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TensorFlow Operations Supported by OpenVINO TensorFlow Frontend

src/frontends/tensorflow/docs/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 NameSupportedLimitation
AbortNO
AbsYES
AccumulateNV2NO
AccumulatorApplyGradientNO
AccumulatorNumAccumulatedNO
AccumulatorSetGlobalStepNO
AccumulatorTakeGradientNO
AcosYES
AcoshYES
AddYES
AddManySparseToTensorsMapNO
AddNYES
AddSparseToTensorsMapNO
AddV2YES
AdjustContrastNO
AdjustContrastv2YES
AdjustHue<sup><mark style="background-color: #00FF00">NEW</mark></sup>YES
AdjustSaturation<sup><mark style="background-color: #00FF00">NEW</mark></sup>YES
AllYES
AllCandidateSamplerNO
AllToAllNO
AngleYES
AnonymousHashTableNO
AnonymousIteratorNO
AnonymousIteratorV2NO
AnonymousIteratorV3NO
AnonymousMemoryCacheNO
AnonymousMultiDeviceIteratorNO
AnonymousMultiDeviceIteratorV3NO
AnonymousMutableDenseHashTableNO
AnonymousMutableHashTableNO
AnonymousMutableHashTableOfTensorsNO
AnonymousRandomSeedGeneratorNO
AnonymousSeedGeneratorNO
AnyYES
ApplyAdaMaxNO
ApplyAdadeltaNO
ApplyAdagradNO
ApplyAdagradDANO
ApplyAdagradV2NO
ApplyAdamNO
ApplyAddSignNO
ApplyCenteredRMSPropNO
ApplyFtrlNO
ApplyFtrlV2NO
ApplyGradientDescentNO
ApplyMomentumNO
ApplyPowerSignNO
ApplyProximalAdagradNO
ApplyProximalGradientDescentNO
ApplyRMSPropNO
ApproxTopKNO
ApproximateEqualYES
ArgMaxYES
ArgMinYES
AsStringNO
AsinYES
AsinhYES
AssertYES
AssertCardinalityDatasetNO
AssertNextDatasetNO
AssertPrevDatasetNO
AssignYES
AssignAddYES
AssignAddVariableOpYES
AssignSubYES
AssignSubVariableOpYES
AssignVariableOpYES
AssignVariableXlaConcatNDNO
AtanYES
Atan2YES
AtanhYES
AudioSpectrogramNO
AudioSummaryNO
AudioSummaryV2NO
AutoShardDatasetNO
AvgPoolYES
AvgPool3DYES
AvgPool3DGradNO
AvgPoolGradNO
BandedTriangularSolveNO
BarrierNO
BarrierCloseNO
BarrierIncompleteSizeNO
BarrierInsertManyNO
BarrierReadySizeNO
BarrierTakeManyNO
BatchNO
BatchCholeskyNO
BatchCholeskyGradNO
BatchDatasetNO
BatchDatasetV2NO
BatchFFTNO
BatchFFT2DNO
BatchFFT3DNO
BatchFunctionNO
BatchIFFTNO
BatchIFFT2DNO
BatchIFFT3DNO
BatchMatMulYES
BatchMatMulV2YES
BatchMatMulV3YES
BatchMatrixBandPartNO
BatchMatrixDeterminantNO
BatchMatrixDiagNO
BatchMatrixDiagPartNO
BatchMatrixInverseYES
BatchMatrixSetDiagNO
BatchMatrixSolveNO
BatchMatrixSolveLsNO
BatchMatrixTriangularSolveNO
BatchNormWithGlobalNormalizationNO
BatchNormWithGlobalNormalizationGradNO
BatchSelfAdjointEigNO
BatchSelfAdjointEigV2NO
BatchSvdNO
BatchToSpaceNO
BatchToSpaceNDYES
BesselI0NO
BesselI0eNO
BesselI1NO
BesselI1eNO
BesselJ0NO
BesselJ1NO
BesselK0NO
BesselK0eNO
BesselK1NO
BesselK1eNO
BesselY0NO
BesselY1NO
BetaincNO
BiasAddYES
BiasAddGradNO
BiasAddV1NO
BincountYES
BitcastNO
BitwiseAndYES
BitwiseOrYES
BitwiseXorYES
BlockLSTMYES
BlockLSTMGradNO
BlockLSTMGradV2NO
BlockLSTMV2NO
BoostedTreesAggregateStatsNO
BoostedTreesBucketizeNO
BoostedTreesCalculateBestFeatureSplitNO
BoostedTreesCalculateBestFeatureSplitV2NO
BoostedTreesCalculateBestGainsPerFeatureNO
BoostedTreesCenterBiasNO
BoostedTreesCreateEnsembleNO
BoostedTreesCreateQuantileStreamResourceNO
BoostedTreesDeserializeEnsembleNO
BoostedTreesEnsembleResourceHandleOpNO
BoostedTreesExampleDebugOutputsNO
BoostedTreesFlushQuantileSummariesNO
BoostedTreesGetEnsembleStatesNO
BoostedTreesMakeQuantileSummariesNO
BoostedTreesMakeStatsSummaryNO
BoostedTreesPredictNO
BoostedTreesQuantileStreamResourceAddSummariesNO
BoostedTreesQuantileStreamResourceDeserializeNO
BoostedTreesQuantileStreamResourceFlushNO
BoostedTreesQuantileStreamResourceGetBucketBoundariesNO
BoostedTreesQuantileStreamResourceHandleOpNO
BoostedTreesSerializeEnsembleNO
BoostedTreesSparseAggregateStatsNO
BoostedTreesSparseCalculateBestFeatureSplitNO
BoostedTreesTrainingPredictNO
BoostedTreesUpdateEnsembleNO
BoostedTreesUpdateEnsembleV2NO
BroadcastArgsYES
BroadcastGradientArgsNO
BroadcastToYES
BucketizeYES
BytesProducedStatsDatasetNO
CSRSparseMatrixComponentsNO
CSRSparseMatrixToDenseNO
CSRSparseMatrixToSparseTensorNO
CSVDatasetNO
CSVDatasetV2NO
CTCBeamSearchDecoderNO
CTCGreedyDecoderYES
CTCLossYES
CTCLossV2NO
CacheDatasetNO
CacheDatasetV2NO
CaseNO
CastYES
CeilYES
CheckNumericsYES
CheckNumericsV2YES
CholeskyNO
CholeskyGradNO
ChooseFastestBranchDatasetNO
ChooseFastestDatasetNO
ClipByValueYES
CloseSummaryWriterNO
CollectiveAllToAllV2NO
CollectiveAllToAllV3NO
CollectiveAssignGroupV2NO
CollectiveBcastRecvNO
CollectiveBcastRecvV2NO
CollectiveBcastSendNO
CollectiveBcastSendV2NO
CollectiveGatherNO
CollectiveGatherV2NO
CollectiveInitializeCommunicatorNO
CollectivePermuteNO
CollectiveReduceNO
CollectiveReduceScatterV2NO
CollectiveReduceV2NO
CollectiveReduceV3NO
CombinedNonMaxSuppressionNO
ComplexYES
ComplexAbsYES
CompositeTensorVariantFromComponentsNO
CompositeTensorVariantToComponentsNO
CompressElementNO
ComputeAccidentalHitsNO
ComputeBatchSizeNO
ConcatYES
ConcatOffsetNO
ConcatV2YES
ConcatenateDatasetNO
ConditionalAccumulatorNO
ConfigureDistributedTPUNO
ConfigureTPUEmbeddingNO
ConjYES
ConjugateTransposeYES
ConstYES
ConsumeMutexLockNO
ControlTriggerNO
ConvNO
Conv2DYES
Conv2DBackpropFilterNO
Conv2DBackpropFilterV2NO
Conv2DBackpropInputYES
Conv2DBackpropInputV2NO
Conv3DYES
Conv3DBackpropFilterNO
Conv3DBackpropFilterV2NO
Conv3DBackpropInputNO
Conv3DBackpropInputV2YES
CopyNO
CopyHostNO
CosYES
CoshYES
CountUpToNO
CreateSummaryDbWriterNO
CreateSummaryFileWriterNO
CropAndResizeYES
CropAndResizeGradBoxesNO
CropAndResizeGradImageNO
CrossNO
CrossReplicaSumNO
CudnnRNNNO
CudnnRNNBackpropNO
CudnnRNNBackpropV2NO
CudnnRNNBackpropV3NO
CudnnRNNCanonicalToParamsNO
CudnnRNNCanonicalToParamsV2NO
CudnnRNNParamsSizeNO
CudnnRNNParamsToCanonicalNO
CudnnRNNParamsToCanonicalV2NO
CudnnRNNV2NO
CudnnRNNV3NO
CumprodNO
CumsumYES
CumulativeLogsumexpNO
DataFormatDimMapNO
DataFormatVecPermuteNO
DataServiceDatasetNO
DataServiceDatasetV2NO
DataServiceDatasetV3NO
DataServiceDatasetV4NO
DatasetCardinalityNO
DatasetFromGraphNO
DatasetToGraphNO
DatasetToGraphV2NO
DatasetToSingleElementNO
DatasetToTFRecordNO
DawsnNO
DebugGradientIdentityNO
DebugGradientRefIdentityNO
DebugIdentityNO
DebugIdentityV2NO
DebugIdentityV3NO
DebugNanCountNO
DebugNumericSummaryNO
DebugNumericSummaryV2NO
DecodeAndCropJpegNO
DecodeBase64NO
DecodeBmpNO
DecodeCSVNO
DecodeCompressedNO
DecodeGifNO
DecodeImageNO
DecodeJSONExampleNO
DecodeJpegNO
DecodePaddedRawNO
DecodePngNO
DecodeProtoV2NO
DecodeRawNO
DecodeWavNO
DeepCopyNO
DeleteIteratorNO
DeleteMemoryCacheNO
DeleteMultiDeviceIteratorNO
DeleteRandomSeedGeneratorNO
DeleteSeedGeneratorNO
DeleteSessionTensorNO
DenseBincountNO
DenseCountSparseOutputNO
DenseToCSRSparseMatrixNO
DenseToDenseSetOperationNO
DenseToSparseBatchDatasetNO
DenseToSparseSetOperationNO
DepthToSpaceYES
DepthwiseConv2dNativeYES
DepthwiseConv2dNativeBackpropFilterNO
DepthwiseConv2dNativeBackpropInputNO
DequantizeNO
DeserializeIteratorNO
DeserializeManySparseNO
DeserializeSparseNO
DestroyResourceOpNO
DestroyTemporaryVariableNO
DeviceIndexNO
DiagNO
DiagPartNO
DigammaNO
Dilation2DNO
Dilation2DBackpropFilterNO
Dilation2DBackpropInputNO
DirectedInterleaveDatasetNO
DisableCopyOnReadNO
DistributedSaveNO
DivYES
DivNoNanYES
DrawBoundingBoxesNO
DrawBoundingBoxesV2NO
DummyIterationCounterNO
DummyMemoryCacheNO
DummySeedGeneratorNO
DynamicEnqueueTPUEmbeddingArbitraryTensorBatchNO
DynamicPartitionYES
DynamicStitchYES
EagerPyFuncNO
EditDistanceNO
EigNO
EinsumYES
EluYES
EluGradNO
EmptyNO
EmptyTensorListYES
EncodeBase64NO
EncodeJpegNO
EncodeJpegVariableQualityNO
EncodePngNO
EncodeProtoNO
EncodeWavNO
EnqueueTPUEmbeddingArbitraryTensorBatchNO
EnqueueTPUEmbeddingIntegerBatchNO
EnqueueTPUEmbeddingRaggedTensorBatchNO
EnqueueTPUEmbeddingSparseBatchNO
EnqueueTPUEmbeddingSparseTensorBatchNO
EnsureShapeYES
EnterYES
EqualYES
ErfYES
ErfcYES
ErfinvNO
EuclideanNormYES
ExitYES
ExpYES
ExpandDimsYES
ExperimentalAssertNextDatasetNO
ExperimentalAutoShardDatasetNO
ExperimentalBytesProducedStatsDatasetNO
ExperimentalCSVDatasetNO
ExperimentalChooseFastestDatasetNO
ExperimentalDatasetCardinalityNO
ExperimentalDatasetToTFRecordNO
ExperimentalDenseToSparseBatchDatasetNO
ExperimentalDirectedInterleaveDatasetNO
ExperimentalGroupByReducerDatasetNO
ExperimentalGroupByWindowDatasetNO
ExperimentalIgnoreErrorsDatasetNO
ExperimentalIteratorGetDeviceNO
ExperimentalLMDBDatasetNO
ExperimentalLatencyStatsDatasetNO
ExperimentalMapAndBatchDatasetNO
ExperimentalMapDatasetNO
ExperimentalMatchingFilesDatasetNO
ExperimentalMaxIntraOpParallelismDatasetNO
ExperimentalNonSerializableDatasetNO
ExperimentalParallelInterleaveDatasetNO
ExperimentalParseExampleDatasetNO
ExperimentalPrivateThreadPoolDatasetNO
ExperimentalRandomDatasetNO
ExperimentalRebatchDatasetNO
ExperimentalScanDatasetNO
ExperimentalSetStatsAggregatorDatasetNO
ExperimentalSleepDatasetNO
ExperimentalSlidingWindowDatasetNO
ExperimentalSqlDatasetNO
ExperimentalStatsAggregatorHandleNO
ExperimentalStatsAggregatorSummaryNO
ExperimentalTakeWhileDatasetNO
ExperimentalThreadPoolDatasetNO
ExperimentalThreadPoolHandleNO
ExperimentalUnbatchDatasetNO
ExperimentalUniqueDatasetNO
ExpintNO
Expm1YES
ExtractGlimpseNO
ExtractGlimpseV2NO
ExtractImagePatchesYES
ExtractJpegShapeNO
ExtractVolumePatchesNO
FFTYES
FFT2DYES
FFT3DYES
FIFOQueueYES
FIFOQueueV2YES
FactNO
FakeParamNO
FakeQuantWithMinMaxArgsYES
FakeQuantWithMinMaxArgsGradientNO
FakeQuantWithMinMaxVarsYES
FakeQuantWithMinMaxVarsGradientNO
FakeQuantWithMinMaxVarsPerChannelYES
FakeQuantWithMinMaxVarsPerChannelGradientNO
FakeQueueNO
FillYES
FilterByLastComponentDatasetNO
FilterDatasetNO
FinalizeDatasetNO
FingerprintNO
FixedLengthRecordDatasetNO
FixedLengthRecordDatasetV2NO
FixedLengthRecordReaderNO
FixedLengthRecordReaderV2NO
FixedUnigramCandidateSamplerNO
FlatMapDatasetNO
FloorYES
FloorDivYES
FloorModYES
FlushSummaryWriterNO
ForNO
FractionalAvgPoolNO
FractionalAvgPoolGradNO
FractionalMaxPoolNO
FractionalMaxPoolGradNO
FresnelCosNO
FresnelSinNO
FusedBatchNormYES
FusedBatchNormGradNO
FusedBatchNormGradV2NO
FusedBatchNormGradV3NO
FusedBatchNormV2YES
FusedBatchNormV3YES
FusedPadConv2DNO
FusedResizeAndPadConv2DNO
GRUBlockCellYES
GRUBlockCellGradNO
GatherYES
GatherNdYES
GatherV2YES
GenerateBoundingBoxProposalsNO
GenerateVocabRemappingNO
GeneratorDatasetNO
GetElementAtIndexNO
GetOptionsNO
GetSessionHandleNO
GetSessionHandleV2NO
GetSessionTensorNO
GreaterYES
GreaterEqualYES
GroupByReducerDatasetNO
GroupByWindowDatasetNO
GuaranteeConstNO
HSVToRGB<sup><mark style="background-color: #00FF00">NEW</mark></sup>YES
HashTableYES
HashTableV2YES
HistogramFixedWidthNO
HistogramSummaryNO
IFFTYES
IFFT2DYES
IFFT3DYES
IRFFTYES
IRFFT2DYES
IRFFT3DYES
IdentityYES
IdentityNYES
IdentityReaderNO
IdentityReaderV2NO
IfYES
IgammaNO
IgammaGradANO
IgammacNO
IgnoreErrorsDatasetNO
ImagYES
ImageProjectiveTransformV2NO
ImageProjectiveTransformV3NO
ImageSummaryNO
ImmutableConstNO
ImportEventNO
InTopKNO
InTopKV2NO
InfeedDequeueNO
InfeedDequeueTupleNO
InfeedEnqueueNO
InfeedEnqueuePrelinearizedBufferNO
InfeedEnqueueTupleNO
InitializeTableNO
InitializeTableFromDatasetNO
InitializeTableFromTextFileNO
InitializeTableFromTextFileV2NO
InitializeTableV2NO
InplaceAddNO
InplaceSubNO
InplaceUpdateNO
InterleaveDatasetNO
InvYES
InvGradNO
InvertYES
InvertPermutationYES
IsBoostedTreesEnsembleInitializedNO
IsBoostedTreesQuantileStreamResourceInitializedNO
IsFiniteYES
IsInfYES
IsNanYES
IsTPUEmbeddingInitializedNO
IsVariableInitializedYES
IsotonicRegressionNO
IteratorYES
IteratorFromStringHandleNO
IteratorFromStringHandleV2NO
IteratorGetDeviceNO
IteratorGetNextYES
IteratorGetNextAsOptionalNO
IteratorGetNextSyncNO
IteratorToStringHandleNO
IteratorV2YES
L2LossYES
LMDBDatasetNO
LMDBReaderNO
LRNYES
LRNGradNO
LSTMBlockCellNO
LSTMBlockCellGradNO
LatencyStatsDatasetNO
LeakyReluYES
LeakyReluGradNO
LearnedUnigramCandidateSamplerNO
LeftShiftYES
LegacyParallelInterleaveDatasetV2NO
LessYES
LessEqualYES
LgammaNO
LinSpaceYES
ListDatasetNO
ListDiffYES
LoadAndRemapMatrixNO
LoadDatasetNO
LoadTPUEmbeddingADAMParametersNO
LoadTPUEmbeddingAdadeltaParametersNO
LoadTPUEmbeddingAdagradMomentumParametersNO
LoadTPUEmbeddingAdagradParametersNO
LoadTPUEmbeddingCenteredRMSPropParametersNO
LoadTPUEmbeddingFTRLParametersNO
LoadTPUEmbeddingFrequencyEstimatorParametersNO
LoadTPUEmbeddingMDLAdagradLightParametersNO
LoadTPUEmbeddingMomentumParametersNO
LoadTPUEmbeddingProximalAdagradParametersNO
LoadTPUEmbeddingProximalYogiParametersNO
LoadTPUEmbeddingRMSPropParametersNO
LoadTPUEmbeddingStochasticGradientDescentParametersNO
LogYES
Log1pYES
LogMatrixDeterminantNO
LogSoftmaxYES
LogUniformCandidateSamplerNO
LogicalAndYES
LogicalNotYES
LogicalOrYES
LookupTableExportNO
LookupTableExportV2NO
LookupTableFindYES
LookupTableFindV2YES
LookupTableImportYES
LookupTableImportV2YES
LookupTableInsertYES
LookupTableInsertV2YES
LookupTableRemoveV2NO
LookupTableSizeYES
LookupTableSizeV2YES
LoopCondYES
LowerBoundNO
LuNO
MakeIteratorNO
MapAndBatchDatasetNO
MapClearNO
MapDatasetNO
MapDefunNO
MapIncompleteSizeNO
MapPeekNO
MapSizeNO
MapStageNO
MapUnstageNO
MapUnstageNoKeyNO
MatMulYES
MatchingFilesNO
MatchingFilesDatasetNO
MatrixBandPartYES
MatrixDeterminantNO
MatrixDiagYES
MatrixDiagPartNO
MatrixDiagPartV2NO
MatrixDiagPartV3NO
MatrixDiagV2NO
MatrixDiagV3NO
MatrixExponentialNO
MatrixInverseYES
MatrixLogarithmNO
MatrixSetDiagNO
MatrixSetDiagV2NO
MatrixSetDiagV3NO
MatrixSolveNO
MatrixSolveLsNO
MatrixSquareRootNO
MatrixTriangularSolveNO
MaxYES
MaxIntraOpParallelismDatasetNO
MaxPoolYES
MaxPool3DYES
MaxPool3DGradNO
MaxPool3DGradGradNO
MaxPoolGradNO
MaxPoolGradGradNO
MaxPoolGradGradV2NO
MaxPoolGradGradWithArgmaxNO
MaxPoolGradV2NO
MaxPoolGradWithArgmaxNO
MaxPoolV2YES
MaxPoolWithArgmaxYES
MaximumYES
MeanYES
MergeYES
MergeSummaryNO
MergeV2CheckpointsYES
MfccNO
MinYES
MinimumYES
MirrorPadYES
MirrorPadGradNO
ModYES
ModelDatasetNO
MulYES
MulNoNanYES
MultiDeviceIteratorNO
MultiDeviceIteratorFromStringHandleNO
MultiDeviceIteratorGetNextFromShardNO
MultiDeviceIteratorInitNO
MultiDeviceIteratorToStringHandleNO
MultinomialYES
MutableDenseHashTableNO
MutableDenseHashTableV2NO
MutableHashTableYES
MutableHashTableOfTensorsNO
MutableHashTableOfTensorsV2NO
MutableHashTableV2YES
MutexLockNO
MutexV2NO
NcclAllReduceNO
NcclBroadcastNO
NcclReduceNO
NdtriNO
NegYES
NextAfterNO
NextIterationYES
NoOpYES
NonDeterministicIntsNO
NonMaxSuppressionYES
NonMaxSuppressionV2YES
NonMaxSuppressionV3YES
NonMaxSuppressionV4YES
NonMaxSuppressionV5YES
NonMaxSuppressionWithOverlapsNO
NonSerializableDatasetNO
NotEqualYES
NthElementNO
OneHotYES
OneShotIteratorYES
OnesLikeYES
OptimizeDatasetNO
OptimizeDatasetV2NO
OptionalFromValueNO
OptionalGetValueNO
OptionalHasValueNO
OptionalNoneNO
OptionsDatasetNO
OrderedMapClearNO
OrderedMapIncompleteSizeNO
OrderedMapPeekNO
OrderedMapSizeNO
OrderedMapStageNO
OrderedMapUnstageNO
OrderedMapUnstageNoKeyNO
OutfeedDequeueNO
OutfeedDequeueTupleNO
OutfeedDequeueTupleV2NO
OutfeedDequeueV2NO
OutfeedEnqueueNO
OutfeedEnqueueTupleNO
PackYES
PadYES
PadV2YES
PaddedBatchDatasetNO
PaddedBatchDatasetV2NO
PaddingFIFOQueueNO
PaddingFIFOQueueV2NO
ParallelBatchDatasetNO
ParallelConcatNO
ParallelDynamicStitchYES
ParallelFilterDatasetNO
ParallelInterleaveDatasetNO
ParallelInterleaveDatasetV2NO
ParallelInterleaveDatasetV3NO
ParallelInterleaveDatasetV4NO
ParallelMapDatasetNO
ParallelMapDatasetV2NO
ParameterizedTruncatedNormalNO
ParseExampleNO
ParseExampleDatasetNO
ParseExampleDatasetV2NO
ParseExampleV2NO
ParseSequenceExampleNO
ParseSequenceExampleV2NO
ParseSingleExampleNO
ParseSingleSequenceExampleNO
ParseTensorNO
PartitionedCallYES
PlaceholderYES
PlaceholderV2NO
PlaceholderWithDefaultYES
PolygammaNO
PopulationCountNO
PowYES
PrefetchDatasetNO
PrelinearizeNO
PrelinearizeTupleNO
PreventGradientYES
PrintNO
PrintV2NO
PriorityQueueNO
PriorityQueueV2NO
PrivateThreadPoolDatasetNO
ProdYES
PyFuncNO
PyFuncStatelessNO
QrNO
QuantizeAndDequantizeNO
QuantizeAndDequantizeV2NO
QuantizeAndDequantizeV3NO
QuantizeAndDequantizeV4NO
QuantizeAndDequantizeV4GradNO
QuantizeDownAndShrinkRangeNO
QuantizeV2NO
QuantizedAddNO
QuantizedAvgPoolNO
QuantizedBatchNormWithGlobalNormalizationNO
QuantizedBiasAddNO
QuantizedConcatNO
QuantizedConv2DNO
QuantizedConv2DAndReluNO
QuantizedConv2DAndReluAndRequantizeNO
QuantizedConv2DAndRequantizeNO
QuantizedConv2DPerChannelNO
QuantizedConv2DWithBiasNO
QuantizedConv2DWithBiasAndReluNO
QuantizedConv2DWithBiasAndReluAndRequantizeNO
QuantizedConv2DWithBiasAndRequantizeNO
QuantizedConv2DWithBiasSignedSumAndReluAndRequantizeNO
QuantizedConv2DWithBiasSumAndReluNO
QuantizedConv2DWithBiasSumAndReluAndRequantizeNO
QuantizedDepthwiseConv2DNO
QuantizedDepthwiseConv2DWithBiasNO
QuantizedDepthwiseConv2DWithBiasAndReluNO
QuantizedDepthwiseConv2DWithBiasAndReluAndRequantizeNO
QuantizedInstanceNormNO
QuantizedMatMulNO
QuantizedMatMulWithBiasNO
QuantizedMatMulWithBiasAndDequantizeNO
QuantizedMatMulWithBiasAndReluNO
QuantizedMatMulWithBiasAndReluAndRequantizeNO
QuantizedMatMulWithBiasAndRequantizeNO
QuantizedMaxPoolNO
QuantizedMulNO
QuantizedReluNO
QuantizedRelu6NO
QuantizedReluXNO
QuantizedReshapeNO
QuantizedResizeBilinearNO
QueueCloseNO
QueueCloseV2NO
QueueDequeueYES
QueueDequeueManyYES
QueueDequeueManyV2NO
QueueDequeueUpToYES
QueueDequeueUpToV2YES
QueueDequeueV2YES
QueueEnqueueNO
QueueEnqueueManyNO
QueueEnqueueManyV2NO
QueueEnqueueV2NO
QueueIsClosedNO
QueueIsClosedV2NO
QueueSizeNO
QueueSizeV2NO
RFFTYES
RFFT2DYES
RFFT3DYES
RGBToHSVYES
RaggedBincountNO
RaggedCountSparseOutputNO
RaggedCrossNO
RaggedFillEmptyRowsNO
RaggedFillEmptyRowsGradNO
RaggedGatherNO
RaggedRangeNO
RaggedTensorFromVariantNO
RaggedTensorToSparseYESopenvino-tokenizers required
RaggedTensorToTensorYESopenvino-tokenizers required
RaggedTensorToVariantNO
RaggedTensorToVariantGradientNO
RandomCropNO
RandomDatasetNO
RandomDatasetV2NO
RandomGammaNO
RandomGammaGradNO
RandomIndexShuffleNO
RandomPoissonNO
RandomPoissonV2NO
RandomShuffleNO
RandomShuffleQueueNO
RandomShuffleQueueV2NO
RandomStandardNormalNO
RandomUniformYES
RandomUniformIntYES
RangeYES
RangeDatasetNO
RankYES
ReadFileNO
ReadVariableOpYES
ReadVariableXlaSplitNDNO
ReaderNumRecordsProducedNO
ReaderNumRecordsProducedV2NO
ReaderNumWorkUnitsCompletedNO
ReaderNumWorkUnitsCompletedV2NO
ReaderReadNO
ReaderReadUpToNO
ReaderReadUpToV2NO
ReaderReadV2NO
ReaderResetNO
ReaderResetV2NO
ReaderRestoreStateNO
ReaderRestoreStateV2NO
ReaderSerializeStateNO
ReaderSerializeStateV2NO
RealYES
RealDivYES
RebatchDatasetNO
RebatchDatasetV2NO
ReciprocalYES
ReciprocalGradNO
RecordInputNO
RecvNO
RecvTPUEmbeddingActivationsNO
ReduceDatasetNO
ReduceJoinNO
RefEnterNO
RefExitNO
RefIdentityNO
RefMergeNO
RefNextIterationNO
RefSelectNO
RefSwitchNO
RegexFullMatchNO
RegexReplaceNO
RegisterDatasetNO
RegisterDatasetV2NO
ReluYES
Relu6YES
Relu6GradNO
ReluGradNO
RemoteCallNO
RepeatDatasetNO
RequantizationRangeNO
RequantizationRangePerChannelNO
RequantizeNO
RequantizePerChannelNO
ReshapeYES
ResizeAreaNO
ResizeBicubicNO
ResizeBicubicGradNO
ResizeBilinearYES
ResizeBilinearGradNO
ResizeNearestNeighborYES
ResizeNearestNeighborGradNO
ResourceAccumulatorApplyGradientNO
ResourceAccumulatorNumAccumulatedNO
ResourceAccumulatorSetGlobalStepNO
ResourceAccumulatorTakeGradientNO
ResourceApplyAdaMaxNO
ResourceApplyAdadeltaNO
ResourceApplyAdagradNO
ResourceApplyAdagradDANO
ResourceApplyAdagradV2NO
ResourceApplyAdamNO
ResourceApplyAdamWithAmsgradNO
ResourceApplyAddSignNO
ResourceApplyCenteredRMSPropNO
ResourceApplyFtrlNO
ResourceApplyFtrlV2NO
ResourceApplyGradientDescentNO
ResourceApplyKerasMomentumNO
ResourceApplyMomentumNO
ResourceApplyPowerSignNO
ResourceApplyProximalAdagradNO
ResourceApplyProximalGradientDescentNO
ResourceApplyRMSPropNO
ResourceConditionalAccumulatorNO
ResourceCountUpToNO
ResourceGatherYES
ResourceGatherNdNO
ResourceScatterAddNO
ResourceScatterDivNO
ResourceScatterMaxNO
ResourceScatterMinNO
ResourceScatterMulNO
ResourceScatterNdAddNO
ResourceScatterNdMaxNO
ResourceScatterNdMinNO
ResourceScatterNdSubNO
ResourceScatterNdUpdateNO
ResourceScatterSubNO
ResourceScatterUpdateNO
ResourceSparseApplyAdadeltaNO
ResourceSparseApplyAdagradNO
ResourceSparseApplyAdagradDANO
ResourceSparseApplyAdagradV2NO
ResourceSparseApplyCenteredRMSPropNO
ResourceSparseApplyFtrlNO
ResourceSparseApplyFtrlV2NO
ResourceSparseApplyKerasMomentumNO
ResourceSparseApplyMomentumNO
ResourceSparseApplyProximalAdagradNO
ResourceSparseApplyProximalGradientDescentNO
ResourceSparseApplyRMSPropNO
ResourceStridedSliceAssignNO
RestoreNO
RestoreSliceNO
RestoreV2YES
RetrieveTPUEmbeddingADAMParametersNO
RetrieveTPUEmbeddingAdadeltaParametersNO
RetrieveTPUEmbeddingAdagradMomentumParametersNO
RetrieveTPUEmbeddingAdagradParametersNO
RetrieveTPUEmbeddingCenteredRMSPropParametersNO
RetrieveTPUEmbeddingFTRLParametersNO
RetrieveTPUEmbeddingFrequencyEstimatorParametersNO
RetrieveTPUEmbeddingMDLAdagradLightParametersNO
RetrieveTPUEmbeddingMomentumParametersNO
RetrieveTPUEmbeddingProximalAdagradParametersNO
RetrieveTPUEmbeddingProximalYogiParametersNO
RetrieveTPUEmbeddingRMSPropParametersNO
RetrieveTPUEmbeddingStochasticGradientDescentParametersNO
ReverseYES
ReverseSequenceYES
ReverseV2YES
RewriteDatasetNO
RightShiftYES
RintYES
RngReadAndSkipNO
RngSkipNO
RollYES
RoundYES
RsqrtYES
RsqrtGradNO
SampleDistortedBoundingBoxNO
SampleDistortedBoundingBoxV2NO
SamplingDatasetNO
SaveNO
SaveDatasetNO
SaveDatasetV2NO
SaveSlicesNO
SaveV2YES
ScalarSummaryNO
ScaleAndTranslateNO
ScaleAndTranslateGradNO
ScanDatasetNO
ScatterAddNO
ScatterDivNO
ScatterMaxNO
ScatterMinNO
ScatterMulNO
ScatterNdYES
ScatterNdAddNO
ScatterNdMaxNO
ScatterNdMinNO
ScatterNdNonAliasingAddNO
ScatterNdSubNO
ScatterNdUpdateNO
ScatterSubNO
ScatterUpdateNO
SdcaFprintNO
SdcaOptimizerNO
SdcaOptimizerV2NO
SdcaShrinkL1NO
SegmentMaxYES
SegmentMaxV2NO
SegmentMeanNO
SegmentMinNO
SegmentMinV2NO
SegmentProdNO
SegmentProdV2NO
SegmentSumYES
SegmentSumV2NO
SelectYES
SelectV2YES
SelfAdjointEigNO
SelfAdjointEigV2NO
SeluYES
SeluGradNO
SendNO
SendTPUEmbeddingGradientsNO
SerializeIteratorNO
SerializeManySparseNO
SerializeSparseNO
SerializeTensorNO
SetSizeNO
SetStatsAggregatorDatasetNO
ShapeYES
ShapeNYES
ShardDatasetNO
ShardedFilenameYES
ShardedFilespecNO
ShuffleAndRepeatDatasetNO
ShuffleAndRepeatDatasetV2NO
ShuffleDatasetNO
ShuffleDatasetV2NO
ShuffleDatasetV3NO
ShutdownDistributedTPUNO
SigmoidYES
SigmoidGradNO
SignYES
SinYES
SinhYES
SizeYES
SkipDatasetNO
SleepDatasetNO
SliceYES
SlidingWindowDatasetNO
SnapshotYES
SnapshotChunkDatasetNO
SnapshotDatasetNO
SnapshotDatasetReaderNO
SnapshotDatasetV2NO
SnapshotNestedDatasetReaderNO
SobolSampleNO
SoftmaxYES
SoftmaxCrossEntropyWithLogitsNO
SoftplusYES
SoftplusGradNO
SoftsignYES
SoftsignGradNO
SpaceToBatchNO
SpaceToBatchNDYES
SpaceToDepthYES
SparseAccumulatorApplyGradientNO
SparseAccumulatorTakeGradientNO
SparseAddNO
SparseAddGradNO
SparseApplyAdadeltaNO
SparseApplyAdagradNO
SparseApplyAdagradDANO
SparseApplyAdagradV2NO
SparseApplyCenteredRMSPropNO
SparseApplyFtrlNO
SparseApplyFtrlV2NO
SparseApplyMomentumNO
SparseApplyProximalAdagradNO
SparseApplyProximalGradientDescentNO
SparseApplyRMSPropNO
SparseBincountNO
SparseConcatNO
SparseConditionalAccumulatorNO
SparseCountSparseOutputNO
SparseCrossNO
SparseCrossHashedNO
SparseCrossV2NO
SparseDenseCwiseAddNO
SparseDenseCwiseDivNO
SparseDenseCwiseMulNO
SparseFillEmptyRowsYES
SparseFillEmptyRowsGradNO
SparseMatMulNO
SparseMatrixAddNO
SparseMatrixMatMulNO
SparseMatrixMulNO
SparseMatrixNNZNO
SparseMatrixOrderingAMDNO
SparseMatrixSoftmaxNO
SparseMatrixSoftmaxGradNO
SparseMatrixSparseCholeskyNO
SparseMatrixSparseMatMulNO
SparseMatrixTransposeNO
SparseMatrixZerosNO
SparseReduceMaxNO
SparseReduceMaxSparseNO
SparseReduceSumNO
SparseReduceSumSparseNO
SparseReorderNO
SparseReshapeYES
SparseSegmentMeanYES
SparseSegmentMeanGradNO
SparseSegmentMeanGradV2NO
SparseSegmentMeanWithNumSegmentsNO
SparseSegmentSqrtNYES
SparseSegmentSqrtNGradNO
SparseSegmentSqrtNGradV2NO
SparseSegmentSqrtNWithNumSegmentsNO
SparseSegmentSumYES
SparseSegmentSumGradNO
SparseSegmentSumGradV2NO
SparseSegmentSumWithNumSegmentsNO
SparseSliceNO
SparseSliceGradNO
SparseSoftmaxNO
SparseSoftmaxCrossEntropyWithLogitsNO
SparseSparseMaximumNO
SparseSparseMinimumNO
SparseSplitNO
SparseTensorDenseAddYES
SparseTensorDenseMatMulYES
SparseTensorSliceDatasetNO
SparseTensorToCSRSparseMatrixNO
SparseToDenseYES
SparseToSparseSetOperationNO
SpenceNO
SplitYES
SplitVYES
SqlDatasetNO
SqrtYES
SqrtGradNO
SquareYES
SquaredDifferenceYES
SqueezeYES
StackNO
StackCloseNO
StackCloseV2NO
StackPopNO
StackPopV2NO
StackPushNO
StackPushV2NO
StackV2NO
StageNO
StageClearNO
StagePeekNO
StageSizeNO
StatefulPartitionedCallYES
StatefulRandomBinomialNO
StatefulStandardNormalNO
StatefulStandardNormalV2NO
StatefulTruncatedNormalNO
StatefulUniformNO
StatefulUniformFullIntNO
StatefulUniformIntNO
StatelessCaseNO
StatelessIfYES
StatelessMultinomialNO
StatelessParameterizedTruncatedNormalNO
StatelessRandomBinomialNO
StatelessRandomGammaV2NO
StatelessRandomGammaV3NO
StatelessRandomGetAlgNO
StatelessRandomGetKeyCounterNO
StatelessRandomGetKeyCounterAlgNO
StatelessRandomNormalNO
StatelessRandomNormalV2NO
StatelessRandomPoissonNO
StatelessRandomUniformNO
StatelessRandomUniformFullIntNO
StatelessRandomUniformFullIntV2NO
StatelessRandomUniformIntNO
StatelessRandomUniformIntV2NO
StatelessRandomUniformV2NO
StatelessSampleDistortedBoundingBoxNO
StatelessShuffleNO
StatelessTruncatedNormalNO
StatelessTruncatedNormalV2NO
StatelessWhileYES
StaticRegexFullMatchYES
StaticRegexReplaceYESopenvino-tokenizers required
StatsAggregatorHandleNO
StatsAggregatorHandleV2NO
StatsAggregatorSetSummaryWriterNO
StatsAggregatorSummaryNO
StopGradientYES
StridedSliceYES
StridedSliceAssignNO
StridedSliceGradNO
StringFormatNO
StringJoinYES
StringLengthNO
StringLowerYESopenvino-tokenizers required
StringNGramsNO
StringSplitNO
StringSplitV2YESopenvino-tokenizers required
StringStripNO
StringToHashBucketNO
StringToHashBucketFastYESopenvino-tokenizers required
StringToHashBucketStrongNO
StringToNumberNO
StringUpperNO
SubYES
SubstrNO
SumYES
SummaryWriterNO
SvdNO
SwitchYES
SymbolicGradientNO
SyncDeviceNO
TFRecordDatasetNO
TFRecordDatasetV2NO
TFRecordReaderNO
TFRecordReaderV2NO
TPUCompilationResultNO
TPUEmbeddingActivationsNO
TPUOrdinalSelectorNO
TPUPartitionedCallNO
TPUPartitionedInputNO
TPUPartitionedInputV2NO
TPUPartitionedOutputNO
TPUPartitionedOutputV2NO
TPUReplicateMetadataNO
TPUReplicatedInputNO
TPUReplicatedOutputNO
TakeDatasetNO
TakeManySparseFromTensorsMapNO
TakeWhileDatasetNO
TanYES
TanhYES
TanhGradNO
TemporaryVariableNO
TensorArrayNO
TensorArrayCloseNO
TensorArrayCloseV2NO
TensorArrayCloseV3YES
TensorArrayConcatNO
TensorArrayConcatV2NO
TensorArrayConcatV3YES
TensorArrayGatherNO
TensorArrayGatherV2NO
TensorArrayGatherV3YES
TensorArrayGradNO
TensorArrayGradV2NO
TensorArrayGradV3NO
TensorArrayGradWithShapeNO
TensorArrayPackNO
TensorArrayReadNO
TensorArrayReadV2NO
TensorArrayReadV3YES
TensorArrayScatterNO
TensorArrayScatterV2NO
TensorArrayScatterV3YES
TensorArraySizeNO
TensorArraySizeV2NO
TensorArraySizeV3YES
TensorArraySplitNO
TensorArraySplitV2NO
TensorArraySplitV3NO
TensorArrayUnpackNO
TensorArrayV2NO
TensorArrayV3YES
TensorArrayWriteNO
TensorArrayWriteV2NO
TensorArrayWriteV3YES
TensorDatasetNO
TensorListConcatNO
TensorListConcatListsNO
TensorListConcatV2YES
TensorListElementShapeNO
TensorListFromTensorYES
TensorListGatherNO
TensorListGetItemYES
TensorListLengthYES
TensorListPopBackNO
TensorListPushBackYES
TensorListPushBackBatchNO
TensorListReserveYES
TensorListResizeYES
TensorListScatterNO
TensorListScatterIntoExistingListNO
TensorListScatterV2NO
TensorListSetItemYES
TensorListSplitNO
TensorListStackYES
TensorScatterAddYES
TensorScatterMaxNO
TensorScatterMinNO
TensorScatterSubNO
TensorScatterUpdateYES
TensorSliceDatasetNO
TensorStridedSliceUpdateNO
TensorSummaryNO
TensorSummaryV2NO
TextLineDatasetNO
TextLineReaderNO
TextLineReaderV2NO
ThreadPoolDatasetNO
ThreadPoolHandleNO
ThreadUnsafeUnigramCandidateSamplerNO
TileYES
TileGradNO
TimestampNO
ToBoolYES
TopKYES
TopKV2YES
TransposeYES
TridiagonalMatMulNO
TridiagonalSolveNO
TruncateDivYES
TruncateModYES
TruncatedNormalNO
UnbatchNO
UnbatchDatasetNO
UnbatchGradNO
UncompressElementNO
UnicodeDecodeNO
UnicodeDecodeWithOffsetsNO
UnicodeEncodeNO
UnicodeScriptNO
UnicodeTranscodeNO
UniformCandidateSamplerNO
UniformDequantizeNO
UniformQuantizeNO
UniformQuantizedAddNO
UniformQuantizedClipByValueNO
UniformQuantizedConvolutionNO
UniformQuantizedConvolutionHybridNO
UniformQuantizedDotNO
UniformQuantizedDotHybridNO
UniformRequantizeNO
UniqueYES
UniqueDatasetNO
UniqueV2NO
UniqueWithCountsYES
UniqueWithCountsV2NO
UnpackYES
UnravelIndexYES
UnsortedSegmentJoinNO
UnsortedSegmentMaxNO
UnsortedSegmentMinNO
UnsortedSegmentProdNO
UnsortedSegmentSumYES
UnstageNO
UnwrapDatasetVariantNO
UpperBoundNO
VarHandleOpYES
VarIsInitializedOpYES
VariableYES
VariableShapeNO
VariableV2YES
WhereYES
WhileYES
WholeFileReaderNO
WholeFileReaderV2NO
WindowDatasetNO
WindowOpNO
WorkerHeartbeatNO
WrapDatasetVariantNO
WriteAudioSummaryNO
WriteFileNO
WriteGraphSummaryNO
WriteHistogramSummaryNO
WriteImageSummaryNO
WriteRawProtoSummaryNO
WriteScalarSummaryNO
WriteSummaryNO
XdivyYES
XlaConcatNDNO
XlaSplitNDNO
Xlog1pyYES
XlogyYES
ZerosLikeYES
ZetaNO
ZipDatasetNO