ScatterNdSub

Builder for the ScatterNdSub operation.

ScatterNdUpdate

Builder for the ScatterNdUpdate operation.

ScatterSub

Builder for the ScatterSub operation.

ScatterUpdate

Builder for the ScatterUpdate operation.

SdcaFprint

Builder for the SdcaFprint operation.

SdcaOptimizer

Builder for the SdcaOptimizer operation.

SdcaOptimizerV2

Builder for the SdcaOptimizerV2 operation.

SdcaShrinkL1

Builder for the SdcaShrinkL1 operation.

SegmentMax

Builder for the SegmentMax operation.

SegmentMean

Builder for the SegmentMean operation.

SegmentMin

Builder for the SegmentMin operation.

SegmentProd

Builder for the SegmentProd operation.

SegmentSum

Builder for the SegmentSum operation.

Select

Builder for the Select operation.

SelfAdjointEig

Builder for the SelfAdjointEig operation.

SelfAdjointEigV2

Builder for the SelfAdjointEigV2 operation.

Selu

Builder for the Selu operation.

SeluGrad

Builder for the SeluGrad operation.

SerializeIterator

Builder for the SerializeIterator operation.

SerializeManySparse

Builder for the SerializeManySparse operation.

SerializeSparse

Builder for the SerializeSparse operation.

SerializeTensor

Builder for the SerializeTensor operation.

SetSize

Builder for the SetSize operation.

Shape

Builder for the Shape operation.

ShapeN

Builder for the ShapeN operation.

ShardedFilename

Builder for the ShardedFilename operation.

ShardedFilespec

Builder for the ShardedFilespec operation.

ShuffleAndRepeatDataset

Builder for the ShuffleAndRepeatDataset operation.

ShuffleDataset

Builder for the ShuffleDataset operation.

Sigmoid

Builder for the Sigmoid operation.

SigmoidGrad

Builder for the SigmoidGrad operation.

Sign

Builder for the Sign operation.

Sin

Builder for the Sin operation.

Sinh

Builder for the Sinh operation.

Size

Builder for the Size operation.

SkipDataset

Builder for the SkipDataset operation.

Skipgram

Builder for the Skipgram operation.

Slice

Builder for the Slice operation.

Snapshot

Builder for the Snapshot operation.

Softmax

Builder for the Softmax operation.

SoftmaxCrossEntropyWithLogits

Builder for the SoftmaxCrossEntropyWithLogits operation.

Softplus

Builder for the Softplus operation.

SoftplusGrad

Builder for the SoftplusGrad operation.

Softsign

Builder for the Softsign operation.

SoftsignGrad

Builder for the SoftsignGrad operation.

SpaceToBatch

Builder for the SpaceToBatch operation.

SpaceToBatchND

Builder for the SpaceToBatchND operation.

SpaceToDepth

Builder for the SpaceToDepth operation.

SparseAccumulatorApplyGradient

Builder for the SparseAccumulatorApplyGradient operation.

SparseAccumulatorTakeGradient

Builder for the SparseAccumulatorTakeGradient operation.

SparseAdd

Builder for the SparseAdd operation.

SparseAddGrad

Builder for the SparseAddGrad operation.

SparseApplyAdadelta

Builder for the SparseApplyAdadelta operation.

SparseApplyAdagrad

Builder for the SparseApplyAdagrad operation.

SparseApplyAdagradDA

Builder for the SparseApplyAdagradDA operation.

SparseApplyCenteredRMSProp

Builder for the SparseApplyCenteredRMSProp operation.

SparseApplyFtrl

Builder for the SparseApplyFtrl operation.

SparseApplyFtrlV2

Builder for the SparseApplyFtrlV2 operation.

SparseApplyMomentum

Builder for the SparseApplyMomentum operation.

SparseApplyProximalAdagrad

Builder for the SparseApplyProximalAdagrad operation.

SparseApplyProximalGradientDescent

Builder for the SparseApplyProximalGradientDescent operation.

SparseApplyRMSProp

Builder for the SparseApplyRMSProp operation.

SparseConcat

Builder for the SparseConcat operation.

SparseConditionalAccumulator

Builder for the SparseConditionalAccumulator operation.

SparseCross

Builder for the SparseCross operation.

SparseDenseCwiseAdd

Builder for the SparseDenseCwiseAdd operation.

SparseDenseCwiseDiv

Builder for the SparseDenseCwiseDiv operation.

SparseDenseCwiseMul

Builder for the SparseDenseCwiseMul operation.

SparseFillEmptyRows

Builder for the SparseFillEmptyRows operation.

SparseFillEmptyRowsGrad

Builder for the SparseFillEmptyRowsGrad operation.

SparseMatMul

Builder for the SparseMatMul operation.

SparseReduceMax

Builder for the SparseReduceMax operation.

SparseReduceMaxSparse

Builder for the SparseReduceMaxSparse operation.

SparseReduceSum

Builder for the SparseReduceSum operation.

SparseReduceSumSparse

Builder for the SparseReduceSumSparse operation.

SparseReorder

Builder for the SparseReorder operation.

SparseReshape

Builder for the SparseReshape operation.

SparseSegmentMean

Builder for the SparseSegmentMean operation.

SparseSegmentMeanGrad

Builder for the SparseSegmentMeanGrad operation.

SparseSegmentMeanWithNumSegments

Builder for the SparseSegmentMeanWithNumSegments operation.

SparseSegmentSqrtN

Builder for the SparseSegmentSqrtN operation.

SparseSegmentSqrtNGrad

Builder for the SparseSegmentSqrtNGrad operation.

SparseSegmentSqrtNWithNumSegments

Builder for the SparseSegmentSqrtNWithNumSegments operation.

SparseSegmentSum

Builder for the SparseSegmentSum operation.

SparseSegmentSumWithNumSegments

Builder for the SparseSegmentSumWithNumSegments operation.

SparseSlice

Builder for the SparseSlice operation.

SparseSliceGrad

Builder for the SparseSliceGrad operation.

SparseSoftmax

Builder for the SparseSoftmax operation.

SparseSoftmaxCrossEntropyWithLogits

Builder for the SparseSoftmaxCrossEntropyWithLogits operation.

SparseSparseMaximum

Builder for the SparseSparseMaximum operation.

SparseSparseMinimum

Builder for the SparseSparseMinimum operation.

SparseSplit

Builder for the SparseSplit operation.

SparseTensorDenseAdd

Builder for the SparseTensorDenseAdd operation.

SparseTensorDenseMatMul

Builder for the SparseTensorDenseMatMul operation.

SparseTensorSliceDataset

Builder for the SparseTensorSliceDataset operation.

SparseToDense

Builder for the SparseToDense operation.

SparseToSparseSetOperation

Builder for the SparseToSparseSetOperation operation.

Split

Builder for the Split operation.

SplitV

Builder for the SplitV operation.

Sqrt

Builder for the Sqrt operation.

SqrtGrad

Builder for the SqrtGrad operation.

Square

Builder for the Square operation.

SquaredDifference

Builder for the SquaredDifference operation.

Squeeze

Builder for the Squeeze operation.

Stack

Builder for the Stack operation.

StackClose

Builder for the StackClose operation.

StackCloseV2

Builder for the StackCloseV2 operation.

StackPop

Builder for the StackPop operation.

StackPopV2

Builder for the StackPopV2 operation.

StackPush

Builder for the StackPush operation.

StackPushV2

Builder for the StackPushV2 operation.

StackV2

Builder for the StackV2 operation.

Stage

Builder for the Stage operation.

StageClear

Builder for the StageClear operation.

StagePeek

Builder for the StagePeek operation.

StageSize

Builder for the StageSize operation.

StatefulPartitionedCall

Builder for the StatefulPartitionedCall operation.

StatelessIf

Builder for the StatelessIf operation.

StatelessMultinomial

Builder for the StatelessMultinomial operation.

StatelessRandomNormal

Builder for the StatelessRandomNormal operation.

StatelessRandomUniform

Builder for the StatelessRandomUniform operation.

StatelessRandomUniformInt

Builder for the StatelessRandomUniformInt operation.

StatelessTruncatedNormal

Builder for the StatelessTruncatedNormal operation.

StatelessWhile

Builder for the StatelessWhile operation.

StaticRegexFullMatch

Builder for the StaticRegexFullMatch operation.

StaticRegexReplace

Builder for the StaticRegexReplace operation.

StopGradient

Builder for the StopGradient operation.

StridedSlice

Builder for the StridedSlice operation.

StridedSliceAssign

Builder for the StridedSliceAssign operation.

StridedSliceGrad

Builder for the StridedSliceGrad operation.

StringFormat

Builder for the StringFormat operation.

StringJoin

Builder for the StringJoin operation.

StringLength

Builder for the StringLength operation.

StringSplit

Builder for the StringSplit operation.

StringSplitV2

Builder for the StringSplitV2 operation.

StringStrip

Builder for the StringStrip operation.

StringToHashBucket

Builder for the StringToHashBucket operation.

StringToHashBucketFast

Builder for the StringToHashBucketFast operation.

StringToHashBucketStrong

Builder for the StringToHashBucketStrong operation.

StringToNumber

Builder for the StringToNumber operation.

Sub

Builder for the Sub operation.

Substr

Builder for the Substr operation.

Subtract

Builder for the Sub operation.

Sum

Builder for the Sum operation.

SummaryWriter

Builder for the SummaryWriter operation.

Svd

Builder for the Svd operation.

Switch

Builder for the Switch operation.

SymbolicGradient

Builder for the SymbolicGradient operation.

TFRecordDataset

Builder for the TFRecordDataset operation.

TFRecordReader

Builder for the TFRecordReader operation.

TFRecordReaderV2

Builder for the TFRecordReaderV2 operation.

TakeDataset

Builder for the TakeDataset operation.

TakeManySparseFromTensorsMap

Builder for the TakeManySparseFromTensorsMap operation.

Tan

Builder for the Tan operation.

Tanh

Builder for the Tanh operation.

TanhGrad

Builder for the TanhGrad operation.

TemporaryVariable

Builder for the TemporaryVariable operation.

TensorArray

Builder for the TensorArray operation.

TensorArrayClose

Builder for the TensorArrayClose operation.

TensorArrayCloseV2

Builder for the TensorArrayCloseV2 operation.

TensorArrayCloseV3

Builder for the TensorArrayCloseV3 operation.

TensorArrayConcat

Builder for the TensorArrayConcat operation.

TensorArrayConcatV2

Builder for the TensorArrayConcatV2 operation.

TensorArrayConcatV3

Builder for the TensorArrayConcatV3 operation.

TensorArrayGather

Builder for the TensorArrayGather operation.

TensorArrayGatherV2

Builder for the TensorArrayGatherV2 operation.

TensorArrayGatherV3

Builder for the TensorArrayGatherV3 operation.

TensorArrayGrad

Builder for the TensorArrayGrad operation.

TensorArrayGradV2

Builder for the TensorArrayGradV2 operation.

TensorArrayGradV3

Builder for the TensorArrayGradV3 operation.

TensorArrayGradWithShape

Builder for the TensorArrayGradWithShape operation.

TensorArrayPack

Builder for the TensorArrayPack operation.

TensorArrayRead

Builder for the TensorArrayRead operation.

TensorArrayReadV2

Builder for the TensorArrayReadV2 operation.

TensorArrayReadV3

Builder for the TensorArrayReadV3 operation.

TensorArrayScatter

Builder for the TensorArrayScatter operation.

TensorArrayScatterV2

Builder for the TensorArrayScatterV2 operation.

TensorArrayScatterV3

Builder for the TensorArrayScatterV3 operation.

TensorArraySize

Builder for the TensorArraySize operation.

TensorArraySizeV2

Builder for the TensorArraySizeV2 operation.

TensorArraySizeV3

Builder for the TensorArraySizeV3 operation.

TensorArraySplit

Builder for the TensorArraySplit operation.

TensorArraySplitV2

Builder for the TensorArraySplitV2 operation.

TensorArraySplitV3

Builder for the TensorArraySplitV3 operation.

TensorArrayUnpack

Builder for the TensorArrayUnpack operation.

TensorArrayV2

Builder for the TensorArrayV2 operation.

TensorArrayV3

Builder for the TensorArrayV3 operation.

TensorArrayWrite

Builder for the TensorArrayWrite operation.

TensorArrayWriteV2

Builder for the TensorArrayWriteV2 operation.

TensorArrayWriteV3

Builder for the TensorArrayWriteV3 operation.

TensorDataset

Builder for the TensorDataset operation.

TensorForestCreateTreeVariable

Builder for the TensorForestCreateTreeVariable operation.

TensorForestTreeDeserialize

Builder for the TensorForestTreeDeserialize operation.

TensorForestTreeIsInitializedOp

Builder for the TensorForestTreeIsInitializedOp operation.

TensorForestTreePredict

Builder for the TensorForestTreePredict operation.

TensorForestTreeResourceHandleOp

Builder for the TensorForestTreeResourceHandleOp operation.

TensorForestTreeSerialize

Builder for the TensorForestTreeSerialize operation.

TensorForestTreeSize

Builder for the TensorForestTreeSize operation.

TensorListConcat

Builder for the TensorListConcat operation.

TensorListConcatLists

Builder for the TensorListConcatLists operation.

TensorListElementShape

Builder for the TensorListElementShape operation.

TensorListFromTensor

Builder for the TensorListFromTensor operation.

TensorListGather

Builder for the TensorListGather operation.

TensorListGetItem

Builder for the TensorListGetItem operation.

TensorListLength

Builder for the TensorListLength operation.

TensorListPopBack

Builder for the TensorListPopBack operation.

TensorListPushBack

Builder for the TensorListPushBack operation.

TensorListPushBackBatch

Builder for the TensorListPushBackBatch operation.

TensorListReserve

Builder for the TensorListReserve operation.

TensorListScatter

Builder for the TensorListScatter operation.

TensorListSetItem

Builder for the TensorListSetItem operation.

TensorListSplit

Builder for the TensorListSplit operation.

TensorListStack

Builder for the TensorListStack operation.

TensorScatterAdd

Builder for the TensorScatterAdd operation.

TensorScatterSub

Builder for the TensorScatterSub operation.

TensorScatterUpdate

Builder for the TensorScatterUpdate operation.

TensorSliceDataset

Builder for the TensorSliceDataset operation.

TensorSummary

Builder for the TensorSummary operation.

TensorSummaryV2

Builder for the TensorSummaryV2 operation.

TextLineDataset

Builder for the TextLineDataset operation.

TextLineReader

Builder for the TextLineReader operation.

TextLineReaderV2

Builder for the TextLineReaderV2 operation.

ThreadUnsafeUnigramCandidateSampler

Builder for the ThreadUnsafeUnigramCandidateSampler operation.

Tile

Builder for the Tile operation.

TileGrad

Builder for the TileGrad operation.

Timestamp

Builder for the Timestamp operation.

TopK

Builder for the TopK operation.

TopKV2

Builder for the TopKV2 operation.

Transpose

Builder for the Transpose operation.

TruncateDiv

Builder for the TruncateDiv operation.

TruncateMod

Builder for the TruncateMod operation.

TruncatedNormal

Builder for the TruncatedNormal operation.

TryRpc

Builder for the TryRpc operation.

Unbatch

Builder for the Unbatch operation.

UnbatchGrad

Builder for the UnbatchGrad operation.

UnicodeDecode

Builder for the UnicodeDecode operation.

UnicodeDecodeWithOffsets

Builder for the UnicodeDecodeWithOffsets operation.

UnicodeEncode

Builder for the UnicodeEncode operation.

UnicodeScript

Builder for the UnicodeScript operation.

UnicodeTranscode

Builder for the UnicodeTranscode operation.

UniformCandidateSampler

Builder for the UniformCandidateSampler operation.

Unique

Builder for the Unique operation.

UniqueV2

Builder for the UniqueV2 operation.

UniqueWithCounts

Builder for the UniqueWithCounts operation.

UniqueWithCountsV2

Builder for the UniqueWithCountsV2 operation.

Unpack

Builder for the Unpack operation.

UnravelIndex

Builder for the UnravelIndex operation.

UnsortedSegmentMax

Builder for the UnsortedSegmentMax operation.

UnsortedSegmentMin

Builder for the UnsortedSegmentMin operation.

UnsortedSegmentProd

Builder for the UnsortedSegmentProd operation.

UnsortedSegmentSum

Builder for the UnsortedSegmentSum operation.

Unstage

Builder for the Unstage operation.

UnwrapDatasetVariant

Builder for the UnwrapDatasetVariant operation.

UpperBound

Builder for the UpperBound operation.

VarHandleOp

Builder for the VarHandleOp operation.

VarIsInitializedOp

Builder for the VarIsInitializedOp operation.

Variable

Builder for the Variable operation.

VariableShape

Builder for the VariableShape operation.

VariableV2

Builder for the VariableV2 operation.

Where

Builder for the Where operation.

While

Builder for the While operation.

WholeFileReader

Builder for the WholeFileReader operation.

WholeFileReaderV2

Builder for the WholeFileReaderV2 operation.

WindowDataset

Builder for the WindowDataset operation.

WrapDatasetVariant

Builder for the WrapDatasetVariant operation.

WriteAudioSummary

Builder for the WriteAudioSummary operation.

WriteFile

Builder for the WriteFile operation.

WriteGraphSummary

Builder for the WriteGraphSummary operation.

WriteHistogramSummary

Builder for the WriteHistogramSummary operation.

WriteImageSummary

Builder for the WriteImageSummary operation.

WriteScalarSummary

Builder for the WriteScalarSummary operation.

WriteSummary

Builder for the WriteSummary operation.

Xdivy

Builder for the Xdivy operation.

Xlogy

Builder for the Xlogy operation.

ZerosLike

Builder for the ZerosLike operation.

Zeta

Builder for the Zeta operation.

ZipDataset

Builder for the ZipDataset operation.

Functions

abort

Shorthand for Abort::new().build(scope).

abs

Shorthand for Abs::new().build(x, scope).

accumulate_nv2

Shorthand for AccumulateNV2::new().build(inputs, scope).

accumulator_apply_gradient

Shorthand for AccumulatorApplyGradient::new().build(handle, local_step, gradient, scope).

accumulator_num_accumulated

Shorthand for AccumulatorNumAccumulated::new().build(handle, scope).

accumulator_set_global_step

Shorthand for AccumulatorSetGlobalStep::new().build(handle, new_global_step, scope).

accumulator_take_gradient

Shorthand for AccumulatorTakeGradient::new().build(handle, num_required, scope).

acos

Shorthand for Acos::new().build(x, scope).

acosh

Shorthand for Acosh::new().build(x, scope).

add

Shorthand for Add::new().build(x, y, scope).

add_many_sparse_to_tensors_map

Shorthand for AddManySparseToTensorsMap::new().build(sparse_indices, sparse_values, sparse_shape, scope).

add_n

Shorthand for AddN::new().build(inputs, scope).

add_sparse_to_tensors_map

Shorthand for AddSparseToTensorsMap::new().build(sparse_indices, sparse_values, sparse_shape, scope).

add_v2

Shorthand for AddV2::new().build(x, y, scope).

adjust_contrast

Shorthand for AdjustContrast::new().build(images, contrast_factor, min_value, max_value, scope).

adjust_contrastv2

Shorthand for AdjustContrastv2::new().build(images, contrast_factor, scope).

adjust_hue

Shorthand for AdjustHue::new().build(images, delta, scope).

adjust_saturation

Shorthand for AdjustSaturation::new().build(images, scale, scope).

all

Shorthand for All::new().build(input, reduction_indices, scope).

all_candidate_sampler

Shorthand for AllCandidateSampler::new().build(true_classes, scope).

angle

Shorthand for Angle::new().build(input, scope).

anonymous_iterator

Shorthand for AnonymousIterator::new().build(scope).

any

Shorthand for Any::new().build(input, reduction_indices, scope).

apply_ada_max

Shorthand for ApplyAdaMax::new().build(var, m, v, beta1_power, lr, beta1, beta2, epsilon, grad, scope).

apply_adadelta

Shorthand for ApplyAdadelta::new().build(var, accum, accum_update, lr, rho, epsilon, grad, scope).

apply_adagrad

Shorthand for ApplyAdagrad::new().build(var, accum, lr, grad, scope).

apply_adagrad_da

Shorthand for ApplyAdagradDA::new().build(var, gradient_accumulator, gradient_squared_accumulator, grad, lr, l1, l2, global_step, scope).

apply_adam

Shorthand for ApplyAdam::new().build(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, scope).

apply_add_sign

Shorthand for ApplyAddSign::new().build(var, m, lr, alpha, sign_decay, beta, grad, scope).

apply_centered_rmsprop

Shorthand for ApplyCenteredRMSProp::new().build(var, mg, ms, mom, lr, rho, momentum, epsilon, grad, scope).

apply_ftrl

Shorthand for ApplyFtrl::new().build(var, accum, linear, grad, lr, l1, l2, lr_power, scope).

apply_ftrl_v2

Shorthand for ApplyFtrlV2::new().build(var, accum, linear, grad, lr, l1, l2, l2_shrinkage, lr_power, scope).

apply_gradient_descent

Shorthand for ApplyGradientDescent::new().build(var, alpha, delta, scope).

apply_momentum

Shorthand for ApplyMomentum::new().build(var, accum, lr, grad, momentum, scope).

apply_power_sign

Shorthand for ApplyPowerSign::new().build(var, m, lr, logbase, sign_decay, beta, grad, scope).

apply_proximal_adagrad

Shorthand for ApplyProximalAdagrad::new().build(var, accum, lr, l1, l2, grad, scope).

apply_proximal_gradient_descent

Shorthand for ApplyProximalGradientDescent::new().build(var, alpha, l1, l2, delta, scope).

apply_rmsprop

Shorthand for ApplyRMSProp::new().build(var, ms, mom, lr, rho, momentum, epsilon, grad, scope).

approximate_equal

Shorthand for ApproximateEqual::new().build(x, y, scope).

arg_max

Shorthand for ArgMax::new().build(input, dimension, scope).

arg_min

Shorthand for ArgMin::new().build(input, dimension, scope).

as_string

Shorthand for AsString::new().build(input, scope).

asin

Shorthand for Asin::new().build(x, scope).

asinh

Shorthand for Asinh::new().build(x, scope).

assert

Shorthand for Assert::new().build(condition, data, scope).

assign

Shorthand for Assign::new().build(ref_, value, scope).

assign_add

Shorthand for AssignAdd::new().build(ref_, value, scope).

assign_add_variable_op

Shorthand for AssignAddVariableOp::new().build(resource, value, scope).

assign_sub

Shorthand for AssignSub::new().build(ref_, value, scope).

assign_sub_variable_op

Shorthand for AssignSubVariableOp::new().build(resource, value, scope).

assign_variable_op

Shorthand for AssignVariableOp::new().build(resource, value, scope).

atan

Shorthand for Atan::new().build(x, scope).

atan2

Shorthand for Atan2::new().build(y, x, scope).

atanh

Shorthand for Atanh::new().build(x, scope).

audio_spectrogram

Shorthand for AudioSpectrogram::new().build(input, scope).

audio_summary

Shorthand for AudioSummary::new().build(tag, tensor, scope).

audio_summary_v2

Shorthand for AudioSummaryV2::new().build(tag, tensor, sample_rate, scope).

avg_pool

Shorthand for AvgPool::new().build(value, scope).

avg_pool3_d

Shorthand for AvgPool3D::new().build(input, scope).

avg_pool3_dgrad

Shorthand for AvgPool3DGrad::new().build(orig_input_shape, grad, scope).

avg_pool_grad

Shorthand for AvgPoolGrad::new().build(orig_input_shape, grad, scope).

barrier

Shorthand for Barrier::new().build(scope).

barrier_close

Shorthand for BarrierClose::new().build(handle, scope).

barrier_incomplete_size

Shorthand for BarrierIncompleteSize::new().build(handle, scope).

barrier_insert_many

Shorthand for BarrierInsertMany::new().build(handle, keys, values, scope).

barrier_ready_size

Shorthand for BarrierReadySize::new().build(handle, scope).

barrier_take_many

Shorthand for BarrierTakeMany::new().build(handle, num_elements, scope).

batch

Shorthand for Batch::new().build(in_tensors, scope).

batch_cholesky

Shorthand for BatchCholesky::new().build(input, scope).

batch_cholesky_grad

Shorthand for BatchCholeskyGrad::new().build(l, grad, scope).

batch_dataset

Shorthand for BatchDataset::new().build(input_dataset, batch_size, scope).

batch_dataset_v2

Shorthand for BatchDatasetV2::new().build(input_dataset, batch_size, drop_remainder, scope).

batch_fft

Shorthand for BatchFFT::new().build(input, scope).

batch_fft2_d

Shorthand for BatchFFT2D::new().build(input, scope).

batch_fft3_d

Shorthand for BatchFFT3D::new().build(input, scope).

batch_function

Shorthand for BatchFunction::new().build(in_tensors, captured_tensors, scope).

batch_ifft

Shorthand for BatchIFFT::new().build(input, scope).

batch_ifft2_d

Shorthand for BatchIFFT2D::new().build(input, scope).

batch_ifft3_d

Shorthand for BatchIFFT3D::new().build(input, scope).

batch_mat_mul

Shorthand for BatchMatMul::new().build(x, y, scope).

batch_matrix_band_part

Shorthand for BatchMatrixBandPart::new().build(input, num_lower, num_upper, scope).

batch_matrix_determinant

Shorthand for BatchMatrixDeterminant::new().build(input, scope).

batch_matrix_diag

Shorthand for BatchMatrixDiag::new().build(diagonal, scope).

batch_matrix_diag_part

Shorthand for BatchMatrixDiagPart::new().build(input, scope).

batch_matrix_inverse

Shorthand for BatchMatrixInverse::new().build(input, scope).

batch_matrix_set_diag

Shorthand for BatchMatrixSetDiag::new().build(input, diagonal, scope).

batch_matrix_solve

Shorthand for BatchMatrixSolve::new().build(matrix, rhs, scope).

batch_matrix_solve_ls

Shorthand for BatchMatrixSolveLs::new().build(matrix, rhs, l2_regularizer, scope).

batch_matrix_triangular_solve

Shorthand for BatchMatrixTriangularSolve::new().build(matrix, rhs, scope).

batch_norm_with_global_normalization

Shorthand for BatchNormWithGlobalNormalization::new().build(t, m, v, beta, gamma, scope).

batch_norm_with_global_normalization_grad

Shorthand for BatchNormWithGlobalNormalizationGrad::new().build(t, m, v, gamma, backprop, scope).

batch_self_adjoint_eig

Shorthand for BatchSelfAdjointEig::new().build(input, scope).

batch_self_adjoint_eig_v2

Shorthand for BatchSelfAdjointEigV2::new().build(input, scope).

batch_svd

Shorthand for BatchSvd::new().build(input, scope).

batch_to_space

Shorthand for BatchToSpace::new().build(input, crops, scope).

batch_to_space_nd

Shorthand for BatchToSpaceND::new().build(input, block_shape, crops, scope).

bessel_i0e

Shorthand for BesselI0e::new().build(x, scope).

bessel_i1e

Shorthand for BesselI1e::new().build(x, scope).

betainc

Shorthand for Betainc::new().build(a, b, x, scope).

bias_add

Shorthand for BiasAdd::new().build(value, bias, scope).

bias_add_grad

Shorthand for BiasAddGrad::new().build(out_backprop, scope).

bias_add_v1

Shorthand for BiasAddV1::new().build(value, bias, scope).

bincount

Shorthand for Bincount::new().build(arr, size, weights, scope).

bitcast

Shorthand for Bitcast::new().build(input, scope).

bitwise_and

Shorthand for BitwiseAnd::new().build(x, y, scope).

bitwise_or

Shorthand for BitwiseOr::new().build(x, y, scope).

bitwise_xor

Shorthand for BitwiseXor::new().build(x, y, scope).

boosted_trees_bucketize

Shorthand for BoostedTreesBucketize::new().build(float_values, bucket_boundaries, scope).

boosted_trees_calculate_best_gains_per_feature

Shorthand for BoostedTreesCalculateBestGainsPerFeature::new().build(node_id_range, stats_summary_list, l1, l2, tree_complexity, min_node_weight, scope).

boosted_trees_center_bias

Shorthand for BoostedTreesCenterBias::new().build(tree_ensemble_handle, mean_gradients, mean_hessians, l1, l2, scope).

boosted_trees_create_ensemble

Shorthand for BoostedTreesCreateEnsemble::new().build(tree_ensemble_handle, stamp_token, tree_ensemble_serialized, scope).

boosted_trees_create_quantile_stream_resource

Shorthand for BoostedTreesCreateQuantileStreamResource::new().build(quantile_stream_resource_handle, epsilon, num_streams, scope).

boosted_trees_deserialize_ensemble

Shorthand for BoostedTreesDeserializeEnsemble::new().build(tree_ensemble_handle, stamp_token, tree_ensemble_serialized, scope).

boosted_trees_ensemble_resource_handle_op

Shorthand for BoostedTreesEnsembleResourceHandleOp::new().build(scope).

boosted_trees_example_debug_outputs

Shorthand for BoostedTreesExampleDebugOutputs::new().build(tree_ensemble_handle, bucketized_features, scope).

boosted_trees_get_ensemble_states

Shorthand for BoostedTreesGetEnsembleStates::new().build(tree_ensemble_handle, scope).

boosted_trees_make_quantile_summaries

Shorthand for BoostedTreesMakeQuantileSummaries::new().build(float_values, example_weights, epsilon, scope).

boosted_trees_make_stats_summary

Shorthand for BoostedTreesMakeStatsSummary::new().build(node_ids, gradients, hessians, bucketized_features_list, scope).

boosted_trees_predict

Shorthand for BoostedTreesPredict::new().build(tree_ensemble_handle, bucketized_features, scope).

boosted_trees_quantile_stream_resource_add_summaries

Shorthand for BoostedTreesQuantileStreamResourceAddSummaries::new().build(quantile_stream_resource_handle, summaries, scope).

boosted_trees_quantile_stream_resource_deserialize

Shorthand for BoostedTreesQuantileStreamResourceDeserialize::new().build(quantile_stream_resource_handle, bucket_boundaries, scope).

boosted_trees_quantile_stream_resource_flush

Shorthand for BoostedTreesQuantileStreamResourceFlush::new().build(quantile_stream_resource_handle, num_buckets, scope).

boosted_trees_quantile_stream_resource_get_bucket_boundaries

Shorthand for BoostedTreesQuantileStreamResourceGetBucketBoundaries::new().build(quantile_stream_resource_handle, scope).

boosted_trees_quantile_stream_resource_handle_op

Shorthand for BoostedTreesQuantileStreamResourceHandleOp::new().build(scope).

boosted_trees_serialize_ensemble

Shorthand for BoostedTreesSerializeEnsemble::new().build(tree_ensemble_handle, scope).

boosted_trees_training_predict

Shorthand for BoostedTreesTrainingPredict::new().build(tree_ensemble_handle, cached_tree_ids, cached_node_ids, bucketized_features, scope).

boosted_trees_update_ensemble

Shorthand for BoostedTreesUpdateEnsemble::new().build(tree_ensemble_handle, feature_ids, node_ids, gains, thresholds, left_node_contribs, right_node_contribs, max_depth, learning_rate, scope).

broadcast_args

Shorthand for BroadcastArgs::new().build(s0, s1, scope).

broadcast_gradient_args

Shorthand for BroadcastGradientArgs::new().build(s0, s1, scope).

broadcast_to

Shorthand for BroadcastTo::new().build(input, shape, scope).

bucketize

Shorthand for Bucketize::new().build(input, scope).

cache_dataset

Shorthand for CacheDataset::new().build(input_dataset, filename, scope).

cast

Shorthand for Cast::new().build(x, scope).

ceil

Shorthand for Ceil::new().build(x, scope).

check_numerics

Shorthand for CheckNumerics::new().build(tensor, scope).

cholesky

Shorthand for Cholesky::new().build(input, scope).

cholesky_grad

Shorthand for CholeskyGrad::new().build(l, grad, scope).

clip_by_value

Shorthand for ClipByValue::new().build(t, clip_value_min, clip_value_max, scope).

close_summary_writer

Shorthand for CloseSummaryWriter::new().build(writer, scope).

collective_bcast_recv

Shorthand for CollectiveBcastRecv::new().build(scope).

collective_bcast_send

Shorthand for CollectiveBcastSend::new().build(input, scope).

collective_reduce

Shorthand for CollectiveReduce::new().build(input, scope).

compare_and_bitpack

Shorthand for CompareAndBitpack::new().build(input, threshold, scope).

complex

Shorthand for Complex::new().build(real, imag, scope).

complex_abs

Shorthand for ComplexAbs::new().build(x, scope).

compute_accidental_hits

Shorthand for ComputeAccidentalHits::new().build(true_classes, sampled_candidates, scope).

concat

Shorthand for Concat::new().build(concat_dim, values, scope).

concat_offset

Shorthand for ConcatOffset::new().build(concat_dim, shape, scope).

concat_v2

Shorthand for ConcatV2::new().build(values, axis, scope).

concatenate_dataset

Shorthand for ConcatenateDataset::new().build(input_dataset, another_dataset, scope).

conditional_accumulator

Shorthand for ConditionalAccumulator::new().build(scope).

conj

Shorthand for Conj::new().build(input, scope).

conjugate_transpose

Shorthand for ConjugateTranspose::new().build(x, perm, scope).

const_

Shorthand for Const::new().build(scope).

constant

Creates a constant.

consume_mutex_lock

Shorthand for ConsumeMutexLock::new().build(mutex_lock, scope).

control_trigger

Shorthand for ControlTrigger::new().build(scope).

conv2_d

Shorthand for Conv2D::new().build(input, filter, scope).

conv2_dbackprop_filter

Shorthand for Conv2DBackpropFilter::new().build(input, filter_sizes, out_backprop, scope).

conv2_dbackprop_input

Shorthand for Conv2DBackpropInput::new().build(input_sizes, filter, out_backprop, scope).

conv3_d

Shorthand for Conv3D::new().build(input, filter, scope).

conv3_dbackprop_filter

Shorthand for Conv3DBackpropFilter::new().build(input, filter, out_backprop, scope).

conv3_dbackprop_input

Shorthand for Conv3DBackpropInput::new().build(input, filter, out_backprop, scope).

conv3_dbackprop_filter_v2

Shorthand for Conv3DBackpropFilterV2::new().build(input, filter_sizes, out_backprop, scope).

conv3_dbackprop_input_v2

Shorthand for Conv3DBackpropInputV2::new().build(input_sizes, filter, out_backprop, scope).

copy

Shorthand for Copy::new().build(input, scope).

copy_host

Shorthand for CopyHost::new().build(input, scope).

cos

Shorthand for Cos::new().build(x, scope).

cosh

Shorthand for Cosh::new().build(x, scope).

count_up_to

Shorthand for CountUpTo::new().build(ref_, scope).

create_summary_db_writer

Shorthand for CreateSummaryDbWriter::new().build(writer, db_uri, experiment_name, run_name, user_name, scope).

create_summary_file_writer

Shorthand for CreateSummaryFileWriter::new().build(writer, logdir, max_queue, flush_millis, filename_suffix, scope).

crop_and_resize

Shorthand for CropAndResize::new().build(image, boxes, box_ind, crop_size, scope).

crop_and_resize_grad_boxes

Shorthand for CropAndResizeGradBoxes::new().build(grads, image, boxes, box_ind, scope).

crop_and_resize_grad_image

Shorthand for CropAndResizeGradImage::new().build(grads, boxes, box_ind, image_size, scope).

cross

Shorthand for Cross::new().build(a, b, scope).

ctcbeam_search_decoder

Shorthand for CTCBeamSearchDecoder::new().build(inputs, sequence_length, scope).

ctcgreedy_decoder

Shorthand for CTCGreedyDecoder::new().build(inputs, sequence_length, scope).

ctcloss

Shorthand for CTCLoss::new().build(inputs, labels_indices, labels_values, sequence_length, scope).

cudnn_rnn

Shorthand for CudnnRNN::new().build(input, input_h, input_c, params, scope).

cudnn_rnnbackprop

Shorthand for CudnnRNNBackprop::new().build(input, input_h, input_c, params, output, output_h, output_c, output_backprop, output_h_backprop, output_c_backprop, reserve_space, scope).

cudnn_rnnbackprop_v2

Shorthand for CudnnRNNBackpropV2::new().build(input, input_h, input_c, params, output, output_h, output_c, output_backprop, output_h_backprop, output_c_backprop, reserve_space, host_reserved, scope).

cudnn_rnncanonical_to_params

Shorthand for CudnnRNNCanonicalToParams::new().build(num_layers, num_units, input_size, weights, biases, scope).

cudnn_rnnparams_size

Shorthand for CudnnRNNParamsSize::new().build(num_layers, num_units, input_size, scope).

cudnn_rnnparams_to_canonical

Shorthand for CudnnRNNParamsToCanonical::new().build(num_layers, num_units, input_size, params, scope).

cudnn_rnnv2

Shorthand for CudnnRNNV2::new().build(input, input_h, input_c, params, scope).

cumprod

Shorthand for Cumprod::new().build(x, axis, scope).

cumsum

Shorthand for Cumsum::new().build(x, axis, scope).

data_format_dim_map

Shorthand for DataFormatDimMap::new().build(x, scope).

data_format_vec_permute

Shorthand for DataFormatVecPermute::new().build(x, scope).

dataset_to_graph

Shorthand for DatasetToGraph::new().build(input_dataset, scope).

dataset_to_single_element

Shorthand for DatasetToSingleElement::new().build(dataset, scope).

debug_gradient_identity

Shorthand for DebugGradientIdentity::new().build(input, scope).

debug_gradient_ref_identity

Shorthand for DebugGradientRefIdentity::new().build(input, scope).

debug_identity

Shorthand for DebugIdentity::new().build(input, scope).

debug_nan_count

Shorthand for DebugNanCount::new().build(input, scope).

debug_numeric_summary

Shorthand for DebugNumericSummary::new().build(input, scope).

decode_and_crop_jpeg

Shorthand for DecodeAndCropJpeg::new().build(contents, crop_window, scope).

decode_base64

Shorthand for DecodeBase64::new().build(input, scope).

decode_bmp

Shorthand for DecodeBmp::new().build(contents, scope).

decode_compressed

Shorthand for DecodeCompressed::new().build(bytes, scope).

decode_csv

Shorthand for DecodeCSV::new().build(records, record_defaults, scope).

decode_gif

Shorthand for DecodeGif::new().build(contents, scope).

decode_jpeg

Shorthand for DecodeJpeg::new().build(contents, scope).

decode_jsonexample

Shorthand for DecodeJSONExample::new().build(json_examples, scope).

decode_png

Shorthand for DecodePng::new().build(contents, scope).

decode_proto_v2

Shorthand for DecodeProtoV2::new().build(bytes, scope).

decode_raw

Shorthand for DecodeRaw::new().build(bytes, scope).

decode_wav

Shorthand for DecodeWav::new().build(contents, scope).

deep_copy

Shorthand for DeepCopy::new().build(x, scope).

delete_session_tensor

Shorthand for DeleteSessionTensor::new().build(handle, scope).

dense_to_dense_set_operation

Shorthand for DenseToDenseSetOperation::new().build(set1, set2, scope).

dense_to_sparse_set_operation

Shorthand for DenseToSparseSetOperation::new().build(set1, set2_indices, set2_values, set2_shape, scope).

depth_to_space

Shorthand for DepthToSpace::new().build(input, scope).

depthwise_conv2d_native

Shorthand for DepthwiseConv2dNative::new().build(input, filter, scope).

depthwise_conv2d_native_backprop_filter

Shorthand for DepthwiseConv2dNativeBackpropFilter::new().build(input, filter_sizes, out_backprop, scope).

depthwise_conv2d_native_backprop_input

Shorthand for DepthwiseConv2dNativeBackpropInput::new().build(input_sizes, filter, out_backprop, scope).

dequantize

Shorthand for Dequantize::new().build(input, min_range, max_range, scope).

deserialize_iterator

Shorthand for DeserializeIterator::new().build(resource_handle, serialized, scope).

deserialize_many_sparse

Shorthand for DeserializeManySparse::new().build(serialized_sparse, scope).

deserialize_sparse

Shorthand for DeserializeSparse::new().build(serialized_sparse, scope).

destroy_resource_op

Shorthand for DestroyResourceOp::new().build(resource, scope).

destroy_temporary_variable

Shorthand for DestroyTemporaryVariable::new().build(ref_, scope).

diag

Shorthand for Diag::new().build(diagonal, scope).

diag_part

Shorthand for DiagPart::new().build(input, scope).

digamma

Shorthand for Digamma::new().build(x, scope).

dilation2_d

Shorthand for Dilation2D::new().build(input, filter, scope).

dilation2_dbackprop_filter

Shorthand for Dilation2DBackpropFilter::new().build(input, filter, out_backprop, scope).

dilation2_dbackprop_input

Shorthand for Dilation2DBackpropInput::new().build(input, filter, out_backprop, scope).

div

Shorthand for Div::new().build(x, y, scope).

div_no_nan

Shorthand for DivNoNan::new().build(x, y, scope).

draw_bounding_boxes

Shorthand for DrawBoundingBoxes::new().build(images, boxes, scope).

dynamic_partition

Shorthand for DynamicPartition::new().build(data, partitions, scope).

dynamic_stitch

Shorthand for DynamicStitch::new().build(indices, data, scope).

eager_py_func

Shorthand for EagerPyFunc::new().build(input, scope).

edit_distance

Shorthand for EditDistance::new().build(hypothesis_indices, hypothesis_values, hypothesis_shape, truth_indices, truth_values, truth_shape, scope).

elu

Shorthand for Elu::new().build(features, scope).

elu_grad

Shorthand for EluGrad::new().build(gradients, outputs, scope).

empty

Shorthand for Empty::new().build(shape, scope).

empty_tensor_list

Shorthand for EmptyTensorList::new().build(element_shape, max_num_elements, scope).

encode_base64

Shorthand for EncodeBase64::new().build(input, scope).

encode_jpeg

Shorthand for EncodeJpeg::new().build(image, scope).

encode_png

Shorthand for EncodePng::new().build(image, scope).

encode_proto

Shorthand for EncodeProto::new().build(sizes, values, scope).

encode_wav

Shorthand for EncodeWav::new().build(audio, sample_rate, scope).

ensure_shape

Shorthand for EnsureShape::new().build(input, scope).

enter

Shorthand for Enter::new().build(data, scope).

equal

Shorthand for Equal::new().build(x, y, scope).

erf

Shorthand for Erf::new().build(x, scope).

erfc

Shorthand for Erfc::new().build(x, scope).

exit

Shorthand for Exit::new().build(data, scope).

exp

Shorthand for Exp::new().build(x, scope).

expand_dims

Shorthand for ExpandDims::new().build(input, dim, scope).

experimental_assert_next_dataset

Shorthand for ExperimentalAssertNextDataset::new().build(input_dataset, transformations, scope).

experimental_bytes_produced_stats_dataset

Shorthand for ExperimentalBytesProducedStatsDataset::new().build(input_dataset, tag, scope).

experimental_csvdataset

Shorthand for ExperimentalCSVDataset::new().build(filenames, compression_type, buffer_size, header, field_delim, use_quote_delim, na_value, select_cols, record_defaults, scope).

experimental_dataset_cardinality

Shorthand for ExperimentalDatasetCardinality::new().build(input_dataset, scope).

experimental_dataset_to_tfrecord

Shorthand for ExperimentalDatasetToTFRecord::new().build(input_dataset, filename, compression_type, scope).

experimental_dense_to_sparse_batch_dataset

Shorthand for ExperimentalDenseToSparseBatchDataset::new().build(input_dataset, batch_size, row_shape, scope).

experimental_directed_interleave_dataset

Shorthand for ExperimentalDirectedInterleaveDataset::new().build(selector_input_dataset, data_input_datasets, scope).

experimental_group_by_reducer_dataset

Shorthand for ExperimentalGroupByReducerDataset::new().build(input_dataset, key_func_other_arguments, init_func_other_arguments, reduce_func_other_arguments, finalize_func_other_arguments, scope).

experimental_group_by_window_dataset

Shorthand for ExperimentalGroupByWindowDataset::new().build(input_dataset, key_func_other_arguments, reduce_func_other_arguments, window_size_func_other_arguments, scope).

experimental_identity_indexed_dataset

Shorthand for ExperimentalIdentityIndexedDataset::new().build(size, scope).

experimental_ignore_errors_dataset

Shorthand for ExperimentalIgnoreErrorsDataset::new().build(input_dataset, scope).

experimental_indexed_dataset_get

Shorthand for ExperimentalIndexedDatasetGet::new().build(materialized, index, scope).

experimental_indexed_dataset_materialize

Shorthand for ExperimentalIndexedDatasetMaterialize::new().build(dataset, materialized, scope).

experimental_iterator_get_device

Shorthand for ExperimentalIteratorGetDevice::new().build(resource, scope).

experimental_latency_stats_dataset

Shorthand for ExperimentalLatencyStatsDataset::new().build(input_dataset, tag, scope).

experimental_lmdbdataset

Shorthand for ExperimentalLMDBDataset::new().build(filenames, scope).

experimental_map_and_batch_dataset

Shorthand for ExperimentalMapAndBatchDataset::new().build(input_dataset, other_arguments, batch_size, num_parallel_calls, drop_remainder, scope).

experimental_map_dataset

Shorthand for ExperimentalMapDataset::new().build(input_dataset, other_arguments, scope).

experimental_matching_files_dataset

Shorthand for ExperimentalMatchingFilesDataset::new().build(patterns, scope).

experimental_materialized_index_dataset_handle

Shorthand for ExperimentalMaterializedIndexDatasetHandle::new().build(scope).

experimental_max_intra_op_parallelism_dataset

Shorthand for ExperimentalMaxIntraOpParallelismDataset::new().build(input_dataset, max_intra_op_parallelism, scope).

experimental_non_serializable_dataset

Shorthand for ExperimentalNonSerializableDataset::new().build(input_dataset, scope).

experimental_numa_map_and_batch_dataset

Shorthand for ExperimentalNumaMapAndBatchDataset::new().build(input_dataset, other_arguments, batch_size, num_parallel_calls, drop_remainder, scope).

experimental_parallel_interleave_dataset

Shorthand for ExperimentalParallelInterleaveDataset::new().build(input_dataset, other_arguments, cycle_length, block_length, sloppy, buffer_output_elements, prefetch_input_elements, scope).

experimental_parse_example_dataset

Shorthand for ExperimentalParseExampleDataset::new().build(input_dataset, num_parallel_calls, dense_defaults, scope).

experimental_private_thread_pool_dataset

Shorthand for ExperimentalPrivateThreadPoolDataset::new().build(input_dataset, num_threads, scope).

experimental_random_dataset

Shorthand for ExperimentalRandomDataset::new().build(seed, seed2, scope).

experimental_scan_dataset

Shorthand for ExperimentalScanDataset::new().build(input_dataset, initial_state, other_arguments, scope).

experimental_set_stats_aggregator_dataset

Shorthand for ExperimentalSetStatsAggregatorDataset::new().build(input_dataset, stats_aggregator, tag, counter_prefix, scope).

experimental_sleep_dataset

Shorthand for ExperimentalSleepDataset::new().build(input_dataset, sleep_microseconds, scope).

experimental_sliding_window_dataset

Shorthand for ExperimentalSlidingWindowDataset::new().build(input_dataset, window_size, window_shift, window_stride, scope).

experimental_sql_dataset

Shorthand for ExperimentalSqlDataset::new().build(driver_name, data_source_name, query, scope).

experimental_stats_aggregator_handle

Shorthand for ExperimentalStatsAggregatorHandle::new().build(scope).

experimental_stats_aggregator_summary

Shorthand for ExperimentalStatsAggregatorSummary::new().build(iterator, scope).

experimental_thread_pool_dataset

Shorthand for ExperimentalThreadPoolDataset::new().build(input_dataset, thread_pool, scope).

experimental_thread_pool_handle

Shorthand for ExperimentalThreadPoolHandle::new().build(scope).

experimental_unbatch_dataset

Shorthand for ExperimentalUnbatchDataset::new().build(input_dataset, scope).

experimental_unique_dataset

Shorthand for ExperimentalUniqueDataset::new().build(input_dataset, scope).

expm1

Shorthand for Expm1::new().build(x, scope).

extract_glimpse

Shorthand for ExtractGlimpse::new().build(input, size, offsets, scope).

extract_image_patches

Shorthand for ExtractImagePatches::new().build(images, scope).

extract_jpeg_shape

Shorthand for ExtractJpegShape::new().build(contents, scope).

extract_volume_patches

Shorthand for ExtractVolumePatches::new().build(input, scope).

fact

Shorthand for Fact::new().build(scope).

fake_param

Shorthand for FakeParam::new().build(scope).

fake_quant_with_min_max_args

Shorthand for FakeQuantWithMinMaxArgs::new().build(inputs, scope).

fake_quant_with_min_max_args_gradient

Shorthand for FakeQuantWithMinMaxArgsGradient::new().build(gradients, inputs, scope).

fake_quant_with_min_max_vars

Shorthand for FakeQuantWithMinMaxVars::new().build(inputs, min, max, scope).

fake_quant_with_min_max_vars_gradient

Shorthand for FakeQuantWithMinMaxVarsGradient::new().build(gradients, inputs, min, max, scope).

fake_quant_with_min_max_vars_per_channel

Shorthand for FakeQuantWithMinMaxVarsPerChannel::new().build(inputs, min, max, scope).

fake_quant_with_min_max_vars_per_channel_gradient

Shorthand for FakeQuantWithMinMaxVarsPerChannelGradient::new().build(gradients, inputs, min, max, scope).

fake_queue

Shorthand for FakeQueue::new().build(resource, scope).

fft

Shorthand for FFT::new().build(input, scope).

fft2_d

Shorthand for FFT2D::new().build(input, scope).

fft3_d

Shorthand for FFT3D::new().build(input, scope).

fifoqueue

Shorthand for FIFOQueue::new().build(scope).

fifoqueue_v2

Shorthand for FIFOQueueV2::new().build(scope).

fill

Shorthand for Fill::new().build(dims, value, scope).

filter_by_last_component_dataset

Shorthand for FilterByLastComponentDataset::new().build(input_dataset, scope).

filter_dataset

Shorthand for FilterDataset::new().build(input_dataset, other_arguments, scope).

fixed_length_record_dataset

Shorthand for FixedLengthRecordDataset::new().build(filenames, header_bytes, record_bytes, footer_bytes, buffer_size, scope).

fixed_length_record_dataset_v2

Shorthand for FixedLengthRecordDatasetV2::new().build(filenames, header_bytes, record_bytes, footer_bytes, buffer_size, compression_type, scope).

fixed_length_record_reader

Shorthand for FixedLengthRecordReader::new().build(scope).

fixed_length_record_reader_v2

Shorthand for FixedLengthRecordReaderV2::new().build(scope).

fixed_unigram_candidate_sampler

Shorthand for FixedUnigramCandidateSampler::new().build(true_classes, scope).

flat_map_dataset

Shorthand for FlatMapDataset::new().build(input_dataset, other_arguments, scope).

floor

Shorthand for Floor::new().build(x, scope).

floor_div

Shorthand for FloorDiv::new().build(x, y, scope).

floor_mod

Shorthand for FloorMod::new().build(x, y, scope).

flush_summary_writer

Shorthand for FlushSummaryWriter::new().build(writer, scope).

for_

Shorthand for For::new().build(start, limit, delta, input, scope).

fractional_avg_pool

Shorthand for FractionalAvgPool::new().build(value, scope).

fractional_avg_pool_grad

Shorthand for FractionalAvgPoolGrad::new().build(orig_input_tensor_shape, out_backprop, row_pooling_sequence, col_pooling_sequence, scope).

fractional_max_pool

Shorthand for FractionalMaxPool::new().build(value, scope).

fractional_max_pool_grad

Shorthand for FractionalMaxPoolGrad::new().build(orig_input, orig_output, out_backprop, row_pooling_sequence, col_pooling_sequence, scope).

fused_batch_norm

Shorthand for FusedBatchNorm::new().build(x, scale, offset, mean, variance, scope).

fused_batch_norm_grad

Shorthand for FusedBatchNormGrad::new().build(y_backprop, x, scale, reserve_space_1, reserve_space_2, scope).

fused_batch_norm_grad_v2

Shorthand for FusedBatchNormGradV2::new().build(y_backprop, x, scale, reserve_space_1, reserve_space_2, scope).

fused_batch_norm_v2

Shorthand for FusedBatchNormV2::new().build(x, scale, offset, mean, variance, scope).

fused_pad_conv2_d

Shorthand for FusedPadConv2D::new().build(input, paddings, filter, scope).

fused_resize_and_pad_conv2_d

Shorthand for FusedResizeAndPadConv2D::new().build(input, size, paddings, filter, scope).

gather

Shorthand for Gather::new().build(params, indices, scope).

gather_nd

Shorthand for GatherNd::new().build(params, indices, scope).

gather_v2

Shorthand for GatherV2::new().build(params, indices, axis, scope).

generate_vocab_remapping

Shorthand for GenerateVocabRemapping::new().build(new_vocab_file, old_vocab_file, scope).

generator_dataset

Shorthand for GeneratorDataset::new().build(init_func_other_args, next_func_other_args, finalize_func_other_args, scope).

get_session_handle

Shorthand for GetSessionHandle::new().build(value, scope).

get_session_handle_v2

Shorthand for GetSessionHandleV2::new().build(value, scope).

get_session_tensor

Shorthand for GetSessionTensor::new().build(handle, scope).

greater

Shorthand for Greater::new().build(x, y, scope).

greater_equal

Shorthand for GreaterEqual::new().build(x, y, scope).

guarantee_const

Shorthand for GuaranteeConst::new().build(input, scope).

hash_table

Shorthand for HashTable::new().build(scope).

hash_table_v2

Shorthand for HashTableV2::new().build(scope).

histogram_fixed_width

Shorthand for HistogramFixedWidth::new().build(values, value_range, nbins, scope).

histogram_summary

Shorthand for HistogramSummary::new().build(tag, values, scope).

host_const

Shorthand for HostConst::new().build(scope).

hsvto_rgb

Shorthand for HSVToRGB::new().build(images, scope).

identity

Shorthand for Identity::new().build(input, scope).

identity_n

Shorthand for IdentityN::new().build(input, scope).

identity_reader

Shorthand for IdentityReader::new().build(scope).

identity_reader_v2

Shorthand for IdentityReaderV2::new().build(scope).

if_

Shorthand for If::new().build(cond, input, scope).

ifft

Shorthand for IFFT::new().build(input, scope).

ifft2_d

Shorthand for IFFT2D::new().build(input, scope).

ifft3_d

Shorthand for IFFT3D::new().build(input, scope).

igamma

Shorthand for Igamma::new().build(a, x, scope).

igamma_grad_a

Shorthand for IgammaGradA::new().build(a, x, scope).

igammac

Shorthand for Igammac::new().build(a, x, scope).

imag

Shorthand for Imag::new().build(input, scope).

image_summary

Shorthand for ImageSummary::new().build(tag, tensor, scope).

immutable_const

Shorthand for ImmutableConst::new().build(scope).

import_event

Shorthand for ImportEvent::new().build(writer, event, scope).

in_top_k

Shorthand for InTopK::new().build(predictions, targets, scope).

in_top_kv2

Shorthand for InTopKV2::new().build(predictions, targets, k, scope).

initialize_table

Shorthand for InitializeTable::new().build(table_handle, keys, values, scope).

initialize_table_from_text_file

Shorthand for InitializeTableFromTextFile::new().build(table_handle, filename, scope).

initialize_table_from_text_file_v2

Shorthand for InitializeTableFromTextFileV2::new().build(table_handle, filename, scope).

initialize_table_v2

Shorthand for InitializeTableV2::new().build(table_handle, keys, values, scope).

inplace_add

Shorthand for InplaceAdd::new().build(x, i, v, scope).

inplace_sub

Shorthand for InplaceSub::new().build(x, i, v, scope).

inplace_update

Shorthand for InplaceUpdate::new().build(x, i, v, scope).

interleave_dataset

Shorthand for InterleaveDataset::new().build(input_dataset, other_arguments, cycle_length, block_length, scope).

inv

Shorthand for Inv::new().build(x, scope).

inv_grad

Shorthand for InvGrad::new().build(y, dy, scope).

invert

Shorthand for Invert::new().build(x, scope).

invert_permutation

Shorthand for InvertPermutation::new().build(x, scope).

irfft

Shorthand for IRFFT::new().build(input, fft_length, scope).

irfft2_d

Shorthand for IRFFT2D::new().build(input, fft_length, scope).

irfft3_d

Shorthand for IRFFT3D::new().build(input, fft_length, scope).

is_boosted_trees_ensemble_initialized

Shorthand for IsBoostedTreesEnsembleInitialized::new().build(tree_ensemble_handle, scope).

is_boosted_trees_quantile_stream_resource_initialized

Shorthand for IsBoostedTreesQuantileStreamResourceInitialized::new().build(quantile_stream_resource_handle, scope).

is_finite

Shorthand for IsFinite::new().build(x, scope).

is_inf

Shorthand for IsInf::new().build(x, scope).

is_nan

Shorthand for IsNan::new().build(x, scope).

is_variable_initialized

Shorthand for IsVariableInitialized::new().build(ref_, scope).

iterator

Shorthand for Iterator::new().build(scope).

iterator_from_string_handle

Shorthand for IteratorFromStringHandle::new().build(string_handle, scope).

iterator_from_string_handle_v2

Shorthand for IteratorFromStringHandleV2::new().build(string_handle, scope).

iterator_get_next

Shorthand for IteratorGetNext::new().build(iterator, scope).

iterator_get_next_as_optional

Shorthand for IteratorGetNextAsOptional::new().build(iterator, scope).

iterator_get_next_sync

Shorthand for IteratorGetNextSync::new().build(iterator, scope).

iterator_to_string_handle

Shorthand for IteratorToStringHandle::new().build(resource_handle, scope).

iterator_v2

Shorthand for IteratorV2::new().build(scope).

l2_loss

Shorthand for L2Loss::new().build(t, scope).

leaky_relu

Shorthand for LeakyRelu::new().build(features, scope).

leaky_relu_grad

Shorthand for LeakyReluGrad::new().build(gradients, features, scope).

learned_unigram_candidate_sampler

Shorthand for LearnedUnigramCandidateSampler::new().build(true_classes, scope).

left_shift

Shorthand for LeftShift::new().build(x, y, scope).

less

Shorthand for Less::new().build(x, y, scope).

less_equal

Shorthand for LessEqual::new().build(x, y, scope).

lgamma

Shorthand for Lgamma::new().build(x, scope).

lin_space

Shorthand for LinSpace::new().build(start, stop, num, scope).

list_diff

Shorthand for ListDiff::new().build(x, y, scope).

lmdbreader

Shorthand for LMDBReader::new().build(scope).

load_and_remap_matrix

Shorthand for LoadAndRemapMatrix::new().build(ckpt_path, old_tensor_name, row_remapping, col_remapping, initializing_values, scope).

log

Shorthand for Log::new().build(x, scope).

log1p

Shorthand for Log1p::new().build(x, scope).

log_matrix_determinant

Shorthand for LogMatrixDeterminant::new().build(input, scope).

log_softmax

Shorthand for LogSoftmax::new().build(logits, scope).

log_uniform_candidate_sampler

Shorthand for LogUniformCandidateSampler::new().build(true_classes, scope).

logical_and

Shorthand for LogicalAnd::new().build(x, y, scope).

logical_not

Shorthand for LogicalNot::new().build(x, scope).

logical_or

Shorthand for LogicalOr::new().build(x, y, scope).

lookup_table_export

Shorthand for LookupTableExport::new().build(table_handle, scope).

lookup_table_export_v2

Shorthand for LookupTableExportV2::new().build(table_handle, scope).

lookup_table_find

Shorthand for LookupTableFind::new().build(table_handle, keys, default_value, scope).

lookup_table_find_v2

Shorthand for LookupTableFindV2::new().build(table_handle, keys, default_value, scope).

lookup_table_import

Shorthand for LookupTableImport::new().build(table_handle, keys, values, scope).

lookup_table_import_v2

Shorthand for LookupTableImportV2::new().build(table_handle, keys, values, scope).

lookup_table_insert

Shorthand for LookupTableInsert::new().build(table_handle, keys, values, scope).

lookup_table_insert_v2

Shorthand for LookupTableInsertV2::new().build(table_handle, keys, values, scope).

lookup_table_remove_v2

Shorthand for LookupTableRemoveV2::new().build(table_handle, keys, scope).

lookup_table_size

Shorthand for LookupTableSize::new().build(table_handle, scope).

lookup_table_size_v2

Shorthand for LookupTableSizeV2::new().build(table_handle, scope).

loop_cond

Shorthand for LoopCond::new().build(input, scope).

lower_bound

Shorthand for LowerBound::new().build(sorted_inputs, values, scope).

lrn

Shorthand for LRN::new().build(input, scope).

lrngrad

Shorthand for LRNGrad::new().build(input_grads, input_image, output_image, scope).

lu

Shorthand for Lu::new().build(input, scope).

make_iterator

Shorthand for MakeIterator::new().build(dataset, iterator, scope).

map_clear

Shorthand for MapClear::new().build(scope).

map_dataset

Shorthand for MapDataset::new().build(input_dataset, other_arguments, scope).

map_defun

Shorthand for MapDefun::new().build(arguments, captured_inputs, scope).

map_incomplete_size

Shorthand for MapIncompleteSize::new().build(scope).

map_peek

Shorthand for MapPeek::new().build(key, indices, scope).

map_size

Shorthand for MapSize::new().build(scope).

map_stage

Shorthand for MapStage::new().build(key, indices, values, scope).

map_unstage

Shorthand for MapUnstage::new().build(key, indices, scope).

map_unstage_no_key

Shorthand for MapUnstageNoKey::new().build(indices, scope).

mat_mul

Shorthand for MatMul::new().build(a, b, scope).

matching_files

Shorthand for MatchingFiles::new().build(pattern, scope).

matrix_band_part

Shorthand for MatrixBandPart::new().build(input, num_lower, num_upper, scope).

matrix_determinant

Shorthand for MatrixDeterminant::new().build(input, scope).

matrix_diag

Shorthand for MatrixDiag::new().build(diagonal, scope).

matrix_diag_part

Shorthand for MatrixDiagPart::new().build(input, scope).

matrix_exponential

Shorthand for MatrixExponential::new().build(input, scope).

matrix_inverse

Shorthand for MatrixInverse::new().build(input, scope).

matrix_logarithm

Shorthand for MatrixLogarithm::new().build(input, scope).

matrix_set_diag

Shorthand for MatrixSetDiag::new().build(input, diagonal, scope).

matrix_solve

Shorthand for MatrixSolve::new().build(matrix, rhs, scope).

matrix_solve_ls

Shorthand for MatrixSolveLs::new().build(matrix, rhs, l2_regularizer, scope).

matrix_square_root

Shorthand for MatrixSquareRoot::new().build(input, scope).

matrix_triangular_solve

Shorthand for MatrixTriangularSolve::new().build(matrix, rhs, scope).

max

Shorthand for Max::new().build(input, reduction_indices, scope).

max_pool

Shorthand for MaxPool::new().build(input, scope).

max_pool3_d

Shorthand for MaxPool3D::new().build(input, scope).

max_pool3_dgrad

Shorthand for MaxPool3DGrad::new().build(orig_input, orig_output, grad, scope).

max_pool3_dgrad_grad

Shorthand for MaxPool3DGradGrad::new().build(orig_input, orig_output, grad, scope).

max_pool_grad

Shorthand for MaxPoolGrad::new().build(orig_input, orig_output, grad, scope).

max_pool_grad_grad

Shorthand for MaxPoolGradGrad::new().build(orig_input, orig_output, grad, scope).

max_pool_grad_grad_v2

Shorthand for MaxPoolGradGradV2::new().build(orig_input, orig_output, grad, ksize, strides, scope).

max_pool_grad_grad_with_argmax

Shorthand for MaxPoolGradGradWithArgmax::new().build(input, grad, argmax, scope).

max_pool_grad_v2

Shorthand for MaxPoolGradV2::new().build(orig_input, orig_output, grad, ksize, strides, scope).

max_pool_grad_with_argmax

Shorthand for MaxPoolGradWithArgmax::new().build(input, grad, argmax, scope).

max_pool_v2

Shorthand for MaxPoolV2::new().build(input, ksize, strides, scope).

max_pool_with_argmax

Shorthand for MaxPoolWithArgmax::new().build(input, scope).

maximum

Shorthand for Maximum::new().build(x, y, scope).

mean

Shorthand for Mean::new().build(input, reduction_indices, scope).

merge

Shorthand for Merge::new().build(inputs, scope).

merge_summary

Shorthand for MergeSummary::new().build(inputs, scope).

merge_v2_checkpoints

Shorthand for MergeV2Checkpoints::new().build(checkpoint_prefixes, destination_prefix, scope).

mfcc

Shorthand for Mfcc::new().build(spectrogram, sample_rate, scope).

min

Shorthand for Min::new().build(input, reduction_indices, scope).

minimum

Shorthand for Minimum::new().build(x, y, scope).

mirror_pad

Shorthand for MirrorPad::new().build(input, paddings, scope).

mirror_pad_grad

Shorthand for MirrorPadGrad::new().build(input, paddings, scope).

mod_

Shorthand for Mod::new().build(x, y, scope).

model_dataset

Shorthand for ModelDataset::new().build(input_dataset, scope).

mul

Shorthand for Mul::new().build(x, y, scope).

multi_device_iterator

Shorthand for MultiDeviceIterator::new().build(scope).

multi_device_iterator_from_string_handle

Shorthand for MultiDeviceIteratorFromStringHandle::new().build(string_handle, scope).

multi_device_iterator_get_next_from_shard

Shorthand for MultiDeviceIteratorGetNextFromShard::new().build(multi_device_iterator, shard_num, incarnation_id, scope).

multi_device_iterator_init

Shorthand for MultiDeviceIteratorInit::new().build(dataset, multi_device_iterator, max_buffer_size, scope).

multi_device_iterator_to_string_handle

Shorthand for MultiDeviceIteratorToStringHandle::new().build(multi_device_iterator, scope).

multinomial

Shorthand for Multinomial::new().build(logits, num_samples, scope).

multiply

Shorthand for Multiply::new().build(scope), a, b).

mutable_dense_hash_table

Shorthand for MutableDenseHashTable::new().build(empty_key, scope).

mutable_dense_hash_table_v2

Shorthand for MutableDenseHashTableV2::new().build(empty_key, deleted_key, scope).

mutable_hash_table

Shorthand for MutableHashTable::new().build(scope).

mutable_hash_table_of_tensors

Shorthand for MutableHashTableOfTensors::new().build(scope).

mutable_hash_table_of_tensors_v2

Shorthand for MutableHashTableOfTensorsV2::new().build(scope).

mutable_hash_table_v2

Shorthand for MutableHashTableV2::new().build(scope).

mutex_lock

Shorthand for MutexLock::new().build(mutex, scope).

mutex_v2

Shorthand for MutexV2::new().build(scope).

nccl_all_reduce

Shorthand for NcclAllReduce::new().build(input, scope).

nccl_broadcast

Shorthand for NcclBroadcast::new().build(input, scope).

nccl_reduce

Shorthand for NcclReduce::new().build(input, scope).

neg

Shorthand for Neg::new().build(x, scope).

neg_train

Shorthand for NegTrain::new().build(w_in, w_out, examples, labels, lr, scope).

next_iteration

Shorthand for NextIteration::new().build(data, scope).

no_op

Shorthand for NoOp::new().build(scope).

non_max_suppression

Shorthand for NonMaxSuppression::new().build(boxes, scores, max_output_size, scope).

non_max_suppression_v2

Shorthand for NonMaxSuppressionV2::new().build(boxes, scores, max_output_size, iou_threshold, scope).

non_max_suppression_v3

Shorthand for NonMaxSuppressionV3::new().build(boxes, scores, max_output_size, iou_threshold, score_threshold, scope).

non_max_suppression_v4

Shorthand for NonMaxSuppressionV4::new().build(boxes, scores, max_output_size, iou_threshold, score_threshold, scope).

non_max_suppression_with_overlaps

Shorthand for NonMaxSuppressionWithOverlaps::new().build(overlaps, scores, max_output_size, overlap_threshold, score_threshold, scope).

not_equal

Shorthand for NotEqual::new().build(x, y, scope).

nth_element

Shorthand for NthElement::new().build(input, n, scope).

one_hot

Shorthand for OneHot::new().build(indices, depth, on_value, off_value, scope).

one_shot_iterator

Shorthand for OneShotIterator::new().build(scope).

ones_like

Shorthand for OnesLike::new().build(x, scope).

optimize_dataset

Shorthand for OptimizeDataset::new().build(input_dataset, optimizations, scope).

optional_from_value

Shorthand for OptionalFromValue::new().build(components, scope).

optional_get_value

Shorthand for OptionalGetValue::new().build(optional, scope).

optional_has_value

Shorthand for OptionalHasValue::new().build(optional, scope).

optional_none

Shorthand for OptionalNone::new().build(scope).

ordered_map_clear

Shorthand for OrderedMapClear::new().build(scope).

ordered_map_incomplete_size

Shorthand for OrderedMapIncompleteSize::new().build(scope).

ordered_map_peek

Shorthand for OrderedMapPeek::new().build(key, indices, scope).

ordered_map_size

Shorthand for OrderedMapSize::new().build(scope).

ordered_map_stage

Shorthand for OrderedMapStage::new().build(key, indices, values, scope).

ordered_map_unstage

Shorthand for OrderedMapUnstage::new().build(key, indices, scope).

ordered_map_unstage_no_key

Shorthand for OrderedMapUnstageNoKey::new().build(indices, scope).

pack

Shorthand for Pack::new().build(values, scope).

pad

Shorthand for Pad::new().build(input, paddings, scope).

pad_v2

Shorthand for PadV2::new().build(input, paddings, constant_values, scope).

padded_batch_dataset

Shorthand for PaddedBatchDataset::new().build(input_dataset, batch_size, padded_shapes, padding_values, scope).

padded_batch_dataset_v2

Shorthand for PaddedBatchDatasetV2::new().build(input_dataset, batch_size, padded_shapes, padding_values, drop_remainder, scope).

padding_fifoqueue

Shorthand for PaddingFIFOQueue::new().build(scope).

padding_fifoqueue_v2

Shorthand for PaddingFIFOQueueV2::new().build(scope).

parallel_concat

Shorthand for ParallelConcat::new().build(values, scope).

parallel_dynamic_stitch

Shorthand for ParallelDynamicStitch::new().build(indices, data, scope).

parallel_interleave_dataset_v2

Shorthand for ParallelInterleaveDatasetV2::new().build(input_dataset, other_arguments, cycle_length, block_length, num_parallel_calls, scope).

parallel_map_dataset

Shorthand for ParallelMapDataset::new().build(input_dataset, other_arguments, num_parallel_calls, scope).

parameterized_truncated_normal

Shorthand for ParameterizedTruncatedNormal::new().build(shape, means, stdevs, minvals, maxvals, scope).

parse_example

Shorthand for ParseExample::new().build(serialized, names, sparse_keys, dense_keys, dense_defaults, scope).

parse_sequence_example

Shorthand for ParseSequenceExample::new().build(serialized, debug_name, context_dense_defaults, scope).

parse_single_example

Shorthand for ParseSingleExample::new().build(serialized, dense_defaults, scope).

parse_single_sequence_example

Shorthand for ParseSingleSequenceExample::new().build(serialized, feature_list_dense_missing_assumed_empty, context_sparse_keys, context_dense_keys, feature_list_sparse_keys, feature_list_dense_keys, context_dense_defaults, debug_name, scope).

parse_tensor

Shorthand for ParseTensor::new().build(serialized, scope).

partitioned_call

Shorthand for PartitionedCall::new().build(args, scope).

placeholder

Shorthand for Placeholder::new().build(scope).

placeholder_v2

Shorthand for PlaceholderV2::new().build(scope).

placeholder_with_default

Shorthand for PlaceholderWithDefault::new().build(input, scope).

polygamma

Shorthand for Polygamma::new().build(a, x, scope).

population_count

Shorthand for PopulationCount::new().build(x, scope).

pow

Shorthand for Pow::new().build(x, y, scope).

prefetch_dataset

Shorthand for PrefetchDataset::new().build(input_dataset, buffer_size, scope).

prevent_gradient

Shorthand for PreventGradient::new().build(input, scope).

print

Shorthand for Print::new().build(input, data, scope).

print_v2

Shorthand for PrintV2::new().build(input, scope).

priority_queue

Shorthand for PriorityQueue::new().build(scope).

priority_queue_v2

Shorthand for PriorityQueueV2::new().build(scope).

prod

Shorthand for Prod::new().build(input, reduction_indices, scope).

py_func

Shorthand for PyFunc::new().build(input, scope).

py_func_stateless

Shorthand for PyFuncStateless::new().build(input, scope).

qr

Shorthand for Qr::new().build(input, scope).

quantize_and_dequantize

Shorthand for QuantizeAndDequantize::new().build(input, scope).

quantize_and_dequantize_v2

Shorthand for QuantizeAndDequantizeV2::new().build(input, input_min, input_max, scope).

quantize_and_dequantize_v3

Shorthand for QuantizeAndDequantizeV3::new().build(input, input_min, input_max, num_bits, scope).

quantize_down_and_shrink_range

Shorthand for QuantizeDownAndShrinkRange::new().build(input, input_min, input_max, scope).

quantize_v2

Shorthand for QuantizeV2::new().build(input, min_range, max_range, scope).

quantized_add

Shorthand for QuantizedAdd::new().build(x, y, min_x, max_x, min_y, max_y, scope).

quantized_avg_pool

Shorthand for QuantizedAvgPool::new().build(input, min_input, max_input, scope).

quantized_batch_norm_with_global_normalization

Shorthand for QuantizedBatchNormWithGlobalNormalization::new().build(t, t_min, t_max, m, m_min, m_max, v, v_min, v_max, beta, beta_min, beta_max, gamma, gamma_min, gamma_max, scope).

quantized_bias_add

Shorthand for QuantizedBiasAdd::new().build(input, bias, min_input, max_input, min_bias, max_bias, scope).

quantized_concat

Shorthand for QuantizedConcat::new().build(concat_dim, values, input_mins, input_maxes, scope).

quantized_conv2_d

Shorthand for QuantizedConv2D::new().build(input, filter, min_input, max_input, min_filter, max_filter, scope).

quantized_instance_norm

Shorthand for QuantizedInstanceNorm::new().build(x, x_min, x_max, scope).

quantized_mat_mul

Shorthand for QuantizedMatMul::new().build(a, b, min_a, max_a, min_b, max_b, scope).

quantized_max_pool

Shorthand for QuantizedMaxPool::new().build(input, min_input, max_input, scope).

quantized_mul

Shorthand for QuantizedMul::new().build(x, y, min_x, max_x, min_y, max_y, scope).

quantized_relu

Shorthand for QuantizedRelu::new().build(features, min_features, max_features, scope).

quantized_relu6

Shorthand for QuantizedRelu6::new().build(features, min_features, max_features, scope).

quantized_relu_x

Shorthand for QuantizedReluX::new().build(features, max_value, min_features, max_features, scope).

quantized_reshape

Shorthand for QuantizedReshape::new().build(tensor, shape, input_min, input_max, scope).

quantized_resize_bilinear

Shorthand for QuantizedResizeBilinear::new().build(images, size, min, max, scope).

queue_close

Shorthand for QueueClose::new().build(handle, scope).

queue_close_v2

Shorthand for QueueCloseV2::new().build(handle, scope).

queue_dequeue

Shorthand for QueueDequeue::new().build(handle, scope).

queue_dequeue_many

Shorthand for QueueDequeueMany::new().build(handle, n, scope).

queue_dequeue_many_v2

Shorthand for QueueDequeueManyV2::new().build(handle, n, scope).

queue_dequeue_up_to

Shorthand for QueueDequeueUpTo::new().build(handle, n, scope).

queue_dequeue_up_to_v2

Shorthand for QueueDequeueUpToV2::new().build(handle, n, scope).

queue_dequeue_v2

Shorthand for QueueDequeueV2::new().build(handle, scope).

queue_enqueue

Shorthand for QueueEnqueue::new().build(handle, components, scope).

queue_enqueue_many

Shorthand for QueueEnqueueMany::new().build(handle, components, scope).

queue_enqueue_many_v2

Shorthand for QueueEnqueueManyV2::new().build(handle, components, scope).

queue_enqueue_v2

Shorthand for QueueEnqueueV2::new().build(handle, components, scope).

queue_is_closed

Shorthand for QueueIsClosed::new().build(handle, scope).

queue_is_closed_v2

Shorthand for QueueIsClosedV2::new().build(handle, scope).

queue_size

Shorthand for QueueSize::new().build(handle, scope).

queue_size_v2

Shorthand for QueueSizeV2::new().build(handle, scope).

ragged_gather

Shorthand for RaggedGather::new().build(params_nested_splits, params_dense_values, indices, scope).

ragged_range

Shorthand for RaggedRange::new().build(starts, limits, deltas, scope).

ragged_tensor_to_sparse

Shorthand for RaggedTensorToSparse::new().build(rt_nested_splits, rt_dense_values, scope).

random_crop

Shorthand for RandomCrop::new().build(image, size, scope).

random_gamma

Shorthand for RandomGamma::new().build(shape, alpha, scope).

random_gamma_grad

Shorthand for RandomGammaGrad::new().build(alpha, sample, scope).

random_normal

Shorthand for RandomNormal::new().build(scope), x).

random_poisson

Shorthand for RandomPoisson::new().build(shape, rate, scope).

random_poisson_v2

Shorthand for RandomPoissonV2::new().build(shape, rate, scope).

random_shuffle

Shorthand for RandomShuffle::new().build(value, scope).

random_shuffle_queue

Shorthand for RandomShuffleQueue::new().build(scope).

random_shuffle_queue_v2

Shorthand for RandomShuffleQueueV2::new().build(scope).

random_standard_normal

Shorthand for RandomStandardNormal::new().build(shape, scope).

random_uniform

Shorthand for RandomUniform::new().build(shape, scope).

random_uniform_int

Shorthand for RandomUniformInt::new().build(shape, minval, maxval, scope).

range

Shorthand for Range::new().build(start, limit, delta, scope).

range_dataset

Shorthand for RangeDataset::new().build(start, stop, step, scope).

rank

Shorthand for Rank::new().build(input, scope).

read_file

Shorthand for ReadFile::new().build(filename, scope).

read_variable_op

Shorthand for ReadVariableOp::new().build(resource, scope).

reader_num_records_produced

Shorthand for ReaderNumRecordsProduced::new().build(reader_handle, scope).

reader_num_records_produced_v2

Shorthand for ReaderNumRecordsProducedV2::new().build(reader_handle, scope).

reader_num_work_units_completed

Shorthand for ReaderNumWorkUnitsCompleted::new().build(reader_handle, scope).

reader_num_work_units_completed_v2

Shorthand for ReaderNumWorkUnitsCompletedV2::new().build(reader_handle, scope).

reader_read

Shorthand for ReaderRead::new().build(reader_handle, queue_handle, scope).

reader_read_up_to

Shorthand for ReaderReadUpTo::new().build(reader_handle, queue_handle, num_records, scope).

reader_read_up_to_v2

Shorthand for ReaderReadUpToV2::new().build(reader_handle, queue_handle, num_records, scope).

reader_read_v2

Shorthand for ReaderReadV2::new().build(reader_handle, queue_handle, scope).

reader_reset

Shorthand for ReaderReset::new().build(reader_handle, scope).

reader_reset_v2

Shorthand for ReaderResetV2::new().build(reader_handle, scope).

reader_restore_state

Shorthand for ReaderRestoreState::new().build(reader_handle, state, scope).

reader_restore_state_v2

Shorthand for ReaderRestoreStateV2::new().build(reader_handle, state, scope).

reader_serialize_state

Shorthand for ReaderSerializeState::new().build(reader_handle, scope).

reader_serialize_state_v2

Shorthand for ReaderSerializeStateV2::new().build(reader_handle, scope).

real

Shorthand for Real::new().build(input, scope).

real_div

Shorthand for RealDiv::new().build(x, y, scope).

reciprocal

Shorthand for Reciprocal::new().build(x, scope).

reciprocal_grad

Shorthand for ReciprocalGrad::new().build(y, dy, scope).

record_input

Shorthand for RecordInput::new().build(scope).

reduce_dataset

Shorthand for ReduceDataset::new().build(input_dataset, initial_state, other_arguments, scope).

reduce_join

Shorthand for ReduceJoin::new().build(inputs, reduction_indices, scope).

ref_enter

Shorthand for RefEnter::new().build(data, scope).

ref_exit

Shorthand for RefExit::new().build(data, scope).

ref_identity

Shorthand for RefIdentity::new().build(input, scope).

ref_merge

Shorthand for RefMerge::new().build(inputs, scope).

ref_next_iteration

Shorthand for RefNextIteration::new().build(data, scope).

ref_select

Shorthand for RefSelect::new().build(index, inputs, scope).

ref_switch

Shorthand for RefSwitch::new().build(data, pred, scope).

regex_full_match

Shorthand for RegexFullMatch::new().build(input, pattern, scope).

regex_replace

Shorthand for RegexReplace::new().build(input, pattern, rewrite, scope).

relu

Shorthand for Relu::new().build(features, scope).

relu6

Shorthand for Relu6::new().build(features, scope).

relu6_grad

Shorthand for Relu6Grad::new().build(gradients, features, scope).

relu_grad

Shorthand for ReluGrad::new().build(gradients, features, scope).

remote_call

Shorthand for RemoteCall::new().build(target, args, scope).

remote_fused_graph_execute

Shorthand for RemoteFusedGraphExecute::new().build(inputs, scope).

repeat_dataset

Shorthand for RepeatDataset::new().build(input_dataset, count, scope).

requantization_range

Shorthand for RequantizationRange::new().build(input, input_min, input_max, scope).

requantize

Shorthand for Requantize::new().build(input, input_min, input_max, requested_output_min, requested_output_max, scope).

reshape

Shorthand for Reshape::new().build(tensor, shape, scope).

resize_area

Shorthand for ResizeArea::new().build(images, size, scope).

resize_bicubic

Shorthand for ResizeBicubic::new().build(images, size, scope).

resize_bicubic_grad

Shorthand for ResizeBicubicGrad::new().build(grads, original_image, scope).

resize_bilinear

Shorthand for ResizeBilinear::new().build(images, size, scope).

resize_bilinear_grad

Shorthand for ResizeBilinearGrad::new().build(grads, original_image, scope).

resize_nearest_neighbor

Shorthand for ResizeNearestNeighbor::new().build(images, size, scope).

resize_nearest_neighbor_grad

Shorthand for ResizeNearestNeighborGrad::new().build(grads, size, scope).

resource_apply_ada_max

Shorthand for ResourceApplyAdaMax::new().build(var, m, v, beta1_power, lr, beta1, beta2, epsilon, grad, scope).

resource_apply_adadelta

Shorthand for ResourceApplyAdadelta::new().build(var, accum, accum_update, lr, rho, epsilon, grad, scope).

resource_apply_adagrad

Shorthand for ResourceApplyAdagrad::new().build(var, accum, lr, grad, scope).

resource_apply_adagrad_da

Shorthand for ResourceApplyAdagradDA::new().build(var, gradient_accumulator, gradient_squared_accumulator, grad, lr, l1, l2, global_step, scope).

resource_apply_adam

Shorthand for ResourceApplyAdam::new().build(var, m, v, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, scope).

resource_apply_adam_with_amsgrad

Shorthand for ResourceApplyAdamWithAmsgrad::new().build(var, m, v, vhat, beta1_power, beta2_power, lr, beta1, beta2, epsilon, grad, scope).

resource_apply_add_sign

Shorthand for ResourceApplyAddSign::new().build(var, m, lr, alpha, sign_decay, beta, grad, scope).

resource_apply_centered_rmsprop

Shorthand for ResourceApplyCenteredRMSProp::new().build(var, mg, ms, mom, lr, rho, momentum, epsilon, grad, scope).

resource_apply_ftrl

Shorthand for ResourceApplyFtrl::new().build(var, accum, linear, grad, lr, l1, l2, lr_power, scope).

resource_apply_ftrl_v2

Shorthand for ResourceApplyFtrlV2::new().build(var, accum, linear, grad, lr, l1, l2, l2_shrinkage, lr_power, scope).

resource_apply_gradient_descent

Shorthand for ResourceApplyGradientDescent::new().build(var, alpha, delta, scope).

resource_apply_keras_momentum

Shorthand for ResourceApplyKerasMomentum::new().build(var, accum, lr, grad, momentum, scope).

resource_apply_momentum

Shorthand for ResourceApplyMomentum::new().build(var, accum, lr, grad, momentum, scope).

resource_apply_power_sign

Shorthand for ResourceApplyPowerSign::new().build(var, m, lr, logbase, sign_decay, beta, grad, scope).

resource_apply_proximal_adagrad

Shorthand for ResourceApplyProximalAdagrad::new().build(var, accum, lr, l1, l2, grad, scope).

resource_apply_proximal_gradient_descent

Shorthand for ResourceApplyProximalGradientDescent::new().build(var, alpha, l1, l2, delta, scope).

resource_apply_rmsprop

Shorthand for ResourceApplyRMSProp::new().build(var, ms, mom, lr, rho, momentum, epsilon, grad, scope).

resource_count_up_to

Shorthand for ResourceCountUpTo::new().build(resource, scope).

resource_gather

Shorthand for ResourceGather::new().build(resource, indices, scope).

resource_scatter_add

Shorthand for ResourceScatterAdd::new().build(resource, indices, updates, scope).

resource_scatter_div

Shorthand for ResourceScatterDiv::new().build(resource, indices, updates, scope).

resource_scatter_max

Shorthand for ResourceScatterMax::new().build(resource, indices, updates, scope).

resource_scatter_min

Shorthand for ResourceScatterMin::new().build(resource, indices, updates, scope).

resource_scatter_mul

Shorthand for ResourceScatterMul::new().build(resource, indices, updates, scope).

resource_scatter_nd_add

Shorthand for ResourceScatterNdAdd::new().build(ref_, indices, updates, scope).

resource_scatter_nd_update

Shorthand for ResourceScatterNdUpdate::new().build(ref_, indices, updates, scope).

resource_scatter_sub

Shorthand for ResourceScatterSub::new().build(resource, indices, updates, scope).

resource_scatter_update

Shorthand for ResourceScatterUpdate::new().build(resource, indices, updates, scope).

resource_sparse_apply_adadelta

Shorthand for ResourceSparseApplyAdadelta::new().build(var, accum, accum_update, lr, rho, epsilon, grad, indices, scope).

resource_sparse_apply_adagrad

Shorthand for ResourceSparseApplyAdagrad::new().build(var, accum, lr, grad, indices, scope).

resource_sparse_apply_adagrad_da

Shorthand for ResourceSparseApplyAdagradDA::new().build(var, gradient_accumulator, gradient_squared_accumulator, grad, indices, lr, l1, l2, global_step, scope).

resource_sparse_apply_centered_rmsprop

Shorthand for ResourceSparseApplyCenteredRMSProp::new().build(var, mg, ms, mom, lr, rho, momentum, epsilon, grad, indices, scope).

resource_sparse_apply_ftrl

Shorthand for ResourceSparseApplyFtrl::new().build(var, accum, linear, grad, indices, lr, l1, l2, lr_power, scope).

resource_sparse_apply_ftrl_v2

Shorthand for ResourceSparseApplyFtrlV2::new().build(var, accum, linear, grad, indices, lr, l1, l2, l2_shrinkage, lr_power, scope).

resource_sparse_apply_keras_momentum

Shorthand for ResourceSparseApplyKerasMomentum::new().build(var, accum, lr, grad, indices, momentum, scope).

resource_sparse_apply_momentum

Shorthand for ResourceSparseApplyMomentum::new().build(var, accum, lr, grad, indices, momentum, scope).

resource_sparse_apply_proximal_adagrad

Shorthand for ResourceSparseApplyProximalAdagrad::new().build(var, accum, lr, l1, l2, grad, indices, scope).

resource_sparse_apply_proximal_gradient_descent

Shorthand for ResourceSparseApplyProximalGradientDescent::new().build(var, alpha, l1, l2, grad, indices, scope).

resource_sparse_apply_rmsprop

Shorthand for ResourceSparseApplyRMSProp::new().build(var, ms, mom, lr, rho, momentum, epsilon, grad, indices, scope).

resource_strided_slice_assign

Shorthand for ResourceStridedSliceAssign::new().build(ref_, begin, end, strides, value, scope).

restore

Shorthand for Restore::new().build(file_pattern, tensor_name, scope).

restore_slice

Shorthand for RestoreSlice::new().build(file_pattern, tensor_name, shape_and_slice, scope).

restore_v2

Shorthand for RestoreV2::new().build(prefix, tensor_names, shape_and_slices, scope).

reverse

Shorthand for Reverse::new().build(tensor, dims, scope).

reverse_sequence

Shorthand for ReverseSequence::new().build(input, seq_lengths, scope).

reverse_v2

Shorthand for ReverseV2::new().build(tensor, axis, scope).

rfft

Shorthand for RFFT::new().build(input, fft_length, scope).

rfft2_d

Shorthand for RFFT2D::new().build(input, fft_length, scope).

rfft3_d

Shorthand for RFFT3D::new().build(input, fft_length, scope).

rgbto_hsv

Shorthand for RGBToHSV::new().build(images, scope).

right_shift

Shorthand for RightShift::new().build(x, y, scope).

rint

Shorthand for Rint::new().build(x, scope).

roll

Shorthand for Roll::new().build(input, shift, axis, scope).

round

Shorthand for Round::new().build(x, scope).

rpc

Shorthand for Rpc::new().build(address, method, request, scope).

rsqrt

Shorthand for Rsqrt::new().build(x, scope).

rsqrt_grad

Shorthand for RsqrtGrad::new().build(y, dy, scope).

sample_distorted_bounding_box

Shorthand for SampleDistortedBoundingBox::new().build(image_size, bounding_boxes, scope).

sample_distorted_bounding_box_v2

Shorthand for SampleDistortedBoundingBoxV2::new().build(image_size, bounding_boxes, min_object_covered, scope).

save

Shorthand for Save::new().build(filename, tensor_names, data, scope).

save_slices

Shorthand for SaveSlices::new().build(filename, tensor_names, shapes_and_slices, data, scope).

save_v2

Shorthand for SaveV2::new().build(prefix, tensor_names, shape_and_slices, tensors, scope).

scalar_summary

Shorthand for ScalarSummary::new().build(tags, values, scope).

scatter_add

Shorthand for ScatterAdd::new().build(ref_, indices, updates, scope).

scatter_div

Shorthand for ScatterDiv::new().build(ref_, indices, updates, scope).

scatter_max

Shorthand for ScatterMax::new().build(ref_, indices, updates, scope).

scatter_min

Shorthand for ScatterMin::new().build(ref_, indices, updates, scope).

scatter_mul

Shorthand for ScatterMul::new().build(ref_, indices, updates, scope).

scatter_nd

Shorthand for ScatterNd::new().build(indices, updates, shape, scope).

scatter_nd_add

Shorthand for ScatterNdAdd::new().build(ref_, indices, updates, scope).

scatter_nd_non_aliasing_add

Shorthand for ScatterNdNonAliasingAdd::new().build(input, indices, updates, scope).

scatter_nd_sub

Shorthand for ScatterNdSub::new().build(ref_, indices, updates, scope).

scatter_nd_update

Shorthand for ScatterNdUpdate::new().build(ref_, indices, updates, scope).

scatter_sub

Shorthand for ScatterSub::new().build(ref_, indices, updates, scope).

scatter_update

Shorthand for ScatterUpdate::new().build(ref_, indices, updates, scope).

sdca_fprint

Shorthand for SdcaFprint::new().build(input, scope).

sdca_optimizer

Shorthand for SdcaOptimizer::new().build(sparse_example_indices, sparse_feature_indices, sparse_feature_values, dense_features, example_weights, example_labels, sparse_indices, sparse_weights, dense_weights, example_state_data, scope).

sdca_optimizer_v2

Shorthand for SdcaOptimizerV2::new().build(sparse_example_indices, sparse_feature_indices, sparse_feature_values, dense_features, example_weights, example_labels, sparse_indices, sparse_weights, dense_weights, example_state_data, scope).

sdca_shrink_l1

Shorthand for SdcaShrinkL1::new().build(weights, scope).

segment_max

Shorthand for SegmentMax::new().build(data, segment_ids, scope).

segment_mean

Shorthand for SegmentMean::new().build(data, segment_ids, scope).

segment_min

Shorthand for SegmentMin::new().build(data, segment_ids, scope).

segment_prod

Shorthand for SegmentProd::new().build(data, segment_ids, scope).

segment_sum

Shorthand for SegmentSum::new().build(data, segment_ids, scope).

select

Shorthand for Select::new().build(condition, t, e, scope).

self_adjoint_eig

Shorthand for SelfAdjointEig::new().build(input, scope).

self_adjoint_eig_v2

Shorthand for SelfAdjointEigV2::new().build(input, scope).

selu

Shorthand for Selu::new().build(features, scope).

selu_grad

Shorthand for SeluGrad::new().build(gradients, outputs, scope).

serialize_iterator

Shorthand for SerializeIterator::new().build(resource_handle, scope).

serialize_many_sparse

Shorthand for SerializeManySparse::new().build(sparse_indices, sparse_values, sparse_shape, scope).

serialize_sparse

Shorthand for SerializeSparse::new().build(sparse_indices, sparse_values, sparse_shape, scope).

serialize_tensor

Shorthand for SerializeTensor::new().build(tensor, scope).

set_size

Shorthand for SetSize::new().build(set_indices, set_values, set_shape, scope).

shape

Shorthand for Shape::new().build(input, scope).

shape_n

Shorthand for ShapeN::new().build(input, scope).

sharded_filename

Shorthand for ShardedFilename::new().build(basename, shard, num_shards, scope).

sharded_filespec

Shorthand for ShardedFilespec::new().build(basename, num_shards, scope).

shuffle_and_repeat_dataset

Shorthand for ShuffleAndRepeatDataset::new().build(input_dataset, buffer_size, seed, seed2, count, scope).

shuffle_dataset

Shorthand for ShuffleDataset::new().build(input_dataset, buffer_size, seed, seed2, scope).

sigmoid

Shorthand for Sigmoid::new().build(x, scope).

sigmoid_grad

Shorthand for SigmoidGrad::new().build(y, dy, scope).

sign

Shorthand for Sign::new().build(x, scope).

sin

Shorthand for Sin::new().build(x, scope).

sinh

Shorthand for Sinh::new().build(x, scope).

size

Shorthand for Size::new().build(input, scope).

skip_dataset

Shorthand for SkipDataset::new().build(input_dataset, count, scope).

skipgram

Shorthand for Skipgram::new().build(scope).

slice

Shorthand for Slice::new().build(input, begin, size, scope).

snapshot

Shorthand for Snapshot::new().build(input, scope).

softmax

Shorthand for Softmax::new().build(logits, scope).

softmax_cross_entropy_with_logits

Shorthand for SoftmaxCrossEntropyWithLogits::new().build(features, labels, scope).

softplus

Shorthand for Softplus::new().build(features, scope).

softplus_grad

Shorthand for SoftplusGrad::new().build(gradients, features, scope).

softsign

Shorthand for Softsign::new().build(features, scope).

softsign_grad

Shorthand for SoftsignGrad::new().build(gradients, features, scope).

space_to_batch

Shorthand for SpaceToBatch::new().build(input, paddings, scope).

space_to_batch_nd

Shorthand for SpaceToBatchND::new().build(input, block_shape, paddings, scope).

space_to_depth

Shorthand for SpaceToDepth::new().build(input, scope).

sparse_accumulator_apply_gradient

Shorthand for SparseAccumulatorApplyGradient::new().build(handle, local_step, gradient_indices, gradient_values, gradient_shape, scope).

sparse_accumulator_take_gradient

Shorthand for SparseAccumulatorTakeGradient::new().build(handle, num_required, scope).

sparse_add

Shorthand for SparseAdd::new().build(a_indices, a_values, a_shape, b_indices, b_values, b_shape, thresh, scope).

sparse_add_grad

Shorthand for SparseAddGrad::new().build(backprop_val_grad, a_indices, b_indices, sum_indices, scope).

sparse_apply_adadelta

Shorthand for SparseApplyAdadelta::new().build(var, accum, accum_update, lr, rho, epsilon, grad, indices, scope).

sparse_apply_adagrad

Shorthand for SparseApplyAdagrad::new().build(var, accum, lr, grad, indices, scope).

sparse_apply_adagrad_da

Shorthand for SparseApplyAdagradDA::new().build(var, gradient_accumulator, gradient_squared_accumulator, grad, indices, lr, l1, l2, global_step, scope).

sparse_apply_centered_rmsprop

Shorthand for SparseApplyCenteredRMSProp::new().build(var, mg, ms, mom, lr, rho, momentum, epsilon, grad, indices, scope).

sparse_apply_ftrl

Shorthand for SparseApplyFtrl::new().build(var, accum, linear, grad, indices, lr, l1, l2, lr_power, scope).

sparse_apply_ftrl_v2

Shorthand for SparseApplyFtrlV2::new().build(var, accum, linear, grad, indices, lr, l1, l2, l2_shrinkage, lr_power, scope).

sparse_apply_momentum

Shorthand for SparseApplyMomentum::new().build(var, accum, lr, grad, indices, momentum, scope).

sparse_apply_proximal_adagrad

Shorthand for SparseApplyProximalAdagrad::new().build(var, accum, lr, l1, l2, grad, indices, scope).

sparse_apply_proximal_gradient_descent

Shorthand for SparseApplyProximalGradientDescent::new().build(var, alpha, l1, l2, grad, indices, scope).

sparse_apply_rmsprop

Shorthand for SparseApplyRMSProp::new().build(var, ms, mom, lr, rho, momentum, epsilon, grad, indices, scope).

sparse_concat

Shorthand for SparseConcat::new().build(indices, values, shapes, scope).

sparse_conditional_accumulator

Shorthand for SparseConditionalAccumulator::new().build(scope).

sparse_cross

Shorthand for SparseCross::new().build(indices, values, shapes, dense_inputs, scope).

sparse_dense_cwise_add

Shorthand for SparseDenseCwiseAdd::new().build(sp_indices, sp_values, sp_shape, dense, scope).

sparse_dense_cwise_div

Shorthand for SparseDenseCwiseDiv::new().build(sp_indices, sp_values, sp_shape, dense, scope).

sparse_dense_cwise_mul

Shorthand for SparseDenseCwiseMul::new().build(sp_indices, sp_values, sp_shape, dense, scope).

sparse_fill_empty_rows

Shorthand for SparseFillEmptyRows::new().build(indices, values, dense_shape, default_value, scope).

sparse_fill_empty_rows_grad

Shorthand for SparseFillEmptyRowsGrad::new().build(reverse_index_map, grad_values, scope).

sparse_mat_mul

Shorthand for SparseMatMul::new().build(a, b, scope).

sparse_reduce_max

Shorthand for SparseReduceMax::new().build(input_indices, input_values, input_shape, reduction_axes, scope).

sparse_reduce_max_sparse

Shorthand for SparseReduceMaxSparse::new().build(input_indices, input_values, input_shape, reduction_axes, scope).

sparse_reduce_sum

Shorthand for SparseReduceSum::new().build(input_indices, input_values, input_shape, reduction_axes, scope).

sparse_reduce_sum_sparse

Shorthand for SparseReduceSumSparse::new().build(input_indices, input_values, input_shape, reduction_axes, scope).

sparse_reorder

Shorthand for SparseReorder::new().build(input_indices, input_values, input_shape, scope).

sparse_reshape

Shorthand for SparseReshape::new().build(input_indices, input_shape, new_shape, scope).

sparse_segment_mean

Shorthand for SparseSegmentMean::new().build(data, indices, segment_ids, scope).

sparse_segment_mean_grad

Shorthand for SparseSegmentMeanGrad::new().build(grad, indices, segment_ids, output_dim0, scope).

sparse_segment_mean_with_num_segments

Shorthand for SparseSegmentMeanWithNumSegments::new().build(data, indices, segment_ids, num_segments, scope).

sparse_segment_sqrt_n

Shorthand for SparseSegmentSqrtN::new().build(data, indices, segment_ids, scope).

sparse_segment_sqrt_ngrad

Shorthand for SparseSegmentSqrtNGrad::new().build(grad, indices, segment_ids, output_dim0, scope).

sparse_segment_sqrt_nwith_num_segments

Shorthand for SparseSegmentSqrtNWithNumSegments::new().build(data, indices, segment_ids, num_segments, scope).

sparse_segment_sum

Shorthand for SparseSegmentSum::new().build(data, indices, segment_ids, scope).

sparse_segment_sum_with_num_segments

Shorthand for SparseSegmentSumWithNumSegments::new().build(data, indices, segment_ids, num_segments, scope).

sparse_slice

Shorthand for SparseSlice::new().build(indices, values, shape, start, size, scope).

sparse_slice_grad

Shorthand for SparseSliceGrad::new().build(backprop_val_grad, input_indices, input_start, output_indices, scope).

sparse_softmax

Shorthand for SparseSoftmax::new().build(sp_indices, sp_values, sp_shape, scope).

sparse_softmax_cross_entropy_with_logits

Shorthand for SparseSoftmaxCrossEntropyWithLogits::new().build(features, labels, scope).

sparse_sparse_maximum

Shorthand for SparseSparseMaximum::new().build(a_indices, a_values, a_shape, b_indices, b_values, b_shape, scope).

sparse_sparse_minimum

Shorthand for SparseSparseMinimum::new().build(a_indices, a_values, a_shape, b_indices, b_values, b_shape, scope).

sparse_split

Shorthand for SparseSplit::new().build(split_dim, indices, values, shape, scope).

sparse_tensor_dense_add

Shorthand for SparseTensorDenseAdd::new().build(a_indices, a_values, a_shape, b, scope).

sparse_tensor_dense_mat_mul

Shorthand for SparseTensorDenseMatMul::new().build(a_indices, a_values, a_shape, b, scope).

sparse_tensor_slice_dataset

Shorthand for SparseTensorSliceDataset::new().build(indices, values, dense_shape, scope).

sparse_to_dense

Shorthand for SparseToDense::new().build(sparse_indices, output_shape, sparse_values, default_value, scope).

sparse_to_sparse_set_operation

Shorthand for SparseToSparseSetOperation::new().build(set1_indices, set1_values, set1_shape, set2_indices, set2_values, set2_shape, scope).

split

Shorthand for Split::new().build(split_dim, value, scope).

split_v

Shorthand for SplitV::new().build(value, size_splits, split_dim, scope).

sqrt

Shorthand for Sqrt::new().build(x, scope).

sqrt_grad

Shorthand for SqrtGrad::new().build(y, dy, scope).

square

Shorthand for Square::new().build(x, scope).

squared_difference

Shorthand for SquaredDifference::new().build(x, y, scope).

squeeze

Shorthand for Squeeze::new().build(input, scope).

stack

Shorthand for Stack::new().build(scope).

stack_close

Shorthand for StackClose::new().build(handle, scope).

stack_close_v2

Shorthand for StackCloseV2::new().build(handle, scope).

stack_pop

Shorthand for StackPop::new().build(handle, scope).

stack_pop_v2

Shorthand for StackPopV2::new().build(handle, scope).

stack_push

Shorthand for StackPush::new().build(handle, elem, scope).

stack_push_v2

Shorthand for StackPushV2::new().build(handle, elem, scope).

stack_v2

Shorthand for StackV2::new().build(max_size, scope).

stage

Shorthand for Stage::new().build(values, scope).

stage_clear

Shorthand for StageClear::new().build(scope).

stage_peek

Shorthand for StagePeek::new().build(index, scope).

stage_size

Shorthand for StageSize::new().build(scope).

stateful_partitioned_call

Shorthand for StatefulPartitionedCall::new().build(args, scope).

stateless_if

Shorthand for StatelessIf::new().build(cond, input, scope).

stateless_multinomial

Shorthand for StatelessMultinomial::new().build(logits, num_samples, seed, scope).

stateless_random_normal

Shorthand for StatelessRandomNormal::new().build(shape, seed, scope).

stateless_random_uniform

Shorthand for StatelessRandomUniform::new().build(shape, seed, scope).

stateless_random_uniform_int

Shorthand for StatelessRandomUniformInt::new().build(shape, seed, minval, maxval, scope).

stateless_truncated_normal

Shorthand for StatelessTruncatedNormal::new().build(shape, seed, scope).

stateless_while

Shorthand for StatelessWhile::new().build(input, scope).

static_regex_full_match

Shorthand for StaticRegexFullMatch::new().build(input, scope).

static_regex_replace

Shorthand for StaticRegexReplace::new().build(input, scope).

stop_gradient

Shorthand for StopGradient::new().build(input, scope).

strided_slice

Shorthand for StridedSlice::new().build(input, begin, end, strides, scope).

strided_slice_assign

Shorthand for StridedSliceAssign::new().build(ref_, begin, end, strides, value, scope).

strided_slice_grad

Shorthand for StridedSliceGrad::new().build(shape, begin, end, strides, dy, scope).

string_format

Shorthand for StringFormat::new().build(inputs, scope).

string_join

Shorthand for StringJoin::new().build(inputs, scope).

string_length

Shorthand for StringLength::new().build(input, scope).

string_split

Shorthand for StringSplit::new().build(input, delimiter, scope).

string_split_v2

Shorthand for StringSplitV2::new().build(input, sep, scope).

string_strip

Shorthand for StringStrip::new().build(input, scope).

string_to_hash_bucket

Shorthand for StringToHashBucket::new().build(string_tensor, scope).

string_to_hash_bucket_fast

Shorthand for StringToHashBucketFast::new().build(input, scope).

string_to_hash_bucket_strong

Shorthand for StringToHashBucketStrong::new().build(input, scope).

string_to_number

Shorthand for StringToNumber::new().build(string_tensor, scope).

sub

Shorthand for Sub::new().build(x, y, scope).

substr

Shorthand for Substr::new().build(input, pos, len, scope).

subtract

Shorthand for Subtract::new().build(scope), a, b).

sum

Shorthand for Sum::new().build(input, reduction_indices, scope).

summary_writer

Shorthand for SummaryWriter::new().build(scope).

svd

Shorthand for Svd::new().build(input, scope).

switch

Shorthand for Switch::new().build(data, pred, scope).

symbolic_gradient

Shorthand for SymbolicGradient::new().build(input, scope).

take_dataset

Shorthand for TakeDataset::new().build(input_dataset, count, scope).

take_many_sparse_from_tensors_map

Shorthand for TakeManySparseFromTensorsMap::new().build(sparse_handles, scope).

tan

Shorthand for Tan::new().build(x, scope).

tanh

Shorthand for Tanh::new().build(x, scope).

tanh_grad

Shorthand for TanhGrad::new().build(y, dy, scope).

temporary_variable

Shorthand for TemporaryVariable::new().build(scope).

tensor_array

Shorthand for TensorArray::new().build(size, scope).

tensor_array_close

Shorthand for TensorArrayClose::new().build(handle, scope).

tensor_array_close_v2

Shorthand for TensorArrayCloseV2::new().build(handle, scope).

tensor_array_close_v3

Shorthand for TensorArrayCloseV3::new().build(handle, scope).

tensor_array_concat

Shorthand for TensorArrayConcat::new().build(handle, flow_in, scope).

tensor_array_concat_v2

Shorthand for TensorArrayConcatV2::new().build(handle, flow_in, scope).

tensor_array_concat_v3

Shorthand for TensorArrayConcatV3::new().build(handle, flow_in, scope).

tensor_array_gather

Shorthand for TensorArrayGather::new().build(handle, indices, flow_in, scope).

tensor_array_gather_v2

Shorthand for TensorArrayGatherV2::new().build(handle, indices, flow_in, scope).

tensor_array_gather_v3

Shorthand for TensorArrayGatherV3::new().build(handle, indices, flow_in, scope).

tensor_array_grad

Shorthand for TensorArrayGrad::new().build(handle, flow_in, scope).

tensor_array_grad_v2

Shorthand for TensorArrayGradV2::new().build(handle, flow_in, scope).

tensor_array_grad_v3

Shorthand for TensorArrayGradV3::new().build(handle, flow_in, scope).

tensor_array_grad_with_shape

Shorthand for TensorArrayGradWithShape::new().build(handle, flow_in, shape_to_prepend, scope).

tensor_array_pack

Shorthand for TensorArrayPack::new().build(handle, flow_in, scope).

tensor_array_read

Shorthand for TensorArrayRead::new().build(handle, index, flow_in, scope).

tensor_array_read_v2

Shorthand for TensorArrayReadV2::new().build(handle, index, flow_in, scope).

tensor_array_read_v3

Shorthand for TensorArrayReadV3::new().build(handle, index, flow_in, scope).

tensor_array_scatter

Shorthand for TensorArrayScatter::new().build(handle, indices, value, flow_in, scope).

tensor_array_scatter_v2

Shorthand for TensorArrayScatterV2::new().build(handle, indices, value, flow_in, scope).

tensor_array_scatter_v3

Shorthand for TensorArrayScatterV3::new().build(handle, indices, value, flow_in, scope).

tensor_array_size

Shorthand for TensorArraySize::new().build(handle, flow_in, scope).

tensor_array_size_v2

Shorthand for TensorArraySizeV2::new().build(handle, flow_in, scope).

tensor_array_size_v3

Shorthand for TensorArraySizeV3::new().build(handle, flow_in, scope).

tensor_array_split

Shorthand for TensorArraySplit::new().build(handle, value, lengths, flow_in, scope).

tensor_array_split_v2

Shorthand for TensorArraySplitV2::new().build(handle, value, lengths, flow_in, scope).

tensor_array_split_v3

Shorthand for TensorArraySplitV3::new().build(handle, value, lengths, flow_in, scope).

tensor_array_unpack

Shorthand for TensorArrayUnpack::new().build(handle, value, flow_in, scope).

tensor_array_v2

Shorthand for TensorArrayV2::new().build(size, scope).

tensor_array_v3

Shorthand for TensorArrayV3::new().build(size, scope).

tensor_array_write

Shorthand for TensorArrayWrite::new().build(handle, index, value, flow_in, scope).

tensor_array_write_v2

Shorthand for TensorArrayWriteV2::new().build(handle, index, value, flow_in, scope).

tensor_array_write_v3

Shorthand for TensorArrayWriteV3::new().build(handle, index, value, flow_in, scope).

tensor_dataset

Shorthand for TensorDataset::new().build(components, scope).

tensor_forest_create_tree_variable

Shorthand for TensorForestCreateTreeVariable::new().build(tree_handle, tree_config, scope).

tensor_forest_tree_deserialize

Shorthand for TensorForestTreeDeserialize::new().build(tree_handle, tree_config, scope).

tensor_forest_tree_is_initialized_op

Shorthand for TensorForestTreeIsInitializedOp::new().build(tree_handle, scope).

tensor_forest_tree_predict

Shorthand for TensorForestTreePredict::new().build(tree_handle, dense_features, scope).

tensor_forest_tree_resource_handle_op

Shorthand for TensorForestTreeResourceHandleOp::new().build(scope).

tensor_forest_tree_serialize

Shorthand for TensorForestTreeSerialize::new().build(tree_handle, scope).

tensor_forest_tree_size

Shorthand for TensorForestTreeSize::new().build(tree_handle, scope).

tensor_list_concat

Shorthand for TensorListConcat::new().build(input_handle, scope).

tensor_list_concat_lists

Shorthand for TensorListConcatLists::new().build(input_a, input_b, scope).

tensor_list_element_shape

Shorthand for TensorListElementShape::new().build(input_handle, scope).

tensor_list_from_tensor

Shorthand for TensorListFromTensor::new().build(tensor, element_shape, scope).

tensor_list_gather

Shorthand for TensorListGather::new().build(input_handle, indices, scope).

tensor_list_get_item

Shorthand for TensorListGetItem::new().build(input_handle, index, scope).

tensor_list_length

Shorthand for TensorListLength::new().build(input_handle, scope).

tensor_list_pop_back

Shorthand for TensorListPopBack::new().build(input_handle, scope).

tensor_list_push_back

Shorthand for TensorListPushBack::new().build(input_handle, tensor, scope).

tensor_list_push_back_batch

Shorthand for TensorListPushBackBatch::new().build(input_handles, tensor, scope).

tensor_list_reserve

Shorthand for TensorListReserve::new().build(element_shape, num_elements, scope).

tensor_list_scatter

Shorthand for TensorListScatter::new().build(tensor, indices, element_shape, scope).

tensor_list_set_item

Shorthand for TensorListSetItem::new().build(input_handle, index, item, scope).

tensor_list_split

Shorthand for TensorListSplit::new().build(tensor, element_shape, lengths, scope).

tensor_list_stack

Shorthand for TensorListStack::new().build(input_handle, scope).

tensor_scatter_add

Shorthand for TensorScatterAdd::new().build(tensor, indices, updates, scope).

tensor_scatter_sub

Shorthand for TensorScatterSub::new().build(tensor, indices, updates, scope).

tensor_scatter_update

Shorthand for TensorScatterUpdate::new().build(tensor, indices, updates, scope).

tensor_slice_dataset

Shorthand for TensorSliceDataset::new().build(components, scope).

tensor_summary

Shorthand for TensorSummary::new().build(tensor, scope).

tensor_summary_v2

Shorthand for TensorSummaryV2::new().build(tag, tensor, serialized_summary_metadata, scope).

text_line_dataset

Shorthand for TextLineDataset::new().build(filenames, compression_type, buffer_size, scope).

text_line_reader

Shorthand for TextLineReader::new().build(scope).

text_line_reader_v2

Shorthand for TextLineReaderV2::new().build(scope).

tfrecord_dataset

Shorthand for TFRecordDataset::new().build(filenames, compression_type, buffer_size, scope).

tfrecord_reader

Shorthand for TFRecordReader::new().build(scope).

tfrecord_reader_v2

Shorthand for TFRecordReaderV2::new().build(scope).

thread_unsafe_unigram_candidate_sampler

Shorthand for ThreadUnsafeUnigramCandidateSampler::new().build(true_classes, scope).

tile

Shorthand for Tile::new().build(input, multiples, scope).

tile_grad

Shorthand for TileGrad::new().build(input, multiples, scope).

timestamp

Shorthand for Timestamp::new().build(scope).

top_k

Shorthand for TopK::new().build(input, scope).

top_kv2

Shorthand for TopKV2::new().build(input, k, scope).

transpose

Shorthand for Transpose::new().build(x, perm, scope).

truncate_div

Shorthand for TruncateDiv::new().build(x, y, scope).

truncate_mod

Shorthand for TruncateMod::new().build(x, y, scope).

truncated_normal

Shorthand for TruncatedNormal::new().build(shape, scope).

try_rpc

Shorthand for TryRpc::new().build(address, method, request, scope).

unbatch

Shorthand for Unbatch::new().build(batched_tensor, batch_index, id, scope).

unbatch_grad

Shorthand for UnbatchGrad::new().build(original_input, batch_index, grad, id, scope).

unicode_decode

Shorthand for UnicodeDecode::new().build(input, scope).

unicode_decode_with_offsets

Shorthand for UnicodeDecodeWithOffsets::new().build(input, scope).

unicode_encode

Shorthand for UnicodeEncode::new().build(input_values, input_splits, scope).

unicode_script

Shorthand for UnicodeScript::new().build(input, scope).

unicode_transcode

Shorthand for UnicodeTranscode::new().build(input, scope).

uniform_candidate_sampler

Shorthand for UniformCandidateSampler::new().build(true_classes, scope).

unique

Shorthand for Unique::new().build(x, scope).

unique_v2

Shorthand for UniqueV2::new().build(x, axis, scope).

unique_with_counts

Shorthand for UniqueWithCounts::new().build(x, scope).

unique_with_counts_v2

Shorthand for UniqueWithCountsV2::new().build(x, axis, scope).

unpack

Shorthand for Unpack::new().build(value, scope).

unravel_index

Shorthand for UnravelIndex::new().build(indices, dims, scope).

unsorted_segment_max

Shorthand for UnsortedSegmentMax::new().build(data, segment_ids, num_segments, scope).

unsorted_segment_min

Shorthand for UnsortedSegmentMin::new().build(data, segment_ids, num_segments, scope).

unsorted_segment_prod

Shorthand for UnsortedSegmentProd::new().build(data, segment_ids, num_segments, scope).

unsorted_segment_sum

Shorthand for UnsortedSegmentSum::new().build(data, segment_ids, num_segments, scope).

unstage

Shorthand for Unstage::new().build(scope).

unwrap_dataset_variant

Shorthand for UnwrapDatasetVariant::new().build(input_handle, scope).

upper_bound

Shorthand for UpperBound::new().build(sorted_inputs, values, scope).

var_handle_op

Shorthand for VarHandleOp::new().build(scope).

var_is_initialized_op

Shorthand for VarIsInitializedOp::new().build(resource, scope).

variable

Shorthand for Variable::new().build(scope).

variable_shape

Shorthand for VariableShape::new().build(input, scope).

variable_v2

Shorthand for VariableV2::new().build(scope).

where_

Shorthand for Where::new().build(input, scope).

while_

Shorthand for While::new().build(input, scope).

whole_file_reader

Shorthand for WholeFileReader::new().build(scope).

whole_file_reader_v2

Shorthand for WholeFileReaderV2::new().build(scope).

window_dataset

Shorthand for WindowDataset::new().build(input_dataset, size, shift, stride, drop_remainder, scope).

wrap_dataset_variant

Shorthand for WrapDatasetVariant::new().build(input_handle, scope).

write_audio_summary

Shorthand for WriteAudioSummary::new().build(writer, step, tag, tensor, sample_rate, scope).

write_file

Shorthand for WriteFile::new().build(filename, contents, scope).

write_graph_summary

Shorthand for WriteGraphSummary::new().build(writer, step, tensor, scope).

write_histogram_summary

Shorthand for WriteHistogramSummary::new().build(writer, step, tag, values, scope).

write_image_summary

Shorthand for WriteImageSummary::new().build(writer, step, tag, tensor, bad_color, scope).

write_scalar_summary

Shorthand for WriteScalarSummary::new().build(writer, step, tag, value, scope).

write_summary

Shorthand for WriteSummary::new().build(writer, step, tensor, tag, summary_metadata, scope).

xdivy

Shorthand for Xdivy::new().build(x, y, scope).

xlogy

Shorthand for Xlogy::new().build(x, y, scope).

zeros_like

Shorthand for ZerosLike::new().build(x, scope).

zeta

Shorthand for Zeta::new().build(x, q, scope).

zip_dataset

Shorthand for ZipDataset::new().build(input_datasets, scope).