tf.raw_ops

Public API for tf._api.v2.raw_ops namespace

Op Name Has Gradient GPU XLA Support
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 ❌ ❌