Supported Operations#

Here, you will find comprehensive information on operations supported by OpenVINO. The conformance reports provide operation coverage for inference devices, while the tables list operations available for all OpenVINO framework frontends.

Device-operation conformance reports:

ops with static shapes only

ops including dynamic inputs

Operations supported by OpenVINO frontend Frameworks:

aten::__and__

aten::__derive_index

aten::__getitem__

aten::__not__

aten::__or__

aten::__range_length

aten::__xor__

aten::_convolution

aten::_convolution_mode

aten::_native_multi_head_attention

aten::_pack_padded_sequence

aten::_pad_packed_sequence

aten::_set_item

aten::_shape_as_tensor

aten::_unique2

aten::_upsample_bicubic2d_aa

aten::_upsample_bilinear2d_aa

aten::_weight_norm

aten::abs

aten::abs_

aten::acos

aten::acos_

aten::acosh

aten::acosh_

aten::adaptive_avg_pool1d

aten::adaptive_avg_pool2d

aten::adaptive_avg_pool3d

aten::adaptive_max_pool1d

aten::adaptive_max_pool2d

aten::adaptive_max_pool3d

aten::add

aten::add_

aten::addcmul

aten::addmm

aten::alias

aten::alias_copy

aten::all

aten::amax

aten::amin

aten::aminmax

aten::any

aten::append

Supported in limited set of patterns

aten::arange

aten::argmax

aten::argmin

aten::argsort

aten::as_strided

aten::as_tensor

aten::asin

aten::asin_

aten::asinh

aten::asinh_

aten::atan

aten::atan_

aten::atanh

aten::atanh_

aten::avg_pool1d

aten::avg_pool2d

aten::avg_pool3d

aten::baddbmm

aten::batch_norm

aten::bitwise_and

aten::bitwise_not

aten::bitwise_or

aten::bitwise_xor

aten::bmm

aten::Bool

aten::broadcast_tensors

Supported in limited set of patterns

aten::broadcast_to

aten::bucketize

aten::cat

aten::cdist

aten::ceil

aten::ceil_

aten::celu

aten::celu_

aten::channel_shuffle

aten::chunk

Supported in limited set of patterns

aten::clamp

aten::clamp_

aten::clamp_max

aten::clamp_max_

aten::clamp_min

aten::clamp_min_

aten::clip

aten::clip_

aten::clone

aten::col2im

aten::complex

Supported in limited set of patterns

aten::concat

aten::contiguous

aten::conv1d

aten::conv2d

aten::conv3d

aten::conv_transpose1d

aten::conv_transpose2d

aten::conv_transpose3d

aten::convolution

aten::copy

aten::copy_

aten::cos

aten::cos_

aten::cosh

aten::cosh_

aten::cross

aten::cumsum

aten::dequantize

aten::detach

aten::dim

aten::div

aten::div_

aten::dot

aten::dropout

aten::dropout_

aten::einsum

Supported in limited set of patterns

aten::elu

aten::elu_

aten::embedding

aten::embedding_bag

aten::empty

aten::empty_like

aten::eq

aten::erf

aten::erf_

aten::erfc

aten::erfc_

aten::exp

aten::exp_

aten::expand

aten::expand_as

aten::expm1

aten::expm1_

aten::eye

aten::fake_quantize_per_channel_affine

aten::fake_quantize_per_tensor_affine

aten::feature_dropout

aten::fft_irfftn

Supported in limited set of patterns

aten::fft_rfftn

Supported in limited set of patterns

aten::fill

aten::fill_

aten::fill_diagonal_

aten::flatten

aten::flip

aten::floor

aten::floor_

aten::floor_divide

aten::floor_divide_

aten::floordiv

aten::fmod

aten::frobenius_norm

aten::full

aten::full_like

aten::gather

aten::gcd

aten::ge

aten::gelu

aten::glu

aten::grid_sampler

aten::group_norm

aten::gru

aten::gt

aten::hann_window

aten::hardsigmoid

aten::hardsigmoid_

aten::hardswish

aten::hardswish_

aten::hardtanh

aten::hardtanh_

aten::im2col

aten::imag

Supported in limited set of patterns

aten::index

Supported in limited set of patterns

aten::index_add

aten::index_add_

aten::index_copy_

aten::index_put_

aten::index_select

aten::instance_norm

aten::Int

aten::IntImplicit

aten::inverse

aten::is_grad_enabled

aten::is_nonzero

aten::isfinite

aten::isinf

aten::isnan

aten::item

aten::layer_norm

aten::le

aten::leaky_relu

aten::leaky_relu_

aten::len

aten::lift

aten::lift_fresh

aten::lift_fresh_copy

aten::linalg_cross

aten::linalg_inv

aten::linalg_matrix_norm

aten::linalg_norm

aten::linalg_vector_norm

aten::linear

aten::linspace

aten::log

aten::log10

aten::log10_

aten::log1p

aten::log1p_

aten::log2

aten::log2_

aten::log_

aten::log_sigmoid

aten::log_softmax

aten::logical_and

aten::logical_not

aten::logical_or

aten::logical_xor

aten::lstm

aten::lt

aten::masked_fill

aten::masked_fill_

aten::masked_scatter

aten::masked_scatter_

aten::matmul

aten::max

aten::max_pool1d

aten::max_pool1d_with_indices

aten::max_pool2d

aten::max_pool2d_with_indices

aten::max_pool3d

aten::max_pool3d_with_indices

aten::maximum

aten::mean

aten::meshgrid

aten::min

aten::minimum

aten::mish

aten::mish_

aten::mm

aten::movedim

aten::mul

aten::mul_

aten::multinomial

aten::multiply

aten::multiply_

aten::mv

aten::narrow

aten::ne

aten::neg

aten::new_empty

aten::new_full

aten::new_ones

aten::new_zeros

aten::nonzero

aten::nonzero_numpy

Supported in limited set of patterns

aten::norm

aten::normal

aten::normal_

aten::numel

aten::numpy_T

aten::one_hot

aten::ones

aten::ones_like

aten::outer

aten::pad

aten::pairwise_distance

aten::permute

aten::pixel_shuffle

aten::pixel_unshuffle

aten::pow

aten::pow_

aten::prelu

aten::prod

aten::quantize_per_channel

aten::quantize_per_tensor

aten::rand

aten::rand_like

aten::randint

aten::randn

aten::randn_like

aten::real

Supported in limited set of patterns

aten::reciprocal

aten::reciprocal_

aten::reflection_pad2d

Supported in limited set of patterns

aten::relu

aten::relu6

aten::relu6_

aten::relu_

aten::remainder

aten::repeat

aten::repeat_interleave

aten::reshape

aten::reshape_as

aten::resolve_conj

aten::resolve_neg

aten::rnn_relu

aten::rnn_tanh

aten::roll

aten::round

aten::rsqrt

aten::rsqrt_

aten::rsub

aten::ScalarImplicit

aten::scaled_dot_product_attention

aten::scatter

aten::scatter_

aten::scatter_add

aten::scatter_add_

aten::scatter_reduce

aten::scatter_reduce_

aten::select

aten::selu

aten::selu_

aten::sigmoid

aten::sigmoid_

aten::sign

aten::silu

aten::silu_

aten::sin

aten::sin_

aten::sinh

aten::sinh_

aten::size

aten::slice

aten::softmax

aten::softplus

aten::sort

aten::split

Supported in limited set of patterns

aten::split_with_sizes

Supported in limited set of patterns

aten::sqrt

aten::sqrt_

aten::square

aten::squeeze

aten::stack

Supported in limited set of patterns

aten::std

aten::std_mean

aten::sub

aten::sub_

aten::sum

aten::swapaxes

aten::t

aten::t_

aten::take_along_dim

aten::tan

aten::tan_

aten::tanh

aten::tanh_

aten::tensor

aten::tensor_split

Supported in limited set of patterns

aten::tile

aten::to

aten::topk

aten::transpose

aten::tril

aten::tril_

aten::triu

aten::triu_

aten::type_as

aten::unbind

Supported in limited set of patterns

aten::unflatten

aten::unfold

aten::unsqueeze

aten::unsqueeze_

aten::upsample_bicubic2d

aten::upsample_bilinear2d

aten::upsample_linear1d

aten::upsample_nearest1d

aten::upsample_nearest2d

aten::upsample_nearest3d

aten::upsample_trilinear3d

aten::var

aten::var_mean

aten::view

aten::view_as

aten::where

aten::zero_

aten::zeros

aten::zeros_like

ov_ext::conv1d

ov_ext::embedding

ov_ext::linear

prim::Constant

prim::device

prim::DictConstruct

Supported in limited set of patterns

prim::GetAttr

prim::If

prim::is_cuda

prim::ListConstruct

prim::ListUnpack

prim::Loop

prim::max

Supported in limited set of patterns

prim::min

Supported in limited set of patterns

prim::NumToTensor

prim::PythonOp

prim::requires_grad

prim::TupleConstruct

Supported in limited set of patterns

prim::TupleIndex

prim::TupleUnpack

Supported in limited set of patterns

prim::type

quantized::add

quantized::add_relu

quantized::cat

quantized::conv2d

quantized::conv2d_relu

quantized::hardswish

quantized::linear

quantized::mul

torchvision::deform_conv2d

torchvision::nms

torchvision::roi_align

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

NO

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

NO

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

NO

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

NO

LookupTableSizeV2

NO

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

NO

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

NO

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

NO

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

NO

SparseTensorDenseMatMul

NO

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

NO

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

PaddlePaddle Supported Operations (v. >= 2.1)

Limitations

arg_max

The int32 output data_type is not supported.

adaptive_pool2d

The NHWC data_layout is not supported.

assign

assign_value

batch_norm

bicubic_interp

bilinear_interp

NCW, NWC, NHWC, NCDHW, NDHWC data_layout are not supported

bmm

box_coder

cast

ceil

clip

concat

conditional_block

conv2d

NHWC data_layout is not supported

conv2d_transpose

cumsum

deformable_conv

depthwise_conv2d

NHWC data_layout is not supported.

depthwise_conv2d_transpose

dropout

elementwise_add

elementwise_div

elementwise_floordiv

elementwise_max

elementwise_min

elementwise_mod

elementwise_mul

elementwise_pow

elementwise_sub

equal

exp

expand

fill_any_like

fill_constant

fill_constant_batch_size_like

flatten_contiguous_range

floor

gather

gather_nd

gelu

generate_proposals

greater_equal

greater_than

group_norm

hard_sigmoid

hard_swish

layer_norm

leaky_relu

less_than

linear_interp

log

logical_and

logical_not

logical_or

logical_xor

lookup_table

matmul

matrix_nms

Only supports CPU plugin with “number of selected boxes” static shape (e.g.: min(min(num_boxes, nms_top_k) * num_classes_output, keep_top_k)).

max_pool2d_with_index

meshgrid

multiclass_nms

Only supports CPU plugin with “number of selected boxes” static shape (e.g.: min(min(num_boxes, nms_top_k) * num_classes_output, keep_top_k)).

nearest_interp

NCW, NWC, NHWC, NCDHW, NDHWC data_layout are not supported.

not_equal

p_norm

pad3d

Circular mode is not supported.

pool2d

NHWC data_layout is not supported.

pow

prior_box

range

reduce_max

reduce_mean

reduce_min

reduce_prod

reduce_sum

relu

reshape

reverse

rnn

SimpleRNN and GRU modes are not supported.

roi_align

scale

select_input

shape

sigmoid

slice

softmax

softplus

split

sqrt

squeeze

stack

strided_slice

sum

swish

sync_batch_norm

tanh

tile

top_k

transpose

trilinear_interp

unsqueeze

where

where_index

while

yolo_box

ONNX Supported Operations (standard)

Limitations

Abs

Acos

Acosh

Add

And

ArgMin

ArgMax

Asin

Asinh

Atan

ATen

Atanh

AveragePool

BatchNormalization

BitShift

Cast

CastLike

Ceil

Clip

Concat

Constant

ConstantOfShape

Conv

ConvInteger

ConvTranspose

Compress

Cos

Cosh

ConstantFill

CumSum

DepthToSpace

DequantizeLinear

Div

Dropout

Einsum

Elu

Equal

Erf

Exp

Expand

EyeLike

Flatten

Floor

Gather

GatherElements

GatherND

Gemm

GlobalAveragePool

GlobalLpPool

GlobalMaxPool

Greater

GRU

Hardmax

HardSigmoid

HardSwish

Identity

If

ImageScaler

InstanceNormalization

LeakyRelu

Less

Log

LogSoftmax

Loop

LpNormalization

LRN

LSTM

MatMulInteger

MatMul

MaxPool

Max

Mean

MeanVarianceNormalization

Min

Mod

Mul

Neg

NonMaxSuppression

NonZero

Not

Or

OneHot

Pad

Pow

PRelu

QLinearConv

QLinearMatMul

QuantizeLinear

Range

RandomNormal

RandomNormalLike

RandomUniform

RandomUniformLike

Reciprocal

ReduceLogSum

ReduceLogSumExp

ReduceL1

ReduceL2

ReduceMax

ReduceMean

ReduceMin

ReduceProd

ReduceSum

ReduceSumSquare

Relu

Reshape

Resize

ReverseSequence

RNN

RoiAlign

Round

ScatterElements

ScatterND

Selu

Shape

Shrink

Sigmoid

Sign

Sin

Sinh

Size

Slice

Softmax

Softplus

Softsign

SpaceToDepth

Split

Sqrt

Squeeze

Sub

Sum

Tan

Tanh

ThresholdedRelu

Tile

TopK

Transpose

Unsqueeze

Where

Xor

ONNX Supported Operations (deprecated)

Limitations

Affine

Crop

Scatter

Upsample

ONNX Supported Operations (custom - the org.openvinotoolkit Domain)

Limitations

DeformableConv2D

DetectionOutput

ExperimentalDetectronDetectionOutput

ExperimentalDetectronGenerateProposalsSingleImage

ExperimentalDetectronGroupNorm

ExperimentalDetectronPriorGridGenerator

ExperimentalDetectronROIFeatureExtractor

ExperimentalDetectronTopKROIs

FakeQuantize

GroupNorm

Normalize

PriorBox

PriorBoxClustered

Swish

ONNX Supported Operations (custom - com.microsoft Domain)

Limitations

Attention

BiasGelu

EmbedLayerNormalization

SkipLayerNormalization

TensorFlow Lite Supported Operations

Limitations

ABS

ADD

ADD_N

ARG_MAX

ARG_MIN

AVERAGE_POOL_2D

BATCH_MATMUL

BATCH_TO_SPACE_ND

BROADCAST_ARGS

BROADCAST_TO

CAST

CEIL

COMPLEX_ABS

Supported in a specific pattern with RFFT2D

CONCATENATION

CONV_2D

COS

DEPTH_TO_SPACE

DEPTHWISE_CONV_2D

DEQUANTIZE

DIV

ELU

EQUAL

EXP

EXPAND_DIMS

FILL

FLOOR

FLOOR_DIV

FLOOR_MOD

FULLY_CONNECTED

GATHER

GATHER_ND

GREATER

GREATER_EQUAL

HARD_SWISH

L2_NORMALIZATION

LEAKY_RELU

LESS

LESS_EQUAL

LOG

LOG_SOFTMAX

LOGICAL_AND

LOGICAL_NOT

LOGICAL_OR

LOGISTIC

MATRIX_DIAG

MAX_POOL_2D

MAXIMUM

MEAN

MINIMUM

MIRROR_PAD

MUL

NEG

NOT_EQUAL

ONE_HOT

PACK

PAD

PADV2

POW

PRELU

QUANTIZE

RANGE

RANK

REDUCE_ALL

REDUCE_ANY

REDUCE_MAX

REDUCE_MIN

REDUCE_PROD

RELU

RELU6

RESHAPE

RESIZE_BILINEAR

RESIZE_NEAREST_NEIGHBOR

REVERSE_V2

RFFT2D

Supported in a specific pattern with COMPLEX_ABS

ROUND

RSQRT

SCATTER_ND

SEGMENT_SUM

SELECT

SELECT_V2

SHAPE

SIGN

SIN

SLICE

SOFTMAX

SPACE_TO_BATCH_ND

SPACE_TO_DEPTH

SPLIT

SPLIT_V

SQRT

SQUARE

SQUARED_DIFFERENCE

SQUEEZE

STRIDED_SLICE

SUB

SUM

TANH

TILE

TOPK_V2

TRANSPOSE

TRANSPOSE_CONV

UNIQUE

UNPACK

WHERE

ZEROS_LIKE

TensorFlow 2 Keras Supported Operations

Limitations

ActivityRegularization

Add

AdditiveAttention

AlphaDropout

Attention

Average

AveragePooling1D

AveragePooling2D

AveragePooling3D

BatchNormalization

Bidirectional

Concatenate

Conv1D

Conv1DTranspose

Not supported if dilation is not equal to 1.

Conv2D

Conv2DTranspose

Conv3D

Conv3DTranspose

Cropping1D

Cropping2D

Cropping3D

Dense

DenseFeatures

Not supported for categorical and crossed features.

DepthwiseConv2D

Dot

Dropout

ELU

Embedding

Flatten

GRU

GRUCell

GaussianDropout

GaussianNoise

GlobalAveragePooling1D

GlobalAveragePooling2D

GlobalAveragePooling3D

GlobalMaxPool1D

GlobalMaxPool2D

GlobalMaxPool3D

LSTM

LSTMCell

Lambda

LayerNormalization

LeakyReLU

LocallyConnected1D

LocallyConnected2D

MaxPool1D

MaxPool2D

MaxPool3D

Maximum

Minimum

Multiply

PReLU

Permute

RNN

Not supported for some custom cells.

ReLU

RepeatVector

Reshape

Roll

SeparableConv1D

SeparableConv2D

SimpleRNN

SimpleRNNCell

Softmax

SpatialDropout1D

SpatialDropout2D

SpatialDropout3D

StackedRNNCells

Subtract

ThresholdedReLU

TimeDistributed

UpSampling1D

UpSampling2D

UpSampling3D

ZeroPadding1D

ZeroPadding2D

ZeroPadding3D