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.
Data as of OpenVINO 2024.4, 18 Oct. 2024.
Device-operation conformance reports:
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 |
|
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 |
adaptive_pool2d |
The |
assign |
|
assign_value |
|
batch_norm |
|
bicubic_interp |
|
bilinear_interp |
|
bmm |
|
box_coder |
|
cast |
|
ceil |
|
clip |
|
concat |
|
conditional_block |
|
conv2d |
|
conv2d_transpose |
|
cumsum |
|
deformable_conv |
|
depthwise_conv2d |
|
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.: |
max_pool2d_with_index |
|
meshgrid |
|
multiclass_nms |
Only supports CPU plugin with “number of selected boxes” static shape (e.g.: |
nearest_interp |
|
not_equal |
|
p_norm |
|
pad3d |
|
pool2d |
|
pow |
|
prior_box |
|
range |
|
reduce_max |
|
reduce_mean |
|
reduce_min |
|
reduce_prod |
|
reduce_sum |
|
relu |
|
reshape |
|
reverse |
|
rnn |
|
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 |
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 |