tf.raw_ops | TensorFlow v2.16.1 (original) (raw)
Abort
❌
❌
Abs
✔️
✔️
AccumulateNV2
✔️
❌
AccumulatorApplyGradient
❌
❌
AccumulatorNumAccumulated
❌
❌
AccumulatorSetGlobalStep
❌
❌
AccumulatorTakeGradient
❌
❌
Acos
✔️
✔️
Acosh
✔️
✔️
Add
✔️
✔️
AddManySparseToTensorsMap
❌
❌
AddN
✔️
✔️
AddSparseToTensorsMap
❌
❌
AddV2
✔️
✔️
AdjustContrast
❌
❌
AdjustContrastv2
❌
✔️
AdjustHue
❌
✔️
AdjustSaturation
❌
✔️
All
❌
✔️
AllCandidateSampler
❌
❌
AllToAll
✔️
❌
Angle
✔️
✔️
AnonymousHashTable
❌
❌
AnonymousIterator
❌
❌
AnonymousIteratorV2
❌
❌
AnonymousIteratorV3
❌
❌
AnonymousMemoryCache
❌
❌
AnonymousMultiDeviceIterator
❌
❌
AnonymousMultiDeviceIteratorV3
❌
❌
AnonymousMutableDenseHashTable
❌
❌
AnonymousMutableHashTable
❌
❌
AnonymousMutableHashTableOfTensors
❌
❌
AnonymousRandomSeedGenerator
❌
❌
AnonymousSeedGenerator
❌
❌
Any
❌
✔️
ApplyAdaMax
❌
❌
ApplyAdadelta
❌
❌
ApplyAdagrad
❌
❌
ApplyAdagradDA
❌
❌
ApplyAdagradV2
❌
❌
ApplyAdam
❌
❌
ApplyAddSign
❌
❌
ApplyCenteredRMSProp
❌
❌
ApplyFtrl
❌
❌
ApplyFtrlV2
❌
❌
ApplyGradientDescent
❌
❌
ApplyMomentum
❌
❌
ApplyPowerSign
❌
❌
ApplyProximalAdagrad
❌
❌
ApplyProximalGradientDescent
❌
❌
ApplyRMSProp
❌
❌
ApproxTopK
✔️
✔️
ApproximateEqual
✔️
✔️
ArgMax
✔️
✔️
ArgMin
✔️
✔️
AsString
✔️
❌
Asin
✔️
✔️
Asinh
✔️
✔️
Assert
✔️
✔️
AssertCardinalityDataset
❌
❌
AssertNextDataset
❌
❌
AssertPrevDataset
❌
❌
Assign
✔️
❌
AssignAdd
✔️
❌
AssignAddVariableOp
❌
✔️
AssignSub
✔️
❌
AssignSubVariableOp
❌
✔️
AssignVariableOp
❌
✔️
AssignVariableXlaConcatND
❌
✔️
Atan
✔️
✔️
Atan2
✔️
✔️
Atanh
✔️
✔️
AudioSpectrogram
❌
❌
AudioSummary
✔️
❌
AudioSummaryV2
✔️
❌
AutoShardDataset
❌
❌
AvgPool
✔️
✔️
AvgPool3D
✔️
✔️
AvgPool3DGrad
✔️
✔️
AvgPoolGrad
✔️
✔️
BandedTriangularSolve
✔️
❌
Barrier
❌
❌
BarrierClose
❌
❌
BarrierIncompleteSize
❌
❌
BarrierInsertMany
❌
❌
BarrierReadySize
❌
❌
BarrierTakeMany
❌
❌
Batch
❌
❌
BatchCholesky
❌
❌
BatchCholeskyGrad
❌
❌
BatchDataset
❌
❌
BatchDatasetV2
❌
❌
BatchFFT
❌
❌
BatchFFT2D
❌
❌
BatchFFT3D
❌
❌
BatchFunction
❌
❌
BatchIFFT
❌
❌
BatchIFFT2D
❌
❌
BatchIFFT3D
❌
❌
BatchMatMul
✔️
✔️
BatchMatMulV2
✔️
✔️
BatchMatMulV3
✔️
✔️
BatchMatrixBandPart
❌
❌
BatchMatrixDeterminant
❌
❌
BatchMatrixDiag
❌
❌
BatchMatrixDiagPart
❌
❌
BatchMatrixInverse
❌
❌
BatchMatrixSetDiag
❌
❌
BatchMatrixSolve
❌
❌
BatchMatrixSolveLs
❌
❌
BatchMatrixTriangularSolve
❌
❌
BatchNormWithGlobalNormalization
✔️
❌
BatchNormWithGlobalNormalizationGrad
❌
❌
BatchSelfAdjointEig
❌
❌
BatchSelfAdjointEigV2
❌
❌
BatchSvd
❌
❌
BatchToSpace
✔️
✔️
BatchToSpaceND
✔️
✔️
BesselI0
✔️
❌
BesselI0e
✔️
✔️
BesselI1
✔️
❌
BesselI1e
✔️
✔️
BesselJ0
✔️
❌
BesselJ1
✔️
❌
BesselK0
✔️
❌
BesselK0e
✔️
❌
BesselK1
✔️
❌
BesselK1e
✔️
❌
BesselY0
✔️
❌
BesselY1
✔️
❌
Betainc
✔️
✔️
BiasAdd
✔️
✔️
BiasAddGrad
✔️
✔️
BiasAddV1
✔️
✔️
Bincount
❌
✔️
Bitcast
❌
✔️
BitwiseAnd
✔️
✔️
BitwiseOr
✔️
✔️
BitwiseXor
✔️
✔️
BlockLSTM
✔️
❌
BlockLSTMGrad
❌
❌
BlockLSTMGradV2
❌
❌
BlockLSTMV2
✔️
❌
BoostedTreesAggregateStats
❌
❌
BoostedTreesBucketize
❌
❌
BoostedTreesCalculateBestFeatureSplit
❌
❌
BoostedTreesCalculateBestFeatureSplitV2
❌
❌
BoostedTreesCalculateBestGainsPerFeature
❌
❌
BoostedTreesCenterBias
❌
❌
BoostedTreesCreateEnsemble
❌
❌
BoostedTreesCreateQuantileStreamResource
❌
❌
BoostedTreesDeserializeEnsemble
❌
❌
BoostedTreesEnsembleResourceHandleOp
❌
❌
BoostedTreesExampleDebugOutputs
❌
❌
BoostedTreesFlushQuantileSummaries
❌
❌
BoostedTreesGetEnsembleStates
❌
❌
BoostedTreesMakeQuantileSummaries
❌
❌
BoostedTreesMakeStatsSummary
❌
❌
BoostedTreesPredict
❌
❌
BoostedTreesQuantileStreamResourceAddSummaries
❌
❌
BoostedTreesQuantileStreamResourceDeserialize
❌
❌
BoostedTreesQuantileStreamResourceFlush
❌
❌
BoostedTreesQuantileStreamResourceGetBucketBoundaries
❌
❌
BoostedTreesQuantileStreamResourceHandleOp
❌
❌
BoostedTreesSerializeEnsemble
❌
❌
BoostedTreesSparseAggregateStats
❌
❌
BoostedTreesSparseCalculateBestFeatureSplit
❌
❌
BoostedTreesTrainingPredict
❌
❌
BoostedTreesUpdateEnsemble
❌
❌
BoostedTreesUpdateEnsembleV2
❌
❌
BroadcastArgs
❌
✔️
BroadcastGradientArgs
✔️
✔️
BroadcastTo
✔️
✔️
Bucketize
❌
✔️
BytesProducedStatsDataset
❌
❌
CSRSparseMatrixComponents
❌
❌
CSRSparseMatrixToDense
✔️
❌
CSRSparseMatrixToSparseTensor
✔️
❌
CSVDataset
❌
❌
CSVDatasetV2
❌
❌
CTCBeamSearchDecoder
✔️
❌
CTCGreedyDecoder
✔️
❌
CTCLoss
✔️
❌
CTCLossV2
✔️
❌
CacheDataset
❌
❌
CacheDatasetV2
❌
❌
Case
✔️
✔️
Cast
✔️
✔️
Ceil
✔️
✔️
CheckNumerics
✔️
✔️
CheckNumericsV2
✔️
❌
Cholesky
✔️
✔️
CholeskyGrad
❌
❌
ChooseFastestBranchDataset
❌
❌
ChooseFastestDataset
❌
❌
ClipByValue
✔️
✔️
CloseSummaryWriter
❌
❌
CollectiveAllToAllV2
❌
❌
CollectiveAllToAllV3
❌
❌
CollectiveAssignGroupV2
❌
✔️
CollectiveBcastRecv
❌
❌
CollectiveBcastRecvV2
❌
❌
CollectiveBcastSend
❌
❌
CollectiveBcastSendV2
❌
❌
CollectiveGather
❌
❌
CollectiveGatherV2
❌
❌
CollectiveInitializeCommunicator
❌
❌
CollectivePermute
✔️
❌
CollectiveReduce
❌
❌
CollectiveReduceScatterV2
❌
❌
CollectiveReduceV2
❌
✔️
CollectiveReduceV3
❌
❌
CombinedNonMaxSuppression
❌
❌
Complex
✔️
✔️
ComplexAbs
✔️
✔️
CompositeTensorVariantFromComponents
✔️
❌
CompositeTensorVariantToComponents
✔️
❌
CompressElement
❌
❌
ComputeAccidentalHits
❌
❌
ComputeBatchSize
❌
❌
Concat
✔️
✔️
ConcatOffset
✔️
✔️
ConcatV2
✔️
✔️
ConcatenateDataset
❌
❌
ConditionalAccumulator
❌
❌
ConfigureDistributedTPU
❌
❌
ConfigureTPUEmbedding
❌
❌
Conj
✔️
✔️
ConjugateTranspose
✔️
✔️
Const
✔️
✔️
ConsumeMutexLock
❌
❌
ControlTrigger
❌
✔️
Conv
❌
✔️
Conv2D
✔️
✔️
Conv2DBackpropFilter
✔️
✔️
Conv2DBackpropFilterV2
❌
❌
Conv2DBackpropInput
✔️
✔️
Conv2DBackpropInputV2
❌
❌
Conv3D
✔️
✔️
Conv3DBackpropFilter
❌
❌
Conv3DBackpropFilterV2
✔️
✔️
Conv3DBackpropInput
❌
❌
Conv3DBackpropInputV2
✔️
✔️
ConvertToCooTensor
❌
❌
Copy
❌
❌
CopyHost
❌
❌
Cos
✔️
✔️
Cosh
✔️
✔️
CountUpTo
❌
❌
CreateSummaryDbWriter
❌
❌
CreateSummaryFileWriter
❌
❌
CropAndResize
✔️
❌
CropAndResizeGradBoxes
❌
❌
CropAndResizeGradImage
❌
❌
Cross
✔️
✔️
CrossReplicaSum
✔️
❌
CudnnRNN
✔️
❌
CudnnRNNBackprop
❌
❌
CudnnRNNBackpropV2
❌
❌
CudnnRNNBackpropV3
❌
❌
CudnnRNNCanonicalToParams
❌
❌
CudnnRNNCanonicalToParamsV2
❌
❌
CudnnRNNParamsSize
❌
❌
CudnnRNNParamsToCanonical
❌
❌
CudnnRNNParamsToCanonicalV2
❌
❌
CudnnRNNV2
✔️
❌
CudnnRNNV3
✔️
❌
Cumprod
✔️
✔️
Cumsum
✔️
✔️
CumulativeLogsumexp
✔️
✔️
DataFormatDimMap
❌
✔️
DataFormatVecPermute
❌
✔️
DataServiceDataset
❌
❌
DataServiceDatasetV2
❌
❌
DataServiceDatasetV3
❌
❌
DataServiceDatasetV4
❌
❌
DatasetCardinality
❌
❌
DatasetFingerprint
❌
❌
DatasetFromGraph
❌
❌
DatasetToGraph
❌
❌
DatasetToGraphV2
❌
❌
DatasetToSingleElement
❌
❌
DatasetToTFRecord
❌
❌
Dawsn
✔️
❌
DebugGradientIdentity
✔️
❌
DebugGradientRefIdentity
✔️
❌
DebugIdentity
❌
❌
DebugIdentityV2
✔️
❌
DebugIdentityV3
❌
❌
DebugNanCount
❌
❌
DebugNumericSummary
❌
❌
DebugNumericSummaryV2
❌
❌
DecodeAndCropJpeg
❌
❌
DecodeBase64
✔️
❌
DecodeBmp
❌
❌
DecodeCSV
❌
❌
DecodeCompressed
❌
❌
DecodeGif
❌
❌
DecodeImage
❌
❌
DecodeJSONExample
❌
❌
DecodeJpeg
❌
❌
DecodePaddedRaw
✔️
❌
DecodePng
❌
❌
DecodeProtoV2
✔️
❌
DecodeRaw
✔️
❌
DecodeWav
❌
❌
DeepCopy
❌
❌
DeleteIterator
❌
❌
DeleteMemoryCache
❌
❌
DeleteMultiDeviceIterator
❌
❌
DeleteRandomSeedGenerator
❌
❌
DeleteSeedGenerator
❌
❌
DeleteSessionTensor
✔️
❌
DenseBincount
❌
✔️
DenseCountSparseOutput
❌
❌
DenseToCSRSparseMatrix
✔️
❌
DenseToDenseSetOperation
✔️
❌
DenseToSparseBatchDataset
❌
❌
DenseToSparseSetOperation
✔️
❌
DepthToSpace
✔️
✔️
DepthwiseConv2dNative
✔️
✔️
DepthwiseConv2dNativeBackpropFilter
✔️
✔️
DepthwiseConv2dNativeBackpropInput
✔️
✔️
Dequantize
❌
✔️
DeserializeIterator
❌
❌
DeserializeManySparse
❌
❌
DeserializeSparse
❌
❌
DestroyResourceOp
❌
❌
DestroyTemporaryVariable
❌
❌
DeviceIndex
❌
✔️
Diag
✔️
✔️
DiagPart
✔️
✔️
Digamma
✔️
✔️
Dilation2D
✔️
❌
Dilation2DBackpropFilter
❌
❌
Dilation2DBackpropInput
❌
❌
DirectedInterleaveDataset
❌
❌
DisableCopyOnRead
❌
❌
DistributedSave
❌
❌
Div
✔️
✔️
DivNoNan
✔️
✔️
DrawBoundingBoxes
✔️
❌
DrawBoundingBoxesV2
❌
❌
DummyIterationCounter
❌
❌
DummyMemoryCache
❌
❌
DummySeedGenerator
❌
❌
DynamicEnqueueTPUEmbeddingArbitraryTensorBatch
❌
❌
DynamicEnqueueTPUEmbeddingRaggedTensorBatch
❌
❌
DynamicPartition
✔️
✔️
DynamicStitch
✔️
✔️
EagerPyFunc
✔️
❌
EditDistance
✔️
❌
Eig
✔️
❌
Einsum
✔️
✔️
Elu
✔️
✔️
EluGrad
✔️
✔️
Empty
❌
✔️
EmptyTensorList
❌
✔️
EmptyTensorMap
❌
❌
EncodeBase64
✔️
❌
EncodeJpeg
❌
❌
EncodeJpegVariableQuality
❌
❌
EncodePng
❌
❌
EncodeProto
✔️
❌
EncodeWav
❌
❌
EnqueueTPUEmbeddingArbitraryTensorBatch
❌
❌
EnqueueTPUEmbeddingIntegerBatch
❌
❌
EnqueueTPUEmbeddingRaggedTensorBatch
❌
❌
EnqueueTPUEmbeddingSparseBatch
❌
❌
EnqueueTPUEmbeddingSparseTensorBatch
❌
❌
EnsureShape
✔️
✔️
Enter
✔️
❌
Equal
✔️
✔️
Erf
✔️
✔️
Erfc
✔️
✔️
Erfinv
✔️
✔️
EuclideanNorm
✔️
❌
Exit
✔️
❌
Exp
✔️
✔️
ExpandDims
✔️
✔️
ExperimentalAssertNextDataset
❌
❌
ExperimentalAutoShardDataset
❌
❌
ExperimentalBytesProducedStatsDataset
❌
❌
ExperimentalCSVDataset
❌
❌
ExperimentalChooseFastestDataset
❌
❌
ExperimentalDatasetCardinality
❌
❌
ExperimentalDatasetToTFRecord
❌
❌
ExperimentalDenseToSparseBatchDataset
❌
❌
ExperimentalDirectedInterleaveDataset
❌
❌
ExperimentalGroupByReducerDataset
❌
❌
ExperimentalGroupByWindowDataset
❌
❌
ExperimentalIgnoreErrorsDataset
❌
❌
ExperimentalIteratorGetDevice
❌
❌
ExperimentalLMDBDataset
❌
❌
ExperimentalLatencyStatsDataset
❌
❌
ExperimentalMapAndBatchDataset
❌
❌
ExperimentalMapDataset
❌
❌
ExperimentalMatchingFilesDataset
❌
❌
ExperimentalMaxIntraOpParallelismDataset
❌
❌
ExperimentalNonSerializableDataset
❌
❌
ExperimentalParallelInterleaveDataset
❌
❌
ExperimentalParseExampleDataset
❌
❌
ExperimentalPrivateThreadPoolDataset
❌
❌
ExperimentalRandomDataset
❌
❌
ExperimentalRebatchDataset
❌
❌
ExperimentalScanDataset
❌
❌
ExperimentalSetStatsAggregatorDataset
❌
❌
ExperimentalSleepDataset
❌
❌
ExperimentalSlidingWindowDataset
❌
❌
ExperimentalSqlDataset
❌
❌
ExperimentalStatsAggregatorHandle
❌
❌
ExperimentalStatsAggregatorSummary
❌
❌
ExperimentalTakeWhileDataset
❌
❌
ExperimentalThreadPoolDataset
❌
❌
ExperimentalThreadPoolHandle
❌
❌
ExperimentalUnbatchDataset
❌
❌
ExperimentalUniqueDataset
❌
❌
Expint
✔️
❌
Expm1
✔️
✔️
ExtractGlimpse
✔️
❌
ExtractGlimpseV2
❌
❌
ExtractImagePatches
✔️
✔️
ExtractJpegShape
❌
❌
ExtractVolumePatches
✔️
❌
FFT
✔️
✔️
FFT2D
✔️
✔️
FFT3D
✔️
✔️
FFTND
❌
❌
FIFOQueue
❌
❌
FIFOQueueV2
❌
❌
Fact
❌
❌
FakeParam
❌
✔️
FakeQuantWithMinMaxArgs
✔️
✔️
FakeQuantWithMinMaxArgsGradient
❌
✔️
FakeQuantWithMinMaxVars
✔️
✔️
FakeQuantWithMinMaxVarsGradient
❌
✔️
FakeQuantWithMinMaxVarsPerChannel
✔️
✔️
FakeQuantWithMinMaxVarsPerChannelGradient
❌
✔️
FakeQueue
❌
❌
FileSystemSetConfiguration
❌
❌
Fill
✔️
✔️
FilterByLastComponentDataset
❌
❌
FilterDataset
❌
❌
FinalizeDataset
❌
❌
Fingerprint
❌
❌
FixedLengthRecordDataset
❌
❌
FixedLengthRecordDatasetV2
❌
❌
FixedLengthRecordReader
✔️
❌
FixedLengthRecordReaderV2
❌
❌
FixedUnigramCandidateSampler
❌
❌
FlatMapDataset
❌
❌
Floor
✔️
✔️
FloorDiv
✔️
✔️
FloorMod
✔️
✔️
FlushSummaryWriter
❌
❌
For
❌
❌
FractionalAvgPool
✔️
❌
FractionalAvgPoolGrad
❌
❌
FractionalMaxPool
✔️
❌
FractionalMaxPoolGrad
❌
❌
FresnelCos
✔️
❌
FresnelSin
✔️
❌
FusedBatchNorm
✔️
✔️
FusedBatchNormGrad
✔️
✔️
FusedBatchNormGradV2
✔️
✔️
FusedBatchNormGradV3
✔️
✔️
FusedBatchNormV2
✔️
✔️
FusedBatchNormV3
✔️
✔️
FusedPadConv2D
❌
❌
FusedResizeAndPadConv2D
❌
❌
GRUBlockCell
❌
❌
GRUBlockCellGrad
❌
❌
Gather
✔️
✔️
GatherNd
✔️
✔️
GatherV2
✔️
✔️
GenerateBoundingBoxProposals
✔️
❌
GenerateVocabRemapping
✔️
❌
GeneratorDataset
❌
❌
GetElementAtIndex
❌
❌
GetMinibatchSplitsWithPhysicalReplica
❌
❌
GetMinibatchesInCsrWithPhysicalReplica
❌
❌
GetOptions
❌
❌
GetSessionHandle
✔️
❌
GetSessionHandleV2
✔️
❌
GetSessionTensor
✔️
❌
GlobalIterId
❌
❌
Greater
✔️
✔️
GreaterEqual
✔️
✔️
GroupByReducerDataset
❌
❌
GroupByWindowDataset
❌
❌
GuaranteeConst
❌
❌
HSVToRGB
✔️
✔️
HashTable
✔️
❌
HashTableV2
✔️
❌
HistogramFixedWidth
❌
❌
HistogramSummary
✔️
❌
IFFT
✔️
✔️
IFFT2D
✔️
✔️
IFFT3D
✔️
✔️
IFFTND
❌
❌
IRFFT
✔️
✔️
IRFFT2D
✔️
✔️
IRFFT3D
❌
✔️
IRFFTND
❌
❌
Identity
✔️
✔️
IdentityN
✔️
✔️
IdentityReader
✔️
❌
IdentityReaderV2
❌
❌
If
✔️
✔️
Igamma
✔️
✔️
IgammaGradA
❌
✔️
Igammac
✔️
✔️
IgnoreErrorsDataset
❌
❌
Imag
✔️
✔️
ImageProjectiveTransformV2
✔️
❌
ImageProjectiveTransformV3
✔️
❌
ImageSummary
✔️
❌
ImmutableConst
❌
❌
ImportEvent
❌
❌
InTopK
❌
❌
InTopKV2
❌
✔️
InfeedDequeue
❌
❌
InfeedDequeueTuple
❌
❌
InfeedEnqueue
❌
❌
InfeedEnqueuePrelinearizedBuffer
❌
❌
InfeedEnqueueTuple
❌
❌
InitializeTable
✔️
❌
InitializeTableFromDataset
❌
❌
InitializeTableFromTextFile
✔️
❌
InitializeTableFromTextFileV2
✔️
❌
InitializeTableV2
✔️
❌
InplaceAdd
❌
❌
InplaceSub
❌
❌
InplaceUpdate
❌
❌
InterleaveDataset
❌
❌
Inv
✔️
✔️
InvGrad
✔️
❌
Invert
✔️
✔️
InvertPermutation
✔️
✔️
IsBoostedTreesEnsembleInitialized
❌
❌
IsBoostedTreesQuantileStreamResourceInitialized
❌
❌
IsFinite
❌
✔️
IsInf
❌
✔️
IsNan
❌
✔️
IsTPUEmbeddingInitialized
❌
❌
IsVariableInitialized
❌
❌
IsotonicRegression
✔️
❌
Iterator
❌
❌
IteratorFromStringHandle
❌
❌
IteratorFromStringHandleV2
❌
❌
IteratorGetDevice
❌
❌
IteratorGetNext
❌
❌
IteratorGetNextAsOptional
❌
❌
IteratorGetNextSync
❌
❌
IteratorToStringHandle
❌
❌
IteratorV2
❌
❌
KMC2ChainInitialization
❌
❌
KmeansPlusPlusInitialization
❌
❌
L2Loss
✔️
✔️
LMDBDataset
❌
❌
LMDBReader
✔️
❌
LRN
✔️
✔️
LRNGrad
❌
✔️
LSTMBlockCell
❌
❌
LSTMBlockCellGrad
❌
❌
LatencyStatsDataset
❌
❌
LeakyRelu
✔️
✔️
LeakyReluGrad
✔️
✔️
LearnedUnigramCandidateSampler
❌
❌
LeftShift
✔️
✔️
LegacyParallelInterleaveDatasetV2
❌
❌
Less
✔️
✔️
LessEqual
✔️
✔️
Lgamma
✔️
✔️
LinSpace
✔️
✔️
ListDataset
❌
❌
ListDiff
❌
✔️
ListSnapshotChunksDataset
❌
❌
LoadAndRemapMatrix
✔️
❌
LoadDataset
❌
❌
LoadTPUEmbeddingADAMParameters
❌
❌
LoadTPUEmbeddingAdadeltaParameters
❌
❌
LoadTPUEmbeddingAdagradMomentumParameters
❌
❌
LoadTPUEmbeddingAdagradParameters
❌
❌
LoadTPUEmbeddingCenteredRMSPropParameters
❌
❌
LoadTPUEmbeddingFTRLParameters
❌
❌
LoadTPUEmbeddingFrequencyEstimatorParameters
❌
❌
LoadTPUEmbeddingMDLAdagradLightParameters
❌
❌
LoadTPUEmbeddingMomentumParameters
❌
❌
LoadTPUEmbeddingProximalAdagradParameters
❌
❌
LoadTPUEmbeddingProximalYogiParameters
❌
❌
LoadTPUEmbeddingRMSPropParameters
❌
❌
LoadTPUEmbeddingStochasticGradientDescentParameters
❌
❌
Log
✔️
✔️
Log1p
✔️
✔️
LogMatrixDeterminant
✔️
❌
LogSoftmax
✔️
✔️
LogUniformCandidateSampler
❌
❌
LogicalAnd
✔️
✔️
LogicalNot
✔️
✔️
LogicalOr
✔️
✔️
LookupTableExport
❌
❌
LookupTableExportV2
❌
❌
LookupTableFind
✔️
❌
LookupTableFindV2
✔️
❌
LookupTableImport
❌
❌
LookupTableImportV2
❌
❌
LookupTableInsert
✔️
❌
LookupTableInsertV2
✔️
❌
LookupTableRemoveV2
❌
❌
LookupTableSize
✔️
❌
LookupTableSizeV2
✔️
❌
LoopCond
✔️
❌
LowerBound
❌
✔️
Lu
❌
❌
MakeIterator
❌
❌
MapAndBatchDataset
❌
❌
MapClear
❌
❌
MapDataset
❌
❌
MapDefun
❌
❌
MapIncompleteSize
❌
❌
MapPeek
❌
❌
MapSize
❌
❌
MapStage
❌
❌
MapUnstage
❌
❌
MapUnstageNoKey
❌
❌
MatMul
✔️
✔️
MatchingFiles
❌
❌
MatchingFilesDataset
❌
❌
MatrixBandPart
✔️
✔️
MatrixDeterminant
✔️
❌
MatrixDiag
✔️
✔️
MatrixDiagPart
✔️
✔️
MatrixDiagPartV2
✔️
✔️
MatrixDiagPartV3
✔️
✔️
MatrixDiagV2
✔️
✔️
MatrixDiagV3
✔️
✔️
MatrixExponential
❌
❌
MatrixInverse
✔️
✔️
MatrixLogarithm
❌
❌
MatrixSetDiag
✔️
✔️
MatrixSetDiagV2
✔️
✔️
MatrixSetDiagV3
✔️
✔️
MatrixSolve
✔️
✔️
MatrixSolveLs
✔️
❌
MatrixSquareRoot
✔️
❌
MatrixTriangularSolve
✔️
✔️
Max
✔️
✔️
MaxIntraOpParallelismDataset
❌
❌
MaxPool
✔️
✔️
MaxPool3D
✔️
✔️
MaxPool3DGrad
✔️
✔️
MaxPool3DGradGrad
✔️
✔️
MaxPoolGrad
✔️
✔️
MaxPoolGradGrad
✔️
✔️
MaxPoolGradGradV2
❌
✔️
MaxPoolGradGradWithArgmax
❌
❌
MaxPoolGradV2
✔️
✔️
MaxPoolGradWithArgmax
❌
❌
MaxPoolV2
✔️
✔️
MaxPoolWithArgmax
✔️
❌
Maximum
✔️
✔️
Mean
✔️
✔️
Merge
✔️
❌
MergeSummary
✔️
❌
MergeV2Checkpoints
❌
❌
Mfcc
❌
❌
Min
✔️
✔️
Minimum
✔️
✔️
MirrorPad
✔️
✔️
MirrorPadGrad
✔️
✔️
Mod
❌
✔️
ModelDataset
❌
❌
Mul
✔️
✔️
MulNoNan
✔️
✔️
MultiDeviceIterator
❌
❌
MultiDeviceIteratorFromStringHandle
❌
❌
MultiDeviceIteratorGetNextFromShard
❌
❌
MultiDeviceIteratorInit
❌
❌
MultiDeviceIteratorToStringHandle
❌
❌
Multinomial
✔️
✔️
MutableDenseHashTable
✔️
❌
MutableDenseHashTableV2
✔️
❌
MutableHashTable
✔️
❌
MutableHashTableOfTensors
✔️
❌
MutableHashTableOfTensorsV2
✔️
❌
MutableHashTableV2
✔️
❌
MutexLock
❌
❌
MutexV2
❌
❌
NcclAllReduce
✔️
❌
NcclBroadcast
✔️
❌
NcclReduce
✔️
❌
Ndtri
✔️
✔️
NearestNeighbors
❌
❌
Neg
✔️
✔️
NextAfter
✔️
✔️
NextIteration
✔️
❌
NoOp
❌
✔️
NonDeterministicInts
❌
❌
NonMaxSuppression
✔️
❌
NonMaxSuppressionV2
✔️
❌
NonMaxSuppressionV3
❌
✔️
NonMaxSuppressionV4
❌
✔️
NonMaxSuppressionV5
❌
❌
NonMaxSuppressionWithOverlaps
✔️
❌
NonSerializableDataset
❌
❌
NotEqual
✔️
✔️
NthElement
✔️
❌
OneHot
✔️
✔️
OneShotIterator
❌
❌
OnesLike
✔️
✔️
OptimizeDataset
❌
❌
OptimizeDatasetV2
❌
❌
OptionalFromValue
✔️
❌
OptionalGetValue
✔️
❌
OptionalHasValue
❌
❌
OptionalNone
❌
❌
OptionsDataset
❌
❌
OrderedMapClear
❌
❌
OrderedMapIncompleteSize
❌
❌
OrderedMapPeek
❌
❌
OrderedMapSize
❌
❌
OrderedMapStage
❌
❌
OrderedMapUnstage
❌
❌
OrderedMapUnstageNoKey
❌
❌
OutfeedDequeue
❌
❌
OutfeedDequeueTuple
❌
❌
OutfeedDequeueTupleV2
❌
❌
OutfeedDequeueV2
❌
❌
OutfeedEnqueue
❌
❌
OutfeedEnqueueTuple
❌
❌
Pack
✔️
✔️
Pad
✔️
✔️
PadV2
✔️
✔️
PaddedBatchDataset
❌
❌
PaddedBatchDatasetV2
❌
❌
PaddingFIFOQueue
❌
❌
PaddingFIFOQueueV2
❌
❌
ParallelBatchDataset
❌
❌
ParallelConcat
❌
❌
ParallelDynamicStitch
✔️
✔️
ParallelFilterDataset
❌
❌
ParallelInterleaveDataset
❌
❌
ParallelInterleaveDatasetV2
❌
❌
ParallelInterleaveDatasetV3
❌
❌
ParallelInterleaveDatasetV4
❌
❌
ParallelMapDataset
❌
❌
ParallelMapDatasetV2
❌
❌
ParameterizedTruncatedNormal
✔️
✔️
ParseExample
❌
❌
ParseExampleDataset
❌
❌
ParseExampleDatasetV2
❌
❌
ParseExampleV2
❌
❌
ParseSequenceExample
❌
❌
ParseSequenceExampleV2
❌
❌
ParseSingleExample
❌
❌
ParseSingleSequenceExample
❌
❌
ParseTensor
✔️
❌
PartitionedCall
❌
✔️
Placeholder
❌
❌
PlaceholderV2
❌
❌
PlaceholderWithDefault
✔️
✔️
Polygamma
✔️
✔️
PopulationCount
✔️
✔️
Pow
✔️
✔️
PrefetchDataset
❌
❌
Prelinearize
❌
❌
PrelinearizeTuple
❌
❌
PreventGradient
✔️
✔️
Print
✔️
❌
PrintV2
❌
❌
PriorityQueue
❌
❌
PriorityQueueV2
❌
❌
PrivateThreadPoolDataset
❌
❌
Prod
✔️
✔️
PyFunc
✔️
❌
PyFuncStateless
✔️
❌
Qr
✔️
✔️
QuantizeAndDequantize
✔️
❌
QuantizeAndDequantizeV2
✔️
✔️
QuantizeAndDequantizeV3
✔️
✔️
QuantizeAndDequantizeV4
✔️
✔️
QuantizeAndDequantizeV4Grad
✔️
❌
QuantizeDownAndShrinkRange
❌
❌
QuantizeV2
❌
❌
QuantizedAdd
❌
❌
QuantizedAvgPool
❌
❌
QuantizedBatchNormWithGlobalNormalization
❌
❌
QuantizedBiasAdd
❌
❌
QuantizedConcat
❌
❌
QuantizedConv2D
❌
❌
QuantizedConv2DAndRelu
❌
❌
QuantizedConv2DAndReluAndRequantize
❌
❌
QuantizedConv2DAndRequantize
❌
❌
QuantizedConv2DPerChannel
❌
❌
QuantizedConv2DWithBias
❌
❌
QuantizedConv2DWithBiasAndRelu
❌
❌
QuantizedConv2DWithBiasAndReluAndRequantize
❌
❌
QuantizedConv2DWithBiasAndRequantize
❌
❌
QuantizedConv2DWithBiasSignedSumAndReluAndRequantize
❌
❌
QuantizedConv2DWithBiasSumAndRelu
❌
❌
QuantizedConv2DWithBiasSumAndReluAndRequantize
❌
❌
QuantizedDepthwiseConv2D
❌
❌
QuantizedDepthwiseConv2DWithBias
❌
❌
QuantizedDepthwiseConv2DWithBiasAndRelu
❌
❌
QuantizedDepthwiseConv2DWithBiasAndReluAndRequantize
❌
❌
QuantizedInstanceNorm
❌
❌
QuantizedMatMul
❌
❌
QuantizedMatMulWithBias
❌
❌
QuantizedMatMulWithBiasAndDequantize
❌
❌
QuantizedMatMulWithBiasAndRelu
❌
❌
QuantizedMatMulWithBiasAndReluAndRequantize
❌
❌
QuantizedMatMulWithBiasAndRequantize
❌
❌
QuantizedMaxPool
❌
❌
QuantizedMul
❌
❌
QuantizedRelu
❌
❌
QuantizedRelu6
❌
❌
QuantizedReluX
❌
❌
QuantizedReshape
❌
❌
QuantizedResizeBilinear
❌
❌
QueueClose
✔️
❌
QueueCloseV2
❌
❌
QueueDequeue
✔️
❌
QueueDequeueMany
✔️
❌
QueueDequeueManyV2
❌
❌
QueueDequeueUpTo
✔️
❌
QueueDequeueUpToV2
❌
❌
QueueDequeueV2
❌
❌
QueueEnqueue
✔️
❌
QueueEnqueueMany
✔️
❌
QueueEnqueueManyV2
❌
❌
QueueEnqueueV2
❌
❌
QueueIsClosed
❌
❌
QueueIsClosedV2
❌
❌
QueueSize
✔️
❌
QueueSizeV2
❌
❌
RFFT
✔️
✔️
RFFT2D
✔️
✔️
RFFT3D
❌
✔️
RFFTND
❌
❌
RGBToHSV
✔️
✔️
RaggedBincount
❌
❌
RaggedCountSparseOutput
❌
❌
RaggedCross
❌
❌
RaggedFillEmptyRows
✔️
❌
RaggedFillEmptyRowsGrad
❌
❌
RaggedGather
✔️
❌
RaggedRange
✔️
❌
RaggedTensorFromVariant
✔️
❌
RaggedTensorToSparse
✔️
❌
RaggedTensorToTensor
✔️
❌
RaggedTensorToVariant
✔️
❌
RaggedTensorToVariantGradient
❌
❌
RandomCrop
✔️
❌
RandomDataset
❌
❌
RandomDatasetV2
❌
❌
RandomGamma
✔️
❌
RandomGammaGrad
❌
✔️
RandomIndexShuffle
✔️
❌
RandomPoisson
❌
❌
RandomPoissonV2
❌
❌
RandomShuffle
✔️
✔️
RandomShuffleQueue
❌
❌
RandomShuffleQueueV2
❌
❌
RandomStandardNormal
✔️
✔️
RandomUniform
✔️
✔️
RandomUniformInt
❌
✔️
Range
✔️
✔️
RangeDataset
❌
❌
Rank
✔️
✔️
ReadFile
❌
❌
ReadVariableOp
✔️
✔️
ReadVariableXlaSplitND
❌
✔️
ReaderNumRecordsProduced
✔️
❌
ReaderNumRecordsProducedV2
❌
❌
ReaderNumWorkUnitsCompleted
✔️
❌
ReaderNumWorkUnitsCompletedV2
❌
❌
ReaderRead
✔️
❌
ReaderReadUpTo
✔️
❌
ReaderReadUpToV2
❌
❌
ReaderReadV2
❌
❌
ReaderReset
✔️
❌
ReaderResetV2
❌
❌
ReaderRestoreState
✔️
❌
ReaderRestoreStateV2
❌
❌
ReaderSerializeState
✔️
❌
ReaderSerializeStateV2
❌
❌
Real
✔️
✔️
RealDiv
✔️
✔️
RebatchDataset
❌
❌
RebatchDatasetV2
❌
❌
Reciprocal
✔️
✔️
ReciprocalGrad
✔️
✔️
RecordInput
❌
❌
Recv
❌
❌
RecvTPUEmbeddingActivations
❌
❌
ReduceDataset
✔️
❌
ReduceJoin
✔️
❌
RefEnter
✔️
❌
RefExit
✔️
❌
RefIdentity
✔️
❌
RefMerge
✔️
❌
RefNextIteration
✔️
❌
RefSelect
❌
❌
RefSwitch
✔️
❌
RegexFullMatch
❌
❌
RegexReplace
✔️
❌
RegisterDataset
❌
❌
RegisterDatasetV2
❌
❌
Relu
✔️
✔️
Relu6
✔️
✔️
Relu6Grad
✔️
✔️
ReluGrad
✔️
✔️
RemoteCall
❌
❌
RepeatDataset
❌
❌
RequantizationRange
❌
❌
RequantizationRangePerChannel
❌
❌
Requantize
❌
❌
RequantizePerChannel
❌
❌
Reshape
✔️
✔️
ResizeArea
❌
❌
ResizeBicubic
✔️
❌
ResizeBicubicGrad
❌
❌
ResizeBilinear
✔️
✔️
ResizeBilinearGrad
❌
✔️
ResizeNearestNeighbor
✔️
✔️
ResizeNearestNeighborGrad
❌
❌
ResourceAccumulatorApplyGradient
❌
❌
ResourceAccumulatorNumAccumulated
❌
❌
ResourceAccumulatorSetGlobalStep
❌
❌
ResourceAccumulatorTakeGradient
❌
❌
ResourceApplyAdaMax
❌
✔️
ResourceApplyAdadelta
❌
✔️
ResourceApplyAdagrad
❌
✔️
ResourceApplyAdagradDA
❌
✔️
ResourceApplyAdagradV2
❌
✔️
ResourceApplyAdam
❌
✔️
ResourceApplyAdamWithAmsgrad
❌
❌
ResourceApplyAddSign
❌
✔️
ResourceApplyCenteredRMSProp
❌
✔️
ResourceApplyFtrl
❌
✔️
ResourceApplyFtrlV2
❌
✔️
ResourceApplyGradientDescent
❌
✔️
ResourceApplyKerasMomentum
❌
✔️
ResourceApplyMomentum
❌
✔️
ResourceApplyPowerSign
❌
✔️
ResourceApplyProximalAdagrad
❌
✔️
ResourceApplyProximalGradientDescent
❌
✔️
ResourceApplyRMSProp
❌
✔️
ResourceConditionalAccumulator
❌
❌
ResourceCountUpTo
❌
❌
ResourceGather
✔️
✔️
ResourceGatherNd
✔️
❌
ResourceScatterAdd
❌
✔️
ResourceScatterDiv
❌
✔️
ResourceScatterMax
❌
✔️
ResourceScatterMin
❌
✔️
ResourceScatterMul
❌
✔️
ResourceScatterNdAdd
❌
✔️
ResourceScatterNdMax
❌
❌
ResourceScatterNdMin
❌
❌
ResourceScatterNdSub
❌
✔️
ResourceScatterNdUpdate
❌
✔️
ResourceScatterSub
❌
✔️
ResourceScatterUpdate
❌
✔️
ResourceSparseApplyAdadelta
❌
❌
ResourceSparseApplyAdagrad
❌
❌
ResourceSparseApplyAdagradDA
❌
❌
ResourceSparseApplyAdagradV2
❌
❌
ResourceSparseApplyCenteredRMSProp
❌
❌
ResourceSparseApplyFtrl
❌
❌
ResourceSparseApplyFtrlV2
❌
❌
ResourceSparseApplyKerasMomentum
❌
❌
ResourceSparseApplyMomentum
❌
❌
ResourceSparseApplyProximalAdagrad
❌
❌
ResourceSparseApplyProximalGradientDescent
❌
❌
ResourceSparseApplyRMSProp
❌
❌
ResourceStridedSliceAssign
❌
✔️
Restore
❌
❌
RestoreSlice
❌
❌
RestoreV2
❌
❌
RetrieveTPUEmbeddingADAMParameters
❌
❌
RetrieveTPUEmbeddingAdadeltaParameters
❌
❌
RetrieveTPUEmbeddingAdagradMomentumParameters
❌
❌
RetrieveTPUEmbeddingAdagradParameters
❌
❌
RetrieveTPUEmbeddingCenteredRMSPropParameters
❌
❌
RetrieveTPUEmbeddingFTRLParameters
❌
❌
RetrieveTPUEmbeddingFrequencyEstimatorParameters
❌
❌
RetrieveTPUEmbeddingMDLAdagradLightParameters
❌
❌
RetrieveTPUEmbeddingMomentumParameters
❌
❌
RetrieveTPUEmbeddingProximalAdagradParameters
❌
❌
RetrieveTPUEmbeddingProximalYogiParameters
❌
❌
RetrieveTPUEmbeddingRMSPropParameters
❌
❌
RetrieveTPUEmbeddingStochasticGradientDescentParameters
❌
❌
Reverse
✔️
✔️
ReverseSequence
✔️
✔️
ReverseV2
✔️
✔️
RewriteDataset
❌
❌
RightShift
✔️
✔️
Rint
✔️
✔️
RngReadAndSkip
❌
✔️
RngSkip
❌
✔️
Roll
✔️
✔️
Round
✔️
✔️
Rsqrt
✔️
✔️
RsqrtGrad
✔️
✔️
SampleDistortedBoundingBox
✔️
❌
SampleDistortedBoundingBoxV2
✔️
❌
SamplingDataset
❌
❌
Save
❌
❌
SaveDataset
❌
❌
SaveDatasetV2
❌
❌
SaveSlices
❌
❌
SaveV2
❌
❌
ScalarSummary
✔️
❌
ScaleAndTranslate
✔️
❌
ScaleAndTranslateGrad
❌
❌
ScanDataset
❌
❌
ScatterAdd
✔️
❌
ScatterDiv
✔️
❌
ScatterMax
❌
❌
ScatterMin
❌
❌
ScatterMul
✔️
❌
ScatterNd
✔️
✔️
ScatterNdAdd
✔️
❌
ScatterNdMax
❌
❌
ScatterNdMin
❌
❌
ScatterNdNonAliasingAdd
✔️
❌
ScatterNdSub
✔️
❌
ScatterNdUpdate
✔️
❌
ScatterSub
✔️
❌
ScatterUpdate
❌
❌
SdcaFprint
✔️
❌
SdcaOptimizer
✔️
❌
SdcaOptimizerV2
✔️
❌
SdcaShrinkL1
✔️
❌
SegmentMax
✔️
❌
SegmentMaxV2
❌
✔️
SegmentMean
✔️
❌
SegmentMin
✔️
❌
SegmentMinV2
❌
✔️
SegmentProd
✔️
❌
SegmentProdV2
❌
✔️
SegmentSum
✔️
❌
SegmentSumV2
❌
✔️
Select
✔️
✔️
SelectV2
✔️
✔️
SelfAdjointEig
❌
❌
SelfAdjointEigV2
✔️
✔️
Selu
✔️
✔️
SeluGrad
✔️
✔️
Send
❌
❌
SendTPUEmbeddingGradients
❌
❌
SerializeIterator
❌
❌
SerializeManySparse
❌
❌
SerializeSparse
❌
❌
SerializeTensor
✔️
❌
SetSize
✔️
❌
SetStatsAggregatorDataset
❌
❌
Shape
✔️
✔️
ShapeN
✔️
✔️
ShardDataset
❌
❌
ShardedFilename
❌
❌
ShardedFilespec
❌
❌
ShuffleAndRepeatDataset
❌
❌
ShuffleAndRepeatDatasetV2
❌
❌
ShuffleDataset
❌
❌
ShuffleDatasetV2
❌
❌
ShuffleDatasetV3
❌
❌
ShutdownDistributedTPU
❌
❌
Sigmoid
✔️
✔️
SigmoidGrad
✔️
✔️
Sign
✔️
✔️
Sin
✔️
✔️
Sinh
✔️
✔️
Size
✔️
✔️
SkipDataset
❌
❌
SleepDataset
❌
❌
Slice
✔️
✔️
SlidingWindowDataset
❌
❌
Snapshot
❌
✔️
SnapshotChunkDataset
❌
❌
SnapshotDataset
❌
❌
SnapshotDatasetReader
❌
❌
SnapshotDatasetV2
❌
❌
SnapshotNestedDatasetReader
❌
❌
SobolSample
❌
❌
Softmax
✔️
✔️
SoftmaxCrossEntropyWithLogits
✔️
✔️
Softplus
✔️
✔️
SoftplusGrad
✔️
✔️
Softsign
✔️
✔️
SoftsignGrad
❌
✔️
SpaceToBatch
✔️
✔️
SpaceToBatchND
✔️
✔️
SpaceToDepth
✔️
✔️
SparseAccumulatorApplyGradient
❌
❌
SparseAccumulatorTakeGradient
❌
❌
SparseAdd
✔️
❌
SparseAddGrad
✔️
❌
SparseApplyAdadelta
❌
❌
SparseApplyAdagrad
❌
❌
SparseApplyAdagradDA
❌
❌
SparseApplyAdagradV2
❌
❌
SparseApplyCenteredRMSProp
❌
❌
SparseApplyFtrl
❌
❌
SparseApplyFtrlV2
❌
❌
SparseApplyMomentum
❌
❌
SparseApplyProximalAdagrad
❌
❌
SparseApplyProximalGradientDescent
❌
❌
SparseApplyRMSProp
❌
❌
SparseBincount
❌
❌
SparseConcat
✔️
❌
SparseConditionalAccumulator
❌
❌
SparseCountSparseOutput
❌
❌
SparseCross
❌
❌
SparseCrossHashed
❌
❌
SparseCrossV2
❌
❌
SparseDenseCwiseAdd
✔️
❌
SparseDenseCwiseDiv
✔️
❌
SparseDenseCwiseMul
✔️
❌
SparseFillEmptyRows
✔️
❌
SparseFillEmptyRowsGrad
❌
❌
SparseMatMul
✔️
✔️
SparseMatrixAdd
✔️
❌
SparseMatrixMatMul
✔️
❌
SparseMatrixMul
✔️
❌
SparseMatrixNNZ
✔️
❌
SparseMatrixOrderingAMD
❌
❌
SparseMatrixSoftmax
✔️
❌
SparseMatrixSoftmaxGrad
❌
❌
SparseMatrixSparseCholesky
❌
❌
SparseMatrixSparseMatMul
✔️
❌
SparseMatrixTranspose
✔️
❌
SparseMatrixZeros
✔️
❌
SparseReduceMax
❌
❌
SparseReduceMaxSparse
❌
❌
SparseReduceSum
✔️
❌
SparseReduceSumSparse
❌
❌
SparseReorder
✔️
❌
SparseReshape
❌
❌
SparseSegmentMean
✔️
❌
SparseSegmentMeanGrad
❌
❌
SparseSegmentMeanGradV2
❌
❌
SparseSegmentMeanWithNumSegments
✔️
❌
SparseSegmentSqrtN
✔️
❌
SparseSegmentSqrtNGrad
❌
❌
SparseSegmentSqrtNGradV2
❌
❌
SparseSegmentSqrtNWithNumSegments
✔️
❌
SparseSegmentSum
✔️
❌
SparseSegmentSumGrad
❌
❌
SparseSegmentSumGradV2
❌
❌
SparseSegmentSumWithNumSegments
✔️
❌
SparseSlice
✔️
❌
SparseSliceGrad
❌
❌
SparseSoftmax
✔️
❌
SparseSoftmaxCrossEntropyWithLogits
✔️
✔️
SparseSparseMaximum
✔️
❌
SparseSparseMinimum
✔️
❌
SparseSplit
❌
❌
SparseTensorDenseAdd
✔️
❌
SparseTensorDenseMatMul
✔️
❌
SparseTensorSliceDataset
❌
❌
SparseTensorToCSRSparseMatrix
✔️
❌
SparseToDense
✔️
✔️
SparseToSparseSetOperation
✔️
❌
Spence
✔️
❌
Split
✔️
✔️
SplitV
✔️
✔️
SqlDataset
❌
❌
Sqrt
✔️
✔️
SqrtGrad
✔️
✔️
Square
✔️
✔️
SquaredDifference
✔️
✔️
Squeeze
✔️
✔️
Stack
✔️
❌
StackClose
✔️
❌
StackCloseV2
❌
✔️
StackPop
✔️
❌
StackPopV2
❌
✔️
StackPush
✔️
❌
StackPushV2
❌
✔️
StackV2
❌
✔️
Stage
❌
❌
StageClear
❌
❌
StagePeek
❌
❌
StageSize
❌
❌
StatefulPartitionedCall
❌
✔️
StatefulRandomBinomial
❌
❌
StatefulStandardNormal
❌
❌
StatefulStandardNormalV2
❌
✔️
StatefulTruncatedNormal
❌
✔️
StatefulUniform
❌
✔️
StatefulUniformFullInt
❌
✔️
StatefulUniformInt
❌
✔️
StatelessCase
✔️
✔️
StatelessIf
✔️
✔️
StatelessMultinomial
✔️
✔️
StatelessParameterizedTruncatedNormal
✔️
✔️
StatelessRandomBinomial
✔️
❌
StatelessRandomGammaV2
✔️
❌
StatelessRandomGammaV3
✔️
❌
StatelessRandomGetAlg
❌
✔️
StatelessRandomGetKeyCounter
❌
✔️
StatelessRandomGetKeyCounterAlg
❌
✔️
StatelessRandomNormal
✔️
✔️
StatelessRandomNormalV2
✔️
✔️
StatelessRandomPoisson
✔️
❌
StatelessRandomUniform
✔️
✔️
StatelessRandomUniformFullInt
✔️
✔️
StatelessRandomUniformFullIntV2
✔️
✔️
StatelessRandomUniformInt
✔️
✔️
StatelessRandomUniformIntV2
✔️
✔️
StatelessRandomUniformV2
✔️
✔️
StatelessSampleDistortedBoundingBox
❌
❌
StatelessShuffle
❌
❌
StatelessTruncatedNormal
✔️
✔️
StatelessTruncatedNormalV2
✔️
✔️
StatelessWhile
✔️
✔️
StaticRegexFullMatch
❌
❌
StaticRegexReplace
❌
❌
StatsAggregatorHandle
❌
❌
StatsAggregatorHandleV2
❌
❌
StatsAggregatorSetSummaryWriter
❌
❌
StatsAggregatorSummary
❌
❌
StopGradient
✔️
✔️
StoreMinibatchStatisticsInFdo
❌
❌
StridedSlice
✔️
✔️
StridedSliceAssign
❌
❌
StridedSliceGrad
✔️
✔️
StringFormat
❌
❌
StringJoin
✔️
❌
StringLength
❌
❌
StringLower
❌
❌
StringNGrams
❌
❌
StringSplit
✔️
❌
StringSplitV2
❌
❌
StringStrip
❌
❌
StringToHashBucket
✔️
❌
StringToHashBucketFast
✔️
❌
StringToHashBucketStrong
✔️
❌
StringToNumber
✔️
❌
StringUpper
❌
❌
Sub
✔️
✔️
Substr
❌
❌
Sum
✔️
✔️
SummaryWriter
❌
❌
Svd
✔️
✔️
Switch
✔️
❌
SymbolicGradient
❌
✔️
SyncDevice
❌
❌
TFRecordDataset
❌
❌
TFRecordDatasetV2
❌
❌
TFRecordReader
✔️
❌
TFRecordReaderV2
❌
❌
TPUAnnotateTensorsWithDynamicShape
❌
❌
TPUCompilationResult
❌
❌
TPUCopyWithDynamicShape
❌
❌
TPUEmbeddingActivations
✔️
❌
TPUOrdinalSelector
❌
❌
TPUPartitionedCall
❌
❌
TPUPartitionedInput
❌
❌
TPUPartitionedInputV2
❌
❌
TPUPartitionedOutput
❌
❌
TPUPartitionedOutputV2
❌
❌
TPUReplicateMetadata
❌
❌
TPUReplicatedInput
✔️
❌
TPUReplicatedOutput
❌
❌
TakeDataset
❌
❌
TakeManySparseFromTensorsMap
❌
❌
TakeWhileDataset
❌
❌
Tan
✔️
✔️
Tanh
✔️
✔️
TanhGrad
✔️
✔️
TemporaryVariable
❌
❌
TensorArray
✔️
❌
TensorArrayClose
✔️
❌
TensorArrayCloseV2
✔️
❌
TensorArrayCloseV3
✔️
✔️
TensorArrayConcat
✔️
❌
TensorArrayConcatV2
✔️
❌
TensorArrayConcatV3
✔️
✔️
TensorArrayGather
✔️
❌
TensorArrayGatherV2
✔️
❌
TensorArrayGatherV3
✔️
✔️
TensorArrayGrad
✔️
❌
TensorArrayGradV2
✔️
❌
TensorArrayGradV3
✔️
✔️
TensorArrayGradWithShape
✔️
❌
TensorArrayPack
❌
❌
TensorArrayRead
✔️
❌
TensorArrayReadV2
✔️
❌
TensorArrayReadV3
✔️
✔️
TensorArrayScatter
✔️
❌
TensorArrayScatterV2
✔️
❌
TensorArrayScatterV3
✔️
✔️
TensorArraySize
✔️
❌
TensorArraySizeV2
✔️
❌
TensorArraySizeV3
✔️
✔️
TensorArraySplit
✔️
❌
TensorArraySplitV2
✔️
❌
TensorArraySplitV3
✔️
✔️
TensorArrayUnpack
❌
❌
TensorArrayV2
✔️
❌
TensorArrayV3
✔️
✔️
TensorArrayWrite
✔️
❌
TensorArrayWriteV2
✔️
❌
TensorArrayWriteV3
✔️
✔️
TensorDataset
❌
❌
TensorListConcat
✔️
❌
TensorListConcatLists
✔️
❌
TensorListConcatV2
✔️
✔️
TensorListElementShape
✔️
✔️
TensorListFromTensor
✔️
✔️
TensorListGather
✔️
✔️
TensorListGetItem
✔️
✔️
TensorListLength
✔️
✔️
TensorListPopBack
✔️
✔️
TensorListPushBack
✔️
✔️
TensorListPushBackBatch
✔️
❌
TensorListReserve
❌
✔️
TensorListResize
✔️
❌
TensorListScatter
✔️
❌
TensorListScatterIntoExistingList
✔️
❌
TensorListScatterV2
✔️
❌
TensorListSetItem
✔️
✔️
TensorListSplit
✔️
✔️
TensorListStack
✔️
✔️
TensorMapErase
❌
❌
TensorMapHasKey
❌
❌
TensorMapInsert
❌
❌
TensorMapLookup
❌
❌
TensorMapSize
❌
❌
TensorMapStackKeys
❌
❌
TensorScatterAdd
✔️
✔️
TensorScatterMax
✔️
✔️
TensorScatterMin
✔️
✔️
TensorScatterSub
✔️
✔️
TensorScatterUpdate
✔️
✔️
TensorSliceDataset
❌
❌
TensorStridedSliceUpdate
✔️
✔️
TensorSummary
✔️
❌
TensorSummaryV2
✔️
❌
TextLineDataset
❌
❌
TextLineReader
✔️
❌
TextLineReaderV2
❌
❌
ThreadPoolDataset
❌
❌
ThreadPoolHandle
❌
❌
ThreadUnsafeUnigramCandidateSampler
❌
❌
Tile
✔️
✔️
TileGrad
❌
❌
Timestamp
✔️
❌
ToBool
❌
✔️
TopK
✔️
❌
TopKV2
✔️
✔️
Transpose
✔️
✔️
TridiagonalMatMul
✔️
✔️
TridiagonalSolve
✔️
✔️
TruncateDiv
✔️
✔️
TruncateMod
❌
✔️
TruncatedNormal
✔️
✔️
Unbatch
❌
❌
UnbatchDataset
❌
❌
UnbatchGrad
❌
❌
UncompressElement
❌
❌
UnicodeDecode
❌
❌
UnicodeDecodeWithOffsets
❌
❌
UnicodeEncode
❌
❌
UnicodeScript
❌
❌
UnicodeTranscode
❌
❌
UniformCandidateSampler
❌
❌
UniformDequantize
❌
✔️
UniformQuantize
❌
✔️
UniformQuantizedAdd
❌
✔️
UniformQuantizedClipByValue
❌
✔️
UniformQuantizedConvolution
❌
✔️
UniformQuantizedConvolutionHybrid
❌
❌
UniformQuantizedDot
❌
✔️
UniformQuantizedDotHybrid
❌
❌
UniformRequantize
❌
✔️
Unique
❌
✔️
UniqueDataset
❌
❌
UniqueV2
❌
✔️
UniqueWithCounts
❌
❌
UniqueWithCountsV2
❌
❌
Unpack
✔️
✔️
UnravelIndex
❌
❌
UnsortedSegmentJoin
❌
❌
UnsortedSegmentMax
✔️
✔️
UnsortedSegmentMin
✔️
✔️
UnsortedSegmentProd
✔️
✔️
UnsortedSegmentSum
✔️
✔️
Unstage
❌
❌
UnwrapDatasetVariant
❌
❌
UpperBound
❌
✔️
VarHandleOp
❌
❌
VarIsInitializedOp
✔️
✔️
Variable
❌
❌
VariableShape
✔️
✔️
VariableV2
❌
❌
Where
❌
✔️
While
✔️
✔️
WholeFileReader
✔️
❌
WholeFileReaderV2
❌
❌
WindowDataset
❌
❌
WindowOp
❌
❌
WorkerHeartbeat
❌
❌
WrapDatasetVariant
❌
❌
WriteAudioSummary
❌
❌
WriteFile
❌
❌
WriteGraphSummary
❌
❌
WriteHistogramSummary
❌
❌
WriteImageSummary
❌
❌
WriteRawProtoSummary
❌
❌
WriteScalarSummary
❌
❌
WriteSummary
❌
❌
Xdivy
✔️
✔️
XlaConcatND
❌
✔️
XlaSparseCoreAdagrad
❌
❌
XlaSparseCoreAdagradMomentum
❌
❌
XlaSparseCoreAdam
❌
❌
XlaSparseCoreFtrl
❌
❌
XlaSparseCoreSgd
❌
❌
XlaSparseDenseMatmul
❌
❌
XlaSparseDenseMatmulGradWithAdagradAndCsrInput
❌
❌
XlaSparseDenseMatmulGradWithAdagradMomentumAndCsrInput
❌
❌
XlaSparseDenseMatmulGradWithAdamAndCsrInput
❌
❌
XlaSparseDenseMatmulGradWithFtrlAndCsrInput
❌
❌
XlaSparseDenseMatmulGradWithSgdAndCsrInput
❌
❌
XlaSparseDenseMatmulWithCsrInput
❌
❌
XlaSplitND
❌
✔️
Xlog1py
✔️
✔️
Xlogy
✔️
✔️
ZerosLike
✔️
✔️
Zeta
✔️
✔️
ZipDataset
❌
❌