Install
Learn
Introduction
New to TensorFlow?
Tutorials
Learn how to use TensorFlow with end-to-end examples
Guide
Learn framework concepts and components
Learn ML
Educational resources to master your path with TensorFlow
API
TensorFlow (v2.16.1)
Versions…
TensorFlow.js
TensorFlow Lite
TFX
Resources
LIBRARIES
TensorFlow.js
Develop web ML applications in JavaScript
TensorFlow Lite
Deploy ML on mobile, microcontrollers and other edge devices
TFX
Build production ML pipelines
All libraries
Create advanced models and extend TensorFlow
RESOURCES
Models & datasets
Pre-trained models and datasets built by Google and the community
Tools
Tools to support and accelerate TensorFlow workflows
Responsible AI
Resources for every stage of the ML workflow
Recommendation systems
Build recommendation systems with open source tools
Community
Groups
User groups, interest groups and mailing lists
Contribute
Guide for contributing to code and documentation
Blog
Stay up to date with all things TensorFlow
Forum
Discussion platform for the TensorFlow community
Why TensorFlow
About
Case studies
/
English
Español
Español – América Latina
Français
Indonesia
Italiano
Polski
Português
Português – Brasil
Tiếng Việt
Türkçe
Русский
עברית
العربيّة
فارسی
हिंदी
বাংলা
ภาษาไทย
中文 – 简体
日本語
한국어
GitHub
Sign in
JVM
Overview
API
Install
Learn
More
API
More
Resources
More
Overview
API
Community
More
Why TensorFlow
More
GitHub
API
Overview
org.tensorflow
Overview
ConcreteFunction
DeviceSpec
Overview
Builder
DeviceType
EagerSession
Overview
DevicePlacementPolicy
Options
ExecutionEnvironment
Overview
Types
Graph
Overview
WhileSubgraphBuilder
GraphOperation
GraphOperationBuilder
Operand
Operation
OperationBuilder
Output
RawTensor
SavedModelBundle
Overview
Exporter
Loader
Server
Session
Overview
Run
Runner
Signature
Overview
Builder
TensorDescription
Tensor
TensorFlow
TensorMapper
org.tensorflow.exceptions
Overview
TFFailedPreconditionException
TFInvalidArgumentException
TFOutOfRangeException
TFPermissionDeniedException
TFResourceExhaustedException
TFUnauthenticatedException
TFUnimplementedException
TensorFlowException
org.tensorflow.framework.activations
Overview
Activation
ELU
Exponential
HardSigmoid
Linear
ReLU
SELU
Sigmoid
Softmax
Softplus
Softsign
Swish
Tanh
org.tensorflow.framework.constraints
Overview
Constraint
MaxNorm
MinMaxNorm
NonNeg
UnitNorm
org.tensorflow.framework.data
Overview
Dataset
DatasetIterator
DatasetOptional
org.tensorflow.framework.data.impl
Overview
BatchDataset
MapDataset
MapIterator
MapOptional
SkipDataset
TFRecordDataset
TakeDataset
TensorSliceDataset
TextLineDataset
org.tensorflow.framework.initializers
Overview
BaseInitializer
Constant
Glorot
He
Identity
Initializer
LeCun
Ones
Orthogonal
RandomNormal
RandomUniform
TruncatedNormal
VarianceScaling
Overview
Distribution
Mode
Zeros
org.tensorflow.framework.losses
Overview
BinaryCrossentropy
CategoricalCrossentropy
CategoricalHinge
CosineSimilarity
Hinge
Huber
KLDivergence
LogCosh
Loss
Losses
MeanAbsoluteError
MeanAbsolutePercentageError
MeanSquaredError
MeanSquaredLogarithmicError
Poisson
Reduction
SparseCategoricalCrossentropy
SquaredHinge
org.tensorflow.framework.losses.impl
Overview
LossTuple
LossesHelper
org.tensorflow.framework.metrics
Overview
BinaryCrossentropy
CategoricalCrossentropy
CategoricalHinge
CosineSimilarity
Hinge
KLDivergence
LogCoshError
Mean
MeanAbsoluteError
MeanAbsolutePercentageError
MeanSquaredError
MeanSquaredLogarithmicError
Metric
MetricReduction
Metrics
Poisson
SparseCategoricalCrossentropy
SquaredHinge
org.tensorflow.framework.metrics.exceptions
Overview
NotBroadcastableException
org.tensorflow.framework.metrics.impl
Overview
LossMetric
MeanMetricWrapper
MetricsHelper
Reduce
SetsOps
Overview
Operation
org.tensorflow.framework.optimizers
Overview
AdaDelta
AdaGrad
AdaGradDA
Adam
Adamax
Ftrl
GradientDescent
Momentum
Nadam
Optimizer
Overview
GradAndVar
Options
Optimizers
RMSProp
org.tensorflow.framework.utils
Overview
CastHelper
ShapeUtils
org.tensorflow.internal
Overview
WeakPointerScope
org.tensorflow.internal.buffer
Overview
ByteSequenceProvider
ByteSequenceTensorBuffer
TensorBuffers
org.tensorflow.internal.c_api
Overview
AbstractTFE_Context
AbstractTFE_ContextOptions
AbstractTFE_Op
AbstractTFE_TensorHandle
AbstractTF_Buffer
AbstractTF_Graph
AbstractTF_ImportGraphDefOptions
AbstractTF_Session
AbstractTF_SessionOptions
AbstractTF_Status
AbstractTF_Tensor
Compute_func_Pointer_TF_OpKernelContext
Create_func_TF_OpKernelConstruction
Deallocator_Pointer_long_Pointer
Delete_func_Pointer
Listener_BytePointer
Listener_String
Shape_inference_func_TF_ShapeInferenceContext_TF_Status
TFE_Context
TFE_ContextOptions
TFE_Op
TFE_TensorDebugInfo
TFE_TensorHandle
TF_AllocatorAttributes
TF_ApiDefMap
TF_AttrMetadata
TF_Buffer
Overview
Data_deallocator_Pointer_long
TF_DeprecatedSession
TF_DeviceList
TF_DimensionHandle
TF_Function
TF_FunctionOptions
TF_Graph
TF_ImportGraphDefOptions
TF_ImportGraphDefResults
TF_Input
TF_KernelBuilder
TF_Library
TF_OpDefinitionBuilder
TF_OpKernelConstruction
TF_OpKernelContext
TF_Operation
TF_OperationDescription
TF_Output
TF_Server
TF_Session
TF_SessionOptions
TF_ShapeHandle
TF_ShapeInferenceContext
TF_Status
TF_StringView
TF_TString
TF_TString_Large
TF_TString_Offset
TF_TString_Raw
TF_TString_Small
TF_TString_Union
TF_TString_View
TF_Tensor
TF_WhileParams
Tensor
org.tensorflow.internal.c_api.global
Overview
tensorflow
org.tensorflow.internal.c_api.presets
Overview
tensorflow
org.tensorflow.internal.types
Overview
TBfloat16Mapper
TBoolMapper
TFloat16Mapper
TFloat32Mapper
TFloat64Mapper
TInt32Mapper
TInt64Mapper
TStringInitializer
TStringMapper
TUint8Mapper
org.tensorflow.internal.types.registry
Overview
TensorTypeInfo
TensorTypeRegistry
org.tensorflow.ndarray
Overview
BooleanNdArray
ByteNdArray
DoubleNdArray
FloatNdArray
IllegalRankException
IntNdArray
LongNdArray
NdArray
NdArraySequence
NdArrays
Shape
Shaped
ShortNdArray
StdArrays
org.tensorflow.ndarray.buffer
Overview
BooleanDataBuffer
ByteDataBuffer
DataBuffer
DataBufferWindow
DataBuffers
DataStorageVisitor
DoubleDataBuffer
FloatDataBuffer
IntDataBuffer
LongDataBuffer
ShortDataBuffer
org.tensorflow.ndarray.buffer.layout
Overview
BooleanDataLayout
ByteDataLayout
DataLayout
DataLayouts
DoubleDataLayout
FloatDataLayout
IntDataLayout
LongDataLayout
ShortDataLayout
org.tensorflow.ndarray.impl
Overview
AbstractNdArray
Validator
org.tensorflow.ndarray.impl.buffer
Overview
AbstractDataBuffer
AbstractDataBufferWindow
Validator
org.tensorflow.ndarray.impl.buffer.adapter
Overview
DataBufferAdapterFactory
org.tensorflow.ndarray.impl.buffer.layout
Overview
Bfloat16Layout
BoolLayout
Float16Layout
StringLayout
org.tensorflow.ndarray.impl.buffer.misc
Overview
MiscDataBufferFactory
org.tensorflow.ndarray.impl.buffer.nio
Overview
NioDataBufferFactory
org.tensorflow.ndarray.impl.buffer.raw
Overview
RawDataBufferFactory
org.tensorflow.ndarray.impl.dense
Overview
AbstractDenseNdArray
BooleanDenseNdArray
ByteDenseNdArray
DenseNdArray
DoubleDenseNdArray
FloatDenseNdArray
IntDenseNdArray
LongDenseNdArray
ShortDenseNdArray
org.tensorflow.ndarray.impl.dimension
Overview
Dimension
DimensionalSpace
RelativeDimensionalSpace
org.tensorflow.ndarray.impl.sequence
Overview
FastElementSequence
IndexedPositionIterator
Overview
CoordsLongConsumer
PositionIterator
SingleElementSequence
SlicingElementSequence
org.tensorflow.ndarray.index
Overview
Index
Indices
org.tensorflow.op
Overview
Op
Operands
RawOp
Scope
org.tensorflow.op.annotation
Overview
Endpoint
Operator
org.tensorflow.op.audio
Overview
AudioSpectrogram
Overview
Options
DecodeWav
Overview
Options
EncodeWav
Mfcc
Overview
Options
org.tensorflow.op.bitwise
Overview
BitwiseAnd
BitwiseOr
BitwiseXor
Invert
LeftShift
RightShift
org.tensorflow.op.cluster
Overview
KMC2ChainInitialization
KmeansPlusPlusInitialization
org.tensorflow.op.collective
Overview
AllReduce
Overview
Options
BroadcastRecv
Overview
Options
BroadcastSend
Overview
Options
Gather
Overview
Options
GatherV2
Overview
Options
Reduce
Overview
Options
ReduceV2
Overview
Options
org.tensorflow.op.core
Overview
Abort
Overview
Options
All
Overview
Options
Any
Overview
Options
AssertThat
Overview
Options
Assign
Overview
Options
AssignAdd
Overview
Options
AssignAddVariableOp
AssignSub
Overview
Options
AssignSubVariableOp
AssignVariableOp
Barrier
Overview
Options
BarrierClose
Overview
Options
BarrierIncompleteSize
BarrierInsertMany
BarrierReadySize
BarrierTakeMany
Overview
Options
Batch
Overview
Options
BatchToSpace
BatchToSpaceNd
Bitcast
BooleanMask
Overview
Options
BooleanMaskUpdate
Overview
Options
BroadcastDynamicShape
BroadcastGradientArgs
BroadcastTo
Bucketize
ClipByValue
CollectiveGather
Overview
Options
Concat
Constant
ConsumeMutexLock
ControlTrigger
Copy
Overview
Options
CopyHost
Overview
Options
CountUpTo
DecodeProto
Overview
Options
DeepCopy
DeleteSessionTensor
DestroyResourceOp
Overview
Options
DestroyTemporaryVariable
DeviceIndex
DummyMemoryCache
DynamicPartition
DynamicStitch
EditDistance
Overview
Options
Empty
Overview
Options
EmptyTensorList
EmptyTensorMap
EncodeProto
Overview
Options
EnsureShape
Enter
Overview
Options
Exit
ExpandDims
ExtractVolumePatches
Fill
Fingerprint
Gather
Overview
Options
GatherNd
GetSessionHandle
GetSessionTensor
Gradients
Overview
Options
GuaranteeConst
HashTable
Overview
Options
Helpers
HistogramFixedWidth
Identity
IdentityN
ImmutableConst
Init
InitializeTable
InitializeTableFromTextFile
Overview
Options
InplaceAdd
InplaceSub
InplaceUpdate
IsVariableInitialized
KthOrderStatistic
LinSpace
LookupTableExport
LookupTableFind
LookupTableImport
LookupTableInsert
LookupTableRemove
LookupTableSize
LoopCond
LowerBound
MakeUnique
MapClear
Overview
Options
MapIncompleteSize
Overview
Options
MapPeek
Overview
Options
MapSize
Overview
Options
MapStage
Overview
Options
MapUnstage
Overview
Options
MapUnstageNoKey
Overview
Options
Max
Overview
Options
Merge
Min
Overview
Options
MirrorPad
MirrorPadGrad
MlirPassthroughOp
MutableDenseHashTable
Overview
Options
MutableHashTable
Overview
Options
MutableHashTableOfTensors
Overview
Options
Mutex
Overview
Options
MutexLock
NcclAllReduce
NcclBroadcast
NcclReduce
NextIteration
NoOp
OneHot
Overview
Options
Ones
OnesLike
OrderedMapClear
Overview
Options
OrderedMapIncompleteSize
Overview
Options
OrderedMapPeek
Overview
Options
OrderedMapSize
Overview
Options
OrderedMapStage
Overview
Options
OrderedMapUnstage
Overview
Options
OrderedMapUnstageNoKey
Overview
Options
Pad
ParallelConcat
ParallelDynamicStitch
Placeholder
Overview
Options
PlaceholderWithDefault
Print
Overview
Options
Prod
Overview
Options
QuantizedReshape
Range
Rank
ReadVariableOp
Recv
Overview
Options
ReduceAll
Overview
Options
ReduceAny
Overview
Options
ReduceMax
Overview
Options
ReduceMin
Overview
Options
ReduceProd
Overview
Options
ReduceSum
Overview
Options
RefEnter
Overview
Options
RefExit
RefIdentity
RefMerge
RefNextIteration
RefSelect
RefSwitch
RemoteFusedGraphExecute
Reshape
ResourceCountUpTo
ResourceGather
Overview
Options
ResourceGatherNd
ResourceScatterAdd
ResourceScatterDiv
ResourceScatterMax
ResourceScatterMin
ResourceScatterMul
ResourceScatterNdAdd
Overview
Options
ResourceScatterNdMax
Overview
Options
ResourceScatterNdMin
Overview
Options
ResourceScatterNdSub
Overview
Options
ResourceScatterNdUpdate
Overview
Options
ResourceScatterSub
ResourceScatterUpdate
ResourceStridedSliceAssign
Overview
Options
Reverse
ReverseSequence
Overview
Options
Roll
Rpc
Overview
Options
ScatterAdd
Overview
Options
ScatterDiv
Overview
Options
ScatterMax
Overview
Options
ScatterMin
Overview
Options
ScatterMul
Overview
Options
ScatterNd
ScatterNdAdd
Overview
Options
ScatterNdMax
Overview
Options
ScatterNdMin
Overview
Options
ScatterNdNonAliasingAdd
ScatterNdSub
Overview
Options
ScatterNdUpdate
Overview
Options
ScatterSub
Overview
Options
ScatterUpdate
Overview
Options
Select
Send
Overview
Options
SetDiff1d
SetSize
Overview
Options
Shape
ShapeN
Shapes
Size
Skipgram
Overview
Options
Slice
Snapshot
SpaceToBatchNd
Split
SplitV
Squeeze
Overview
Options
Stack
Overview
Options
Stage
Overview
Options
StageClear
Overview
Options
StagePeek
Overview
Options
StageSize
Overview
Options
StopGradient
StridedSlice
Overview
Options
StridedSliceAssign
Overview
Options
StridedSliceGrad
Overview
Options
StridedSliceHelper
Sum
Overview
Options
SwitchCond
TemporaryVariable
Overview
Options
TensorArray
Overview
Options
TensorArrayClose
TensorArrayConcat
Overview
Options
TensorArrayGather
Overview
Options
TensorArrayGrad
TensorArrayGradWithShape
TensorArrayPack
Overview
Options
TensorArrayRead
TensorArrayScatter
TensorArraySize
TensorArraySplit
TensorArrayUnpack
TensorArrayWrite
TensorForestCreateTreeVariable
TensorForestTreeDeserialize
TensorForestTreeIsInitializedOp
TensorForestTreePredict
TensorForestTreeResourceHandleOp
Overview
Options
TensorForestTreeSerialize
TensorForestTreeSize
TensorListConcat
TensorListConcatLists
TensorListElementShape
TensorListFromTensor
TensorListGather
TensorListGetItem
TensorListLength
TensorListPopBack
TensorListPushBack
TensorListPushBackBatch
TensorListReserve
TensorListResize
TensorListScatter
TensorListScatterIntoExistingList
TensorListSetItem
TensorListSplit
TensorListStack
Overview
Options
TensorMapErase
TensorMapHasKey
TensorMapInsert
TensorMapLookup
TensorMapSize
TensorMapStackKeys
TensorScatterNdAdd
TensorScatterNdMax
TensorScatterNdMin
TensorScatterNdSub
TensorScatterNdUpdate
TensorStridedSliceUpdate
Overview
Options
Tile
Timestamp
TopKUnique
TopKWithUnique
TryRpc
Overview
Options
Unbatch
Overview
Options
UnbatchGrad
Overview
Options
Unique
UniqueWithCounts
UnravelIndex
Unstack
Overview
Options
Unstage
Overview
Options
UpperBound
VarHandleOp
Overview
Options
VarIsInitializedOp
Variable
Overview
Options
VariableShape
Where
XlaSpmdFullToShardShape
XlaSpmdShardToFullShape
Zeros
ZerosLike
org.tensorflow.op.data
Overview
AnonymousIterator
AnonymousMemoryCache
AnonymousMultiDeviceIterator
AssertNextDataset
AutoShardDataset
Overview
Options
BatchDataset
Overview
Options
BytesProducedStatsDataset
CSVDataset
CSVDatasetV2
CacheDataset
CacheDatasetV2
ChooseFastestDataset
ConcatenateDataset
DatasetCardinality
DatasetFromGraph
DatasetToGraph
Overview
Options
DatasetToSingleElement
DatasetToTfRecord
DeleteIterator
DeleteMemoryCache
DeleteMultiDeviceIterator
DenseToSparseBatchDataset
DeserializeIterator
DirectedInterleaveDataset
FilterByLastComponentDataset
FixedLengthRecordDataset
IgnoreErrorsDataset
Overview
Options
InitializeTableFromDataset
Iterator
IteratorFromStringHandle
Overview
Options
IteratorGetDevice
IteratorGetNext
IteratorGetNextAsOptional
IteratorGetNextSync
IteratorToStringHandle
LMDBDataset
LatencyStatsDataset
LeakyReluGrad
Overview
Options
MakeIterator
MatchingFilesDataset
MaxIntraOpParallelismDataset
ModelDataset
Overview
Options
MultiDeviceIterator
MultiDeviceIteratorFromStringHandle
Overview
Options
MultiDeviceIteratorGetNextFromShard
MultiDeviceIteratorInit
MultiDeviceIteratorToStringHandle
NonSerializableDataset
OptimizeDataset
Overview
Options
OptimizeDatasetV2
Overview
Options
OptionalFromValue
OptionalGetValue
OptionalHasValue
OptionalNone
PaddedBatchDataset
Overview
Options
PrefetchDataset
Overview
Options
PrivateThreadPoolDataset
RandomDataset
RangeDataset
RebatchDataset
Overview
Options
RebatchDatasetV2
RegisterDataset
RepeatDataset
SamplingDataset
SerializeIterator
Overview
Options
SetStatsAggregatorDataset
ShardDataset
Overview
Options
ShuffleAndRepeatDataset
Overview
Options
ShuffleDataset
Overview
Options
SkipDataset
SleepDataset
SlidingWindowDataset
SparseTensorSliceDataset
SqlDataset
StatsAggregatorHandle
Overview
Options
TakeDataset
TensorDataset
TensorSliceDataset
TextLineDataset
TfRecordDataset
ThreadPoolDataset
ThreadPoolHandle
Overview
Options
UnbatchDataset
UniqueDataset
UnwrapDatasetVariant
WindowDataset
WrapDatasetVariant
ZipDataset
org.tensorflow.op.data.experimental
Overview
AssertCardinalityDataset
AssertNextDataset
AutoShardDataset
Overview
Options
BytesProducedStatsDataset
CSVDataset
ChooseFastestDataset
CompressElement
DataServiceDataset
Overview
Options
DatasetCardinality
DatasetToTFRecord
DenseToSparseBatchDataset
DirectedInterleaveDataset
DummyIterationCounter
IgnoreErrorsDataset
Overview
Options
IteratorGetDevice
LatencyStatsDataset
LmdbDataset
MatchingFilesDataset
MaxIntraOpParallelismDataset
NonSerializableDataset
ParseExampleDataset
Overview
Options
PrivateThreadPoolDataset
RandomDataset
RebatchDataset
Overview
Options
SetStatsAggregatorDataset
SleepDataset
SlidingWindowDataset
SqlDataset
StatsAggregatorHandle
Overview
Options
StatsAggregatorSetSummaryWriter
StatsAggregatorSummary
ThreadPoolDataset
ThreadPoolHandle
Overview
Options
UnbatchDataset
UncompressElement
UniqueDataset
org.tensorflow.op.debugging
Overview
CheckNumerics
DebugGradientIdentity
DebugGradientRefIdentity
DebugIdentity
Overview
Options
DebugNanCount
Overview
Options
DebugNumericsSummary
Overview
Options
org.tensorflow.op.distribute
Overview
NcclAllReduce
NcclBroadcast
NcclReduce
org.tensorflow.op.dtypes
Overview
AsString
Overview
Options
Cast
Overview
Options
Complex
ToBool
org.tensorflow.op.estimator
Overview
BoostedTreesAggregateStats
BoostedTreesBucketize
BoostedTreesCalculateBestFeatureSplit
Overview
Options
BoostedTreesCalculateBestFeatureSplitV2
BoostedTreesCalculateBestGainsPerFeature
BoostedTreesCenterBias
BoostedTreesCreateEnsemble
BoostedTreesCreateQuantileStreamResource
Overview
Options
BoostedTreesDeserializeEnsemble
BoostedTreesEnsembleResourceHandleOp
Overview
Options
BoostedTreesExampleDebugOutputs
BoostedTreesFlushQuantileSummaries
BoostedTreesGetEnsembleStates
BoostedTreesMakeQuantileSummaries
BoostedTreesMakeStatsSummary
BoostedTreesPredict
BoostedTreesQuantileStreamResourceAddSummaries
BoostedTreesQuantileStreamResourceDeserialize
BoostedTreesQuantileStreamResourceFlush
Overview
Options
BoostedTreesQuantileStreamResourceGetBucketBoundaries
BoostedTreesQuantileStreamResourceHandleOp
Overview
Options
BoostedTreesSerializeEnsemble
BoostedTreesSparseAggregateStats
BoostedTreesSparseCalculateBestFeatureSplit
Overview
Options
BoostedTreesTrainingPredict
BoostedTreesUpdateEnsemble
BoostedTreesUpdateEnsembleV2
Overview
Options
IsBoostedTreesEnsembleInitialized
IsBoostedTreesQuantileStreamResourceInitialized
org.tensorflow.op.image
Overview
AdjustContrast
AdjustHue
AdjustSaturation
CombinedNonMaxSuppression
Overview
Options
CropAndResize
Overview
Options
CropAndResizeGradBoxes
Overview
Options
CropAndResizeGradImage
Overview
Options
DecodeAndCropJpeg
Overview
Options
DecodeBmp
Overview
Options
DecodeGif
DecodeImage
Overview
Options
DecodeJpeg
Overview
Options
DecodePng
Overview
Options
DrawBoundingBoxes
EncodeJpeg
Overview
Options
EncodeJpegVariableQuality
EncodePng
Overview
Options
ExtractGlimpse
Overview
Options
ExtractImagePatches
ExtractJpegShape
GenerateBoundingBoxProposals
Overview
Options
HsvToRgb
ImageProjectiveTransformV2
Overview
Options
ImageProjectiveTransformV3
Overview
Options
NearestNeighbors
NonMaxSuppression
Overview
Options
NonMaxSuppressionWithOverlaps
QuantizedResizeBilinear
Overview
Options
RandomCrop
Overview
Options
ResizeArea
Overview
Options
ResizeBicubic
Overview
Options
ResizeBicubicGrad
Overview
Options
ResizeBilinear
Overview
Options
ResizeBilinearGrad
Overview
Options
ResizeNearestNeighbor
Overview
Options
ResizeNearestNeighborGrad
Overview
Options
RgbToHsv
SampleDistortedBoundingBox
Overview
Options
ScaleAndTranslate
Overview
Options
ScaleAndTranslateGrad
Overview
Options
StatelessSampleDistortedBoundingBox
Overview
Options
org.tensorflow.op.io
Overview
DecodeBase64
DecodeCompressed
Overview
Options
DecodeCsv
Overview
Options
DecodeJsonExample
DecodePaddedRaw
Overview
Options
DecodeRaw
Overview
Options
DeserializeManySparse
EncodeBase64
Overview
Options
FifoQueue
Overview
Options
FixedLengthRecordReader
Overview
Options
IdentityReader
Overview
Options
LmdbReader
Overview
Options
MatchingFiles
PaddingFifoQueue
Overview
Options
ParseExample
ParseSequenceExample
Overview
Options
ParseSingleExample
ParseSingleSequenceExample
Overview
Options
ParseTensor
PriorityQueue
Overview
Options
QueueClose
Overview
Options
QueueDequeue
Overview
Options
QueueDequeueMany
Overview
Options
QueueDequeueUpTo
Overview
Options
QueueEnqueue
Overview
Options
QueueEnqueueMany
Overview
Options
QueueIsClosed
QueueSize
RandomShuffleQueue
Overview
Options
ReadFile
ReaderNumRecordsProduced
ReaderNumWorkUnitsCompleted
ReaderRead
ReaderReadUpTo
ReaderReset
ReaderRestoreState
ReaderSerializeState
SerializeManySparse
SerializeSparse
SerializeTensor
ShardedFilename
ShardedFilespec
TextLineReader
Overview
Options
TfRecordReader
Overview
Options
WholeFileReader
Overview
Options
WriteFile
org.tensorflow.op.linalg
Overview
BandPart
BandedTriangularSolve
Overview
Options
BatchCholesky
BatchCholeskyGrad
BatchMatrixBandPart
BatchMatrixDeterminant
BatchMatrixDiag
BatchMatrixDiagPart
BatchMatrixInverse
Overview
Options
BatchMatrixSetDiag
BatchMatrixSolve
Overview
Options
BatchMatrixSolveLs
Overview
Options
BatchMatrixTriangularSolve
Overview
Options
BatchSelfAdjointEig
Overview
Options
BatchSvd
Overview
Options
Cholesky
CholeskyGrad
ConjugateTranspose
Cross
Det
Eig
Overview
Options
Einsum
EuclideanNorm
Overview
Options
Inv
Overview
Options
LoadAndRemapMatrix
Overview
Options
LogMatrixDeterminant
Lu
MatMul
Overview
Options
MatrixDiag
MatrixDiagPart
MatrixDiagPartV3
Overview
Options
MatrixDiagV3
Overview
Options
MatrixLogarithm
MatrixSetDiag
Overview
Options
MatrixSolveLs
Overview
Options
Qr
Overview
Options
QuantizedMatMul
Overview
Options
QuantizedMatMulWithBias
Overview
Options
QuantizedMatMulWithBiasAndRelu
Overview
Options
QuantizedMatMulWithBiasAndReluAndRequantize
Overview
Options
SelfAdjointEig
Overview
Options
Solve
Overview
Options
Sqrtm
Svd
Overview
Options
TensorDiag
TensorDiagPart
Transpose
TriangularSolve
Overview
Options
TridiagonalMatMul
TridiagonalSolve
Overview
Options
org.tensorflow.op.linalg.sparse
Overview
CSRSparseMatrixComponents
CSRSparseMatrixToDense
CSRSparseMatrixToSparseTensor
DenseToCSRSparseMatrix
SparseMatrixAdd
SparseMatrixMatMul
Overview
Options
SparseMatrixMul
SparseMatrixNNZ
SparseMatrixOrderingAMD
SparseMatrixSoftmax
SparseMatrixSoftmaxGrad
SparseMatrixSparseCholesky
SparseMatrixSparseMatMul
Overview
Options
SparseMatrixTranspose
Overview
Options
SparseMatrixZeros
SparseTensorToCSRSparseMatrix
org.tensorflow.op.math
Overview
Abs
AccumulateN
Acos
Acosh
Add
AddN
Angle
ApproximateEqual
Overview
Options
ArgMax
ArgMin
Asin
Asinh
Atan
Atan2
Atanh
BesselI0
BesselI0e
BesselI1
BesselI1e
Betainc
Bincount
Ceil
CompareAndBitpack
ComplexAbs
Conj
Cos
Cosh
Cumprod
Overview
Options
Cumsum
Overview
Options
CumulativeLogsumexp
Overview
Options
DenseBincount
Overview
Options
Digamma
Div
DivNoNan
Equal
Overview
Options
Erf
Erfc
Exp
Expm1
Fact
Floor
FloorDiv
FloorMod
Greater
GreaterEqual
Igamma
IgammaGradA
Igammac
Imag
InvertPermutation
IsFinite
IsInf
IsNan
Less
LessEqual
Lgamma
Log
Log1p
LogicalAnd
LogicalNot
LogicalOr
Maximum
Mean
Overview
Options
Minimum
Mod
Mul
MulNoNan
Ndtri
Neg
NextAfter
NotEqual
Overview
Options
Polygamma
PopulationCount
Pow
QuantizedAdd
QuantizedMul
Real
RealDiv
Reciprocal
ReciprocalGrad
RequantizationRangePerChannel
RequantizePerChannel
Rint
Round
Rsqrt
RsqrtGrad
SegmentMax
SegmentMean
SegmentMin
SegmentProd
SegmentSum
Sigmoid
SigmoidGrad
Sign
Sin
Sinh
SobolSample
Softplus
SoftplusGrad
Sqrt
SqrtGrad
Square
SquaredDifference
Sub
Tan
Tanh
TanhGrad
TruncateDiv
TruncateMod
UnsortedSegmentMax
UnsortedSegmentMin
UnsortedSegmentProd
UnsortedSegmentSum
Xdivy
Xlog1py
Xlogy
Zeta
erfinv
org.tensorflow.op.math.special
Overview
BesselJ0
BesselJ1
BesselK0
BesselK0e
BesselK1
BesselK1e
BesselY0
BesselY1
Dawsn
Expint
FresnelCos
FresnelSin
Spence
org.tensorflow.op.nn
Overview
AvgPool
Overview
Options
AvgPool3d
Overview
Options
AvgPool3dGrad
Overview
Options
AvgPoolGrad
Overview
Options
BatchNormWithGlobalNormalization
BatchNormWithGlobalNormalizationGrad
BiasAdd
Overview
Options
BiasAddGrad
Overview
Options
BlockLSTM
Overview
Options
BlockLSTMGrad
CTCLossV2
Overview
Options
ComputeAccidentalHits
Overview
Options
Conv2d
Overview
Options
Conv2dBackpropFilter
Overview
Options
Conv2dBackpropInput
Overview
Options
Conv3d
Overview
Options
Conv3dBackpropFilter
Overview
Options
Conv3dBackpropInput
Overview
Options
CtcBeamSearchDecoder
Overview
Options
CtcGreedyDecoder
Overview
Options
CtcLoss
Overview
Options
CudnnRNN
Overview
Options
CudnnRNNBackprop
Overview
Options
CudnnRNNCanonicalToParams
Overview
Options
CudnnRNNParamsToCanonical
Overview
Options
CudnnRnnParamsSize
Overview
Options
DataFormatDimMap
Overview
Options
DataFormatVecPermute
Overview
Options
DepthToSpace
Overview
Options
DepthwiseConv2dNative
Overview
Options
DepthwiseConv2dNativeBackpropFilter
Overview
Options
DepthwiseConv2dNativeBackpropInput
Overview
Options
Dilation2d
Dilation2dBackpropFilter
Dilation2dBackpropInput
Elu
EluGrad
FixedUnigramCandidateSampler
Overview
Options
FractionalAvgPool
Overview
Options
FractionalAvgPoolGrad
Overview
Options
FractionalMaxPool
Overview
Options
FractionalMaxPoolGrad
Overview
Options
FusedBatchNorm
Overview
Options
FusedBatchNormGrad
Overview
Options
FusedPadConv2d
FusedResizeAndPadConv2d
Overview
Options
GRUBlockCell
GRUBlockCellGrad
InTopK
InvGrad
IsotonicRegression
L2Loss
LSTMBlockCell
Overview
Options
LSTMBlockCellGrad
LeakyRelu
Overview
Options
LearnedUnigramCandidateSampler
Overview
Options
LocalResponseNormalization
Overview
Options
LocalResponseNormalizationGrad
Overview
Options
LogSoftmax
MaxPool
Overview
Options
MaxPool3d
Overview
Options
MaxPool3dGrad
Overview
Options
MaxPool3dGradGrad
Overview
Options
MaxPoolGrad
Overview
Options
MaxPoolGradGrad
Overview
Options
MaxPoolGradGradWithArgmax
Overview
Options
MaxPoolGradWithArgmax
Overview
Options
MaxPoolWithArgmax
Overview
Options
NthElement
Overview
Options
QuantizedAvgPool
QuantizedBatchNormWithGlobalNormalization
QuantizedBiasAdd
QuantizedConv2DAndRelu
Overview
Options
QuantizedConv2DAndReluAndRequantize
Overview
Options
QuantizedConv2DAndRequantize
Overview
Options
QuantizedConv2DPerChannel
Overview
Options
QuantizedConv2DWithBias
Overview
Options
QuantizedConv2DWithBiasAndRelu
Overview
Options
QuantizedConv2DWithBiasAndReluAndRequantize
Overview
Options
QuantizedConv2DWithBiasAndRequantize
Overview
Options
QuantizedConv2DWithBiasSignedSumAndReluAndRequantize
Overview
Options
QuantizedConv2DWithBiasSumAndRelu
Overview
Options
QuantizedConv2DWithBiasSumAndReluAndRequantize
Overview
Options
QuantizedConv2d
Overview
Options
QuantizedDepthwiseConv2D
Overview
Options
QuantizedDepthwiseConv2DWithBias
Overview
Options
QuantizedDepthwiseConv2DWithBiasAndRelu
Overview
Options
QuantizedDepthwiseConv2DWithBiasAndReluAndRequantize
Overview
Options
QuantizedInstanceNorm
Overview
Options
QuantizedMaxPool
QuantizedRelu
QuantizedRelu6
QuantizedReluX
Relu
Relu6
Relu6Grad
ReluGrad
Selu
SeluGrad
SigmoidCrossEntropyWithLogits
Softmax
SoftmaxCrossEntropyWithLogits
Softsign
SoftsignGrad
SpaceToBatch
SpaceToDepth
Overview
Options
SparseSoftmaxCrossEntropyWithLogits
TopK
Overview
Options
org.tensorflow.op.nn.raw
Overview
SoftmaxCrossEntropyWithLogits
SparseSoftmaxCrossEntropyWithLogits
org.tensorflow.op.quantization
Overview
Dequantize
Overview
Options
FakeQuantWithMinMaxArgs
Overview
Options
FakeQuantWithMinMaxArgsGradient
Overview
Options
FakeQuantWithMinMaxVars
Overview
Options
FakeQuantWithMinMaxVarsGradient
Overview
Options
FakeQuantWithMinMaxVarsPerChannel
Overview
Options
FakeQuantWithMinMaxVarsPerChannelGradient
Overview
Options
Quantize
Overview
Options
QuantizeAndDequantize
Overview
Options
QuantizeAndDequantizeV3
Overview
Options
QuantizeAndDequantizeV4
Overview
Options
QuantizeAndDequantizeV4Grad
Overview
Options
QuantizeDownAndShrinkRange
QuantizedConcat
QuantizedMatMulWithBiasAndDequantize
Overview
Options
QuantizedMatMulWithBiasAndRequantize
Overview
Options
RequantizationRange
Requantize
org.tensorflow.op