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supported_ops.md

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TensorFlow Operations Supported by OpenVINO TensorFlow Frontend

Here is a table of operations supported by the TensorFlow Frontend from tf.raw_ops. A "supported operation" is one that TensorFlow Frontend can convert to the OpenVINO representation.

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