.. _l-onnx-operators:

ONNX Operators
==============

Lists out all the ONNX operators. For each operator, lists out the usage guide,
parameters, examples, and line-by-line version history.
This section also includes tables detailing each operator
with its versions, as done in `Operators.md
<https://github.com/onnx/onnx/blob/main/docs/Operators.md>`_.

All examples end by calling function `expect`.
which checks a runtime produces the expected output for this example.
One implementation based on `onnxruntime <https://onnxruntime.ai/>`_
can be found at :ref:`l-function-expect`.

.. toctree::
    :hidden:

    ../expect_onnxruntime
    onnx__Abs.md
    onnx__Acos.md
    onnx__Acosh.md
    onnx__Add.md
    onnx__AffineGrid.md
    onnx__And.md
    onnx__ArgMax.md
    onnx__ArgMin.md
    onnx__Asin.md
    onnx__Asinh.md
    onnx__Atan.md
    onnx__Atanh.md
    onnx__AveragePool.md
    onnx__BatchNormalization.md
    onnx__Bernoulli.md
    onnx__BitShift.md
    onnx__BitwiseAnd.md
    onnx__BitwiseNot.md
    onnx__BitwiseOr.md
    onnx__BitwiseXor.md
    onnx__BlackmanWindow.md
    onnx__Cast.md
    onnx__CastLike.md
    onnx__Ceil.md
    onnx__Celu.md
    onnx__CenterCropPad.md
    onnx__Clip.md
    onnx__Col2Im.md
    onnx__Compress.md
    onnx__Concat.md
    onnx__ConcatFromSequence.md
    onnx__Constant.md
    onnx__ConstantOfShape.md
    onnx__Conv.md
    onnx__ConvInteger.md
    onnx__ConvTranspose.md
    onnx__Cos.md
    onnx__Cosh.md
    onnx__CumSum.md
    onnx__DFT.md
    onnx__DeformConv.md
    onnx__DepthToSpace.md
    onnx__DequantizeLinear.md
    onnx__Det.md
    onnx__Div.md
    onnx__Dropout.md
    onnx__DynamicQuantizeLinear.md
    onnx__Einsum.md
    onnx__Elu.md
    onnx__Equal.md
    onnx__Erf.md
    onnx__Exp.md
    onnx__Expand.md
    onnx__EyeLike.md
    onnx__Flatten.md
    onnx__Floor.md
    onnx__GRU.md
    onnx__Gather.md
    onnx__GatherElements.md
    onnx__GatherND.md
    onnx__Gelu.md
    onnx__Gemm.md
    onnx__GlobalAveragePool.md
    onnx__GlobalLpPool.md
    onnx__GlobalMaxPool.md
    onnx__Greater.md
    onnx__GreaterOrEqual.md
    onnx__GridSample.md
    onnx__GroupNormalization.md
    onnx__HammingWindow.md
    onnx__HannWindow.md
    onnx__HardSigmoid.md
    onnx__HardSwish.md
    onnx__Hardmax.md
    onnx__Identity.md
    onnx__If.md
    onnx__ImageDecoder.md
    onnx__InstanceNormalization.md
    onnx__IsInf.md
    onnx__IsNaN.md
    onnx__LRN.md
    onnx__LSTM.md
    onnx__LayerNormalization.md
    onnx__LeakyRelu.md
    onnx__Less.md
    onnx__LessOrEqual.md
    onnx__Log.md
    onnx__LogSoftmax.md
    onnx__Loop.md
    onnx__LpNormalization.md
    onnx__LpPool.md
    onnx__MatMul.md
    onnx__MatMulInteger.md
    onnx__Max.md
    onnx__MaxPool.md
    onnx__MaxRoiPool.md
    onnx__MaxUnpool.md
    onnx__Mean.md
    onnx__MeanVarianceNormalization.md
    onnx__MelWeightMatrix.md
    onnx__Min.md
    onnx__Mish.md
    onnx__Mod.md
    onnx__Mul.md
    onnx__Multinomial.md
    onnx__Neg.md
    onnx__NegativeLogLikelihoodLoss.md
    onnx__NonMaxSuppression.md
    onnx__NonZero.md
    onnx__Not.md
    onnx__OneHot.md
    onnx__Optional.md
    onnx__OptionalGetElement.md
    onnx__OptionalHasElement.md
    onnx__Or.md
    onnx__PRelu.md
    onnx__Pad.md
    onnx__Pow.md
    onnx__QLinearConv.md
    onnx__QLinearMatMul.md
    onnx__QuantizeLinear.md
    onnx__RNN.md
    onnx__RandomNormal.md
    onnx__RandomNormalLike.md
    onnx__RandomUniform.md
    onnx__RandomUniformLike.md
    onnx__Range.md
    onnx__Reciprocal.md
    onnx__ReduceL1.md
    onnx__ReduceL2.md
    onnx__ReduceLogSum.md
    onnx__ReduceLogSumExp.md
    onnx__ReduceMax.md
    onnx__ReduceMean.md
    onnx__ReduceMin.md
    onnx__ReduceProd.md
    onnx__ReduceSum.md
    onnx__ReduceSumSquare.md
    onnx__RegexFullMatch.md
    onnx__Relu.md
    onnx__Reshape.md
    onnx__Resize.md
    onnx__ReverseSequence.md
    onnx__RoiAlign.md
    onnx__Round.md
    onnx__STFT.md
    onnx__Scan.md
    onnx__Scatter.md
    onnx__ScatterElements.md
    onnx__ScatterND.md
    onnx__Selu.md
    onnx__SequenceAt.md
    onnx__SequenceConstruct.md
    onnx__SequenceEmpty.md
    onnx__SequenceErase.md
    onnx__SequenceInsert.md
    onnx__SequenceLength.md
    onnx__SequenceMap.md
    onnx__Shape.md
    onnx__Shrink.md
    onnx__Sigmoid.md
    onnx__Sign.md
    onnx__Sin.md
    onnx__Sinh.md
    onnx__Size.md
    onnx__Slice.md
    onnx__Softmax.md
    onnx__SoftmaxCrossEntropyLoss.md
    onnx__Softplus.md
    onnx__Softsign.md
    onnx__SpaceToDepth.md
    onnx__Split.md
    onnx__SplitToSequence.md
    onnx__Sqrt.md
    onnx__Squeeze.md
    onnx__StringConcat.md
    onnx__StringNormalizer.md
    onnx__StringSplit.md
    onnx__Sub.md
    onnx__Sum.md
    onnx__Tan.md
    onnx__Tanh.md
    onnx__TfIdfVectorizer.md
    onnx__ThresholdedRelu.md
    onnx__Tile.md
    onnx__TopK.md
    onnx__Transpose.md
    onnx__Trilu.md
    onnx__Unique.md
    onnx__Unsqueeze.md
    onnx__Upsample.md
    onnx__Where.md
    onnx__Xor.md
    onnx_aionnxml_ArrayFeatureExtractor.md
    onnx_aionnxml_Binarizer.md
    onnx_aionnxml_CastMap.md
    onnx_aionnxml_CategoryMapper.md
    onnx_aionnxml_DictVectorizer.md
    onnx_aionnxml_FeatureVectorizer.md
    onnx_aionnxml_Imputer.md
    onnx_aionnxml_LabelEncoder.md
    onnx_aionnxml_LinearClassifier.md
    onnx_aionnxml_LinearRegressor.md
    onnx_aionnxml_Normalizer.md
    onnx_aionnxml_OneHotEncoder.md
    onnx_aionnxml_SVMClassifier.md
    onnx_aionnxml_SVMRegressor.md
    onnx_aionnxml_Scaler.md
    onnx_aionnxml_TreeEnsemble.md
    onnx_aionnxml_TreeEnsembleClassifier.md
    onnx_aionnxml_TreeEnsembleRegressor.md
    onnx_aionnxml_ZipMap.md
    onnx_aionnxpreviewtraining_Adagrad.md
    onnx_aionnxpreviewtraining_Adam.md
    onnx_aionnxpreviewtraining_Gradient.md
    onnx_aionnxpreviewtraining_Momentum.md
    

.. tabs::

    .. tab:: ai.onnx
                
        .. list-table::
            :widths: 10 10 10
            :header-rows: 1
        
            * - operator
              - versions
              - differences
            * - :ref:`Abs <l-onnx-doc-Abs>`
              - :ref:`13 <l-onnx-op-abs-13>`, :ref:`6 <l-onnx-op-abs-6>`, :ref:`1 <l-onnx-op-abs-1>`
              - :ref:`13/6 <l-onnx-op-abs-d6-13>`, :ref:`13/1 <l-onnx-op-abs-d1-13>`, :ref:`6/1 <l-onnx-op-abs-d1-6>`
            * - :ref:`Acos <l-onnx-doc-Acos>`
              - :ref:`22 <l-onnx-op-acos-22>`, :ref:`7 <l-onnx-op-acos-7>`
              - :ref:`22/7 <l-onnx-op-acos-d7-22>`
            * - :ref:`Acosh <l-onnx-doc-Acosh>`
              - :ref:`22 <l-onnx-op-acosh-22>`, :ref:`9 <l-onnx-op-acosh-9>`
              - :ref:`22/9 <l-onnx-op-acosh-d9-22>`
            * - :ref:`Add <l-onnx-doc-Add>`
              - :ref:`14 <l-onnx-op-add-14>`, :ref:`13 <l-onnx-op-add-13>`, :ref:`7 <l-onnx-op-add-7>`, :ref:`6 <l-onnx-op-add-6>`, :ref:`1 <l-onnx-op-add-1>`
              - :ref:`14/13 <l-onnx-op-add-d13-14>`, :ref:`14/7 <l-onnx-op-add-d7-14>`, :ref:`13/7 <l-onnx-op-add-d7-13>`, :ref:`14/6 <l-onnx-op-add-d6-14>`, :ref:`13/6 <l-onnx-op-add-d6-13>`, :ref:`7/6 <l-onnx-op-add-d6-7>`, :ref:`14/1 <l-onnx-op-add-d1-14>`, :ref:`13/1 <l-onnx-op-add-d1-13>`, :ref:`7/1 <l-onnx-op-add-d1-7>`, :ref:`6/1 <l-onnx-op-add-d1-6>`
            * - :ref:`AffineGrid <l-onnx-doc-AffineGrid>`
              - :ref:`20 <l-onnx-op-affinegrid-20>`
              - 
            * - :ref:`And <l-onnx-doc-And>`
              - :ref:`7 <l-onnx-op-and-7>`, :ref:`1 <l-onnx-op-and-1>`
              - :ref:`7/1 <l-onnx-op-and-d1-7>`
            * - :ref:`ArgMax <l-onnx-doc-ArgMax>`
              - :ref:`13 <l-onnx-op-argmax-13>`, :ref:`12 <l-onnx-op-argmax-12>`, :ref:`11 <l-onnx-op-argmax-11>`, :ref:`1 <l-onnx-op-argmax-1>`
              - :ref:`13/12 <l-onnx-op-argmax-d12-13>`, :ref:`13/11 <l-onnx-op-argmax-d11-13>`, :ref:`12/11 <l-onnx-op-argmax-d11-12>`, :ref:`13/1 <l-onnx-op-argmax-d1-13>`, :ref:`12/1 <l-onnx-op-argmax-d1-12>`, :ref:`11/1 <l-onnx-op-argmax-d1-11>`
            * - :ref:`ArgMin <l-onnx-doc-ArgMin>`
              - :ref:`13 <l-onnx-op-argmin-13>`, :ref:`12 <l-onnx-op-argmin-12>`, :ref:`11 <l-onnx-op-argmin-11>`, :ref:`1 <l-onnx-op-argmin-1>`
              - :ref:`13/12 <l-onnx-op-argmin-d12-13>`, :ref:`13/11 <l-onnx-op-argmin-d11-13>`, :ref:`12/11 <l-onnx-op-argmin-d11-12>`, :ref:`13/1 <l-onnx-op-argmin-d1-13>`, :ref:`12/1 <l-onnx-op-argmin-d1-12>`, :ref:`11/1 <l-onnx-op-argmin-d1-11>`
            * - :ref:`Asin <l-onnx-doc-Asin>`
              - :ref:`22 <l-onnx-op-asin-22>`, :ref:`7 <l-onnx-op-asin-7>`
              - :ref:`22/7 <l-onnx-op-asin-d7-22>`
            * - :ref:`Asinh <l-onnx-doc-Asinh>`
              - :ref:`22 <l-onnx-op-asinh-22>`, :ref:`9 <l-onnx-op-asinh-9>`
              - :ref:`22/9 <l-onnx-op-asinh-d9-22>`
            * - :ref:`Atan <l-onnx-doc-Atan>`
              - :ref:`22 <l-onnx-op-atan-22>`, :ref:`7 <l-onnx-op-atan-7>`
              - :ref:`22/7 <l-onnx-op-atan-d7-22>`
            * - :ref:`Atanh <l-onnx-doc-Atanh>`
              - :ref:`22 <l-onnx-op-atanh-22>`, :ref:`9 <l-onnx-op-atanh-9>`
              - :ref:`22/9 <l-onnx-op-atanh-d9-22>`
            * - :ref:`AveragePool <l-onnx-doc-AveragePool>`
              - :ref:`22 <l-onnx-op-averagepool-22>`, :ref:`19 <l-onnx-op-averagepool-19>`, :ref:`11 <l-onnx-op-averagepool-11>`, :ref:`10 <l-onnx-op-averagepool-10>`, :ref:`7 <l-onnx-op-averagepool-7>`, :ref:`1 <l-onnx-op-averagepool-1>`
              - :ref:`22/19 <l-onnx-op-averagepool-d19-22>`, :ref:`22/11 <l-onnx-op-averagepool-d11-22>`, :ref:`19/11 <l-onnx-op-averagepool-d11-19>`, :ref:`22/10 <l-onnx-op-averagepool-d10-22>`, :ref:`19/10 <l-onnx-op-averagepool-d10-19>`, :ref:`11/10 <l-onnx-op-averagepool-d10-11>`, :ref:`22/7 <l-onnx-op-averagepool-d7-22>`, :ref:`19/7 <l-onnx-op-averagepool-d7-19>`, :ref:`11/7 <l-onnx-op-averagepool-d7-11>`, :ref:`10/7 <l-onnx-op-averagepool-d7-10>`, :ref:`22/1 <l-onnx-op-averagepool-d1-22>`, :ref:`19/1 <l-onnx-op-averagepool-d1-19>`, :ref:`11/1 <l-onnx-op-averagepool-d1-11>`, :ref:`10/1 <l-onnx-op-averagepool-d1-10>`, :ref:`7/1 <l-onnx-op-averagepool-d1-7>`
            * - :ref:`BatchNormalization <l-onnx-doc-BatchNormalization>`
              - :ref:`15 <l-onnx-op-batchnormalization-15>`, :ref:`14 <l-onnx-op-batchnormalization-14>`, :ref:`9 <l-onnx-op-batchnormalization-9>`, :ref:`7 <l-onnx-op-batchnormalization-7>`, :ref:`6 <l-onnx-op-batchnormalization-6>`, :ref:`1 <l-onnx-op-batchnormalization-1>`
              - :ref:`15/14 <l-onnx-op-batchnormalization-d14-15>`, :ref:`15/9 <l-onnx-op-batchnormalization-d9-15>`, :ref:`14/9 <l-onnx-op-batchnormalization-d9-14>`, :ref:`15/7 <l-onnx-op-batchnormalization-d7-15>`, :ref:`14/7 <l-onnx-op-batchnormalization-d7-14>`, :ref:`9/7 <l-onnx-op-batchnormalization-d7-9>`, :ref:`15/6 <l-onnx-op-batchnormalization-d6-15>`, :ref:`14/6 <l-onnx-op-batchnormalization-d6-14>`, :ref:`9/6 <l-onnx-op-batchnormalization-d6-9>`, :ref:`7/6 <l-onnx-op-batchnormalization-d6-7>`, :ref:`15/1 <l-onnx-op-batchnormalization-d1-15>`, :ref:`14/1 <l-onnx-op-batchnormalization-d1-14>`, :ref:`9/1 <l-onnx-op-batchnormalization-d1-9>`, :ref:`7/1 <l-onnx-op-batchnormalization-d1-7>`, :ref:`6/1 <l-onnx-op-batchnormalization-d1-6>`
            * - :ref:`Bernoulli <l-onnx-doc-Bernoulli>`
              - :ref:`22 <l-onnx-op-bernoulli-22>`, :ref:`15 <l-onnx-op-bernoulli-15>`
              - :ref:`22/15 <l-onnx-op-bernoulli-d15-22>`
            * - :ref:`BitShift <l-onnx-doc-BitShift>`
              - :ref:`11 <l-onnx-op-bitshift-11>`
              - 
            * - :ref:`BitwiseAnd <l-onnx-doc-BitwiseAnd>`
              - :ref:`18 <l-onnx-op-bitwiseand-18>`
              - 
            * - :ref:`BitwiseNot <l-onnx-doc-BitwiseNot>`
              - :ref:`18 <l-onnx-op-bitwisenot-18>`
              - 
            * - :ref:`BitwiseOr <l-onnx-doc-BitwiseOr>`
              - :ref:`18 <l-onnx-op-bitwiseor-18>`
              - 
            * - :ref:`BitwiseXor <l-onnx-doc-BitwiseXor>`
              - :ref:`18 <l-onnx-op-bitwisexor-18>`
              - 
            * - :ref:`BlackmanWindow <l-onnx-doc-BlackmanWindow>`
              - :ref:`17 <l-onnx-op-blackmanwindow-17>`
              - 
            * - :ref:`Cast <l-onnx-doc-Cast>`
              - :ref:`23 <l-onnx-op-cast-23>`, :ref:`21 <l-onnx-op-cast-21>`, :ref:`19 <l-onnx-op-cast-19>`, :ref:`13 <l-onnx-op-cast-13>`, :ref:`9 <l-onnx-op-cast-9>`, :ref:`6 <l-onnx-op-cast-6>`, :ref:`1 <l-onnx-op-cast-1>`
              - :ref:`23/21 <l-onnx-op-cast-d21-23>`, :ref:`23/19 <l-onnx-op-cast-d19-23>`, :ref:`21/19 <l-onnx-op-cast-d19-21>`, :ref:`23/13 <l-onnx-op-cast-d13-23>`, :ref:`21/13 <l-onnx-op-cast-d13-21>`, :ref:`19/13 <l-onnx-op-cast-d13-19>`, :ref:`23/9 <l-onnx-op-cast-d9-23>`, :ref:`21/9 <l-onnx-op-cast-d9-21>`, :ref:`19/9 <l-onnx-op-cast-d9-19>`, :ref:`13/9 <l-onnx-op-cast-d9-13>`, :ref:`23/6 <l-onnx-op-cast-d6-23>`, :ref:`21/6 <l-onnx-op-cast-d6-21>`, :ref:`19/6 <l-onnx-op-cast-d6-19>`, :ref:`13/6 <l-onnx-op-cast-d6-13>`, :ref:`9/6 <l-onnx-op-cast-d6-9>`, :ref:`23/1 <l-onnx-op-cast-d1-23>`, :ref:`21/1 <l-onnx-op-cast-d1-21>`, :ref:`19/1 <l-onnx-op-cast-d1-19>`, :ref:`13/1 <l-onnx-op-cast-d1-13>`, :ref:`9/1 <l-onnx-op-cast-d1-9>`, :ref:`6/1 <l-onnx-op-cast-d1-6>`
            * - :ref:`CastLike <l-onnx-doc-CastLike>`
              - :ref:`23 <l-onnx-op-castlike-23>`, :ref:`21 <l-onnx-op-castlike-21>`, :ref:`19 <l-onnx-op-castlike-19>`, :ref:`15 <l-onnx-op-castlike-15>`
              - :ref:`23/21 <l-onnx-op-castlike-d21-23>`, :ref:`23/19 <l-onnx-op-castlike-d19-23>`, :ref:`21/19 <l-onnx-op-castlike-d19-21>`, :ref:`23/15 <l-onnx-op-castlike-d15-23>`, :ref:`21/15 <l-onnx-op-castlike-d15-21>`, :ref:`19/15 <l-onnx-op-castlike-d15-19>`
            * - :ref:`Ceil <l-onnx-doc-Ceil>`
              - :ref:`13 <l-onnx-op-ceil-13>`, :ref:`6 <l-onnx-op-ceil-6>`, :ref:`1 <l-onnx-op-ceil-1>`
              - :ref:`13/6 <l-onnx-op-ceil-d6-13>`, :ref:`13/1 <l-onnx-op-ceil-d1-13>`, :ref:`6/1 <l-onnx-op-ceil-d1-6>`
            * - :ref:`Celu <l-onnx-doc-Celu>`
              - :ref:`12 <l-onnx-op-celu-12>`
              - 
            * - :ref:`CenterCropPad <l-onnx-doc-CenterCropPad>`
              - :ref:`18 <l-onnx-op-centercroppad-18>`
              - 
            * - :ref:`Clip <l-onnx-doc-Clip>`
              - :ref:`13 <l-onnx-op-clip-13>`, :ref:`12 <l-onnx-op-clip-12>`, :ref:`11 <l-onnx-op-clip-11>`, :ref:`6 <l-onnx-op-clip-6>`, :ref:`1 <l-onnx-op-clip-1>`
              - :ref:`13/12 <l-onnx-op-clip-d12-13>`, :ref:`13/11 <l-onnx-op-clip-d11-13>`, :ref:`12/11 <l-onnx-op-clip-d11-12>`, :ref:`13/6 <l-onnx-op-clip-d6-13>`, :ref:`12/6 <l-onnx-op-clip-d6-12>`, :ref:`11/6 <l-onnx-op-clip-d6-11>`, :ref:`13/1 <l-onnx-op-clip-d1-13>`, :ref:`12/1 <l-onnx-op-clip-d1-12>`, :ref:`11/1 <l-onnx-op-clip-d1-11>`, :ref:`6/1 <l-onnx-op-clip-d1-6>`
            * - :ref:`Col2Im <l-onnx-doc-Col2Im>`
              - :ref:`18 <l-onnx-op-col2im-18>`
              - 
            * - :ref:`Compress <l-onnx-doc-Compress>`
              - :ref:`11 <l-onnx-op-compress-11>`, :ref:`9 <l-onnx-op-compress-9>`
              - :ref:`11/9 <l-onnx-op-compress-d9-11>`
            * - :ref:`Concat <l-onnx-doc-Concat>`
              - :ref:`13 <l-onnx-op-concat-13>`, :ref:`11 <l-onnx-op-concat-11>`, :ref:`4 <l-onnx-op-concat-4>`, :ref:`1 <l-onnx-op-concat-1>`
              - :ref:`13/11 <l-onnx-op-concat-d11-13>`, :ref:`13/4 <l-onnx-op-concat-d4-13>`, :ref:`11/4 <l-onnx-op-concat-d4-11>`, :ref:`13/1 <l-onnx-op-concat-d1-13>`, :ref:`11/1 <l-onnx-op-concat-d1-11>`, :ref:`4/1 <l-onnx-op-concat-d1-4>`
            * - :ref:`ConcatFromSequence <l-onnx-doc-ConcatFromSequence>`
              - :ref:`11 <l-onnx-op-concatfromsequence-11>`
              - 
            * - :ref:`Constant <l-onnx-doc-Constant>`
              - :ref:`23 <l-onnx-op-constant-23>`, :ref:`21 <l-onnx-op-constant-21>`, :ref:`19 <l-onnx-op-constant-19>`, :ref:`13 <l-onnx-op-constant-13>`, :ref:`12 <l-onnx-op-constant-12>`, :ref:`11 <l-onnx-op-constant-11>`, :ref:`9 <l-onnx-op-constant-9>`, :ref:`1 <l-onnx-op-constant-1>`
              - :ref:`23/21 <l-onnx-op-constant-d21-23>`, :ref:`23/19 <l-onnx-op-constant-d19-23>`, :ref:`21/19 <l-onnx-op-constant-d19-21>`, :ref:`23/13 <l-onnx-op-constant-d13-23>`, :ref:`21/13 <l-onnx-op-constant-d13-21>`, :ref:`19/13 <l-onnx-op-constant-d13-19>`, :ref:`23/12 <l-onnx-op-constant-d12-23>`, :ref:`21/12 <l-onnx-op-constant-d12-21>`, :ref:`19/12 <l-onnx-op-constant-d12-19>`, :ref:`13/12 <l-onnx-op-constant-d12-13>`, :ref:`23/11 <l-onnx-op-constant-d11-23>`, :ref:`21/11 <l-onnx-op-constant-d11-21>`, :ref:`19/11 <l-onnx-op-constant-d11-19>`, :ref:`13/11 <l-onnx-op-constant-d11-13>`, :ref:`12/11 <l-onnx-op-constant-d11-12>`, :ref:`23/9 <l-onnx-op-constant-d9-23>`, :ref:`21/9 <l-onnx-op-constant-d9-21>`, :ref:`19/9 <l-onnx-op-constant-d9-19>`, :ref:`13/9 <l-onnx-op-constant-d9-13>`, :ref:`12/9 <l-onnx-op-constant-d9-12>`, :ref:`11/9 <l-onnx-op-constant-d9-11>`, :ref:`23/1 <l-onnx-op-constant-d1-23>`, :ref:`21/1 <l-onnx-op-constant-d1-21>`, :ref:`19/1 <l-onnx-op-constant-d1-19>`, :ref:`13/1 <l-onnx-op-constant-d1-13>`, :ref:`12/1 <l-onnx-op-constant-d1-12>`, :ref:`11/1 <l-onnx-op-constant-d1-11>`, :ref:`9/1 <l-onnx-op-constant-d1-9>`
            * - :ref:`ConstantOfShape <l-onnx-doc-ConstantOfShape>`
              - :ref:`23 <l-onnx-op-constantofshape-23>`, :ref:`21 <l-onnx-op-constantofshape-21>`, :ref:`20 <l-onnx-op-constantofshape-20>`, :ref:`9 <l-onnx-op-constantofshape-9>`
              - :ref:`23/21 <l-onnx-op-constantofshape-d21-23>`, :ref:`23/20 <l-onnx-op-constantofshape-d20-23>`, :ref:`21/20 <l-onnx-op-constantofshape-d20-21>`, :ref:`23/9 <l-onnx-op-constantofshape-d9-23>`, :ref:`21/9 <l-onnx-op-constantofshape-d9-21>`, :ref:`20/9 <l-onnx-op-constantofshape-d9-20>`
            * - :ref:`Conv <l-onnx-doc-Conv>`
              - :ref:`22 <l-onnx-op-conv-22>`, :ref:`11 <l-onnx-op-conv-11>`, :ref:`1 <l-onnx-op-conv-1>`
              - :ref:`22/11 <l-onnx-op-conv-d11-22>`, :ref:`22/1 <l-onnx-op-conv-d1-22>`, :ref:`11/1 <l-onnx-op-conv-d1-11>`
            * - :ref:`ConvInteger <l-onnx-doc-ConvInteger>`
              - :ref:`10 <l-onnx-op-convinteger-10>`
              - 
            * - :ref:`ConvTranspose <l-onnx-doc-ConvTranspose>`
              - :ref:`22 <l-onnx-op-convtranspose-22>`, :ref:`11 <l-onnx-op-convtranspose-11>`, :ref:`1 <l-onnx-op-convtranspose-1>`
              - :ref:`22/11 <l-onnx-op-convtranspose-d11-22>`, :ref:`22/1 <l-onnx-op-convtranspose-d1-22>`, :ref:`11/1 <l-onnx-op-convtranspose-d1-11>`
            * - :ref:`Cos <l-onnx-doc-Cos>`
              - :ref:`22 <l-onnx-op-cos-22>`, :ref:`7 <l-onnx-op-cos-7>`
              - :ref:`22/7 <l-onnx-op-cos-d7-22>`
            * - :ref:`Cosh <l-onnx-doc-Cosh>`
              - :ref:`22 <l-onnx-op-cosh-22>`, :ref:`9 <l-onnx-op-cosh-9>`
              - :ref:`22/9 <l-onnx-op-cosh-d9-22>`
            * - :ref:`CumSum <l-onnx-doc-CumSum>`
              - :ref:`14 <l-onnx-op-cumsum-14>`, :ref:`11 <l-onnx-op-cumsum-11>`
              - :ref:`14/11 <l-onnx-op-cumsum-d11-14>`
            * - :ref:`DFT <l-onnx-doc-DFT>`
              - :ref:`20 <l-onnx-op-dft-20>`, :ref:`17 <l-onnx-op-dft-17>`
              - :ref:`20/17 <l-onnx-op-dft-d17-20>`
            * - :ref:`DeformConv <l-onnx-doc-DeformConv>`
              - :ref:`22 <l-onnx-op-deformconv-22>`, :ref:`19 <l-onnx-op-deformconv-19>`
              - :ref:`22/19 <l-onnx-op-deformconv-d19-22>`
            * - :ref:`DepthToSpace <l-onnx-doc-DepthToSpace>`
              - :ref:`13 <l-onnx-op-depthtospace-13>`, :ref:`11 <l-onnx-op-depthtospace-11>`, :ref:`1 <l-onnx-op-depthtospace-1>`
              - :ref:`13/11 <l-onnx-op-depthtospace-d11-13>`, :ref:`13/1 <l-onnx-op-depthtospace-d1-13>`, :ref:`11/1 <l-onnx-op-depthtospace-d1-11>`
            * - :ref:`DequantizeLinear <l-onnx-doc-DequantizeLinear>`
              - :ref:`23 <l-onnx-op-dequantizelinear-23>`, :ref:`21 <l-onnx-op-dequantizelinear-21>`, :ref:`19 <l-onnx-op-dequantizelinear-19>`, :ref:`13 <l-onnx-op-dequantizelinear-13>`, :ref:`10 <l-onnx-op-dequantizelinear-10>`
              - :ref:`23/21 <l-onnx-op-dequantizelinear-d21-23>`, :ref:`23/19 <l-onnx-op-dequantizelinear-d19-23>`, :ref:`21/19 <l-onnx-op-dequantizelinear-d19-21>`, :ref:`23/13 <l-onnx-op-dequantizelinear-d13-23>`, :ref:`21/13 <l-onnx-op-dequantizelinear-d13-21>`, :ref:`19/13 <l-onnx-op-dequantizelinear-d13-19>`, :ref:`23/10 <l-onnx-op-dequantizelinear-d10-23>`, :ref:`21/10 <l-onnx-op-dequantizelinear-d10-21>`, :ref:`19/10 <l-onnx-op-dequantizelinear-d10-19>`, :ref:`13/10 <l-onnx-op-dequantizelinear-d10-13>`
            * - :ref:`Det <l-onnx-doc-Det>`
              - :ref:`22 <l-onnx-op-det-22>`, :ref:`11 <l-onnx-op-det-11>`
              - :ref:`22/11 <l-onnx-op-det-d11-22>`
            * - :ref:`Div <l-onnx-doc-Div>`
              - :ref:`14 <l-onnx-op-div-14>`, :ref:`13 <l-onnx-op-div-13>`, :ref:`7 <l-onnx-op-div-7>`, :ref:`6 <l-onnx-op-div-6>`, :ref:`1 <l-onnx-op-div-1>`
              - :ref:`14/13 <l-onnx-op-div-d13-14>`, :ref:`14/7 <l-onnx-op-div-d7-14>`, :ref:`13/7 <l-onnx-op-div-d7-13>`, :ref:`14/6 <l-onnx-op-div-d6-14>`, :ref:`13/6 <l-onnx-op-div-d6-13>`, :ref:`7/6 <l-onnx-op-div-d6-7>`, :ref:`14/1 <l-onnx-op-div-d1-14>`, :ref:`13/1 <l-onnx-op-div-d1-13>`, :ref:`7/1 <l-onnx-op-div-d1-7>`, :ref:`6/1 <l-onnx-op-div-d1-6>`
            * - :ref:`Dropout <l-onnx-doc-Dropout>`
              - :ref:`22 <l-onnx-op-dropout-22>`, :ref:`13 <l-onnx-op-dropout-13>`, :ref:`12 <l-onnx-op-dropout-12>`, :ref:`10 <l-onnx-op-dropout-10>`, :ref:`7 <l-onnx-op-dropout-7>`, :ref:`6 <l-onnx-op-dropout-6>`, :ref:`1 <l-onnx-op-dropout-1>`
              - :ref:`22/13 <l-onnx-op-dropout-d13-22>`, :ref:`22/12 <l-onnx-op-dropout-d12-22>`, :ref:`13/12 <l-onnx-op-dropout-d12-13>`, :ref:`22/10 <l-onnx-op-dropout-d10-22>`, :ref:`13/10 <l-onnx-op-dropout-d10-13>`, :ref:`12/10 <l-onnx-op-dropout-d10-12>`, :ref:`22/7 <l-onnx-op-dropout-d7-22>`, :ref:`13/7 <l-onnx-op-dropout-d7-13>`, :ref:`12/7 <l-onnx-op-dropout-d7-12>`, :ref:`10/7 <l-onnx-op-dropout-d7-10>`, :ref:`22/6 <l-onnx-op-dropout-d6-22>`, :ref:`13/6 <l-onnx-op-dropout-d6-13>`, :ref:`12/6 <l-onnx-op-dropout-d6-12>`, :ref:`10/6 <l-onnx-op-dropout-d6-10>`, :ref:`7/6 <l-onnx-op-dropout-d6-7>`, :ref:`22/1 <l-onnx-op-dropout-d1-22>`, :ref:`13/1 <l-onnx-op-dropout-d1-13>`, :ref:`12/1 <l-onnx-op-dropout-d1-12>`, :ref:`10/1 <l-onnx-op-dropout-d1-10>`, :ref:`7/1 <l-onnx-op-dropout-d1-7>`, :ref:`6/1 <l-onnx-op-dropout-d1-6>`
            * - :ref:`DynamicQuantizeLinear <l-onnx-doc-DynamicQuantizeLinear>`
              - :ref:`11 <l-onnx-op-dynamicquantizelinear-11>`
              - 
            * - :ref:`Einsum <l-onnx-doc-Einsum>`
              - :ref:`12 <l-onnx-op-einsum-12>`
              - 
            * - :ref:`Elu <l-onnx-doc-Elu>`
              - :ref:`22 <l-onnx-op-elu-22>`, :ref:`6 <l-onnx-op-elu-6>`, :ref:`1 <l-onnx-op-elu-1>`
              - :ref:`22/6 <l-onnx-op-elu-d6-22>`, :ref:`22/1 <l-onnx-op-elu-d1-22>`, :ref:`6/1 <l-onnx-op-elu-d1-6>`
            * - :ref:`Equal <l-onnx-doc-Equal>`
              - :ref:`19 <l-onnx-op-equal-19>`, :ref:`13 <l-onnx-op-equal-13>`, :ref:`11 <l-onnx-op-equal-11>`, :ref:`7 <l-onnx-op-equal-7>`, :ref:`1 <l-onnx-op-equal-1>`
              - :ref:`19/13 <l-onnx-op-equal-d13-19>`, :ref:`19/11 <l-onnx-op-equal-d11-19>`, :ref:`13/11 <l-onnx-op-equal-d11-13>`, :ref:`19/7 <l-onnx-op-equal-d7-19>`, :ref:`13/7 <l-onnx-op-equal-d7-13>`, :ref:`11/7 <l-onnx-op-equal-d7-11>`, :ref:`19/1 <l-onnx-op-equal-d1-19>`, :ref:`13/1 <l-onnx-op-equal-d1-13>`, :ref:`11/1 <l-onnx-op-equal-d1-11>`, :ref:`7/1 <l-onnx-op-equal-d1-7>`
            * - :ref:`Erf <l-onnx-doc-Erf>`
              - :ref:`13 <l-onnx-op-erf-13>`, :ref:`9 <l-onnx-op-erf-9>`
              - :ref:`13/9 <l-onnx-op-erf-d9-13>`
            * - :ref:`Exp <l-onnx-doc-Exp>`
              - :ref:`13 <l-onnx-op-exp-13>`, :ref:`6 <l-onnx-op-exp-6>`, :ref:`1 <l-onnx-op-exp-1>`
              - :ref:`13/6 <l-onnx-op-exp-d6-13>`, :ref:`13/1 <l-onnx-op-exp-d1-13>`, :ref:`6/1 <l-onnx-op-exp-d1-6>`
            * - :ref:`Expand <l-onnx-doc-Expand>`
              - :ref:`13 <l-onnx-op-expand-13>`, :ref:`8 <l-onnx-op-expand-8>`
              - :ref:`13/8 <l-onnx-op-expand-d8-13>`
            * - :ref:`EyeLike <l-onnx-doc-EyeLike>`
              - :ref:`22 <l-onnx-op-eyelike-22>`, :ref:`9 <l-onnx-op-eyelike-9>`
              - :ref:`22/9 <l-onnx-op-eyelike-d9-22>`
            * - :ref:`Flatten <l-onnx-doc-Flatten>`
              - :ref:`23 <l-onnx-op-flatten-23>`, :ref:`21 <l-onnx-op-flatten-21>`, :ref:`13 <l-onnx-op-flatten-13>`, :ref:`11 <l-onnx-op-flatten-11>`, :ref:`9 <l-onnx-op-flatten-9>`, :ref:`1 <l-onnx-op-flatten-1>`
              - :ref:`23/21 <l-onnx-op-flatten-d21-23>`, :ref:`23/13 <l-onnx-op-flatten-d13-23>`, :ref:`21/13 <l-onnx-op-flatten-d13-21>`, :ref:`23/11 <l-onnx-op-flatten-d11-23>`, :ref:`21/11 <l-onnx-op-flatten-d11-21>`, :ref:`13/11 <l-onnx-op-flatten-d11-13>`, :ref:`23/9 <l-onnx-op-flatten-d9-23>`, :ref:`21/9 <l-onnx-op-flatten-d9-21>`, :ref:`13/9 <l-onnx-op-flatten-d9-13>`, :ref:`11/9 <l-onnx-op-flatten-d9-11>`, :ref:`23/1 <l-onnx-op-flatten-d1-23>`, :ref:`21/1 <l-onnx-op-flatten-d1-21>`, :ref:`13/1 <l-onnx-op-flatten-d1-13>`, :ref:`11/1 <l-onnx-op-flatten-d1-11>`, :ref:`9/1 <l-onnx-op-flatten-d1-9>`
            * - :ref:`Floor <l-onnx-doc-Floor>`
              - :ref:`13 <l-onnx-op-floor-13>`, :ref:`6 <l-onnx-op-floor-6>`, :ref:`1 <l-onnx-op-floor-1>`
              - :ref:`13/6 <l-onnx-op-floor-d6-13>`, :ref:`13/1 <l-onnx-op-floor-d1-13>`, :ref:`6/1 <l-onnx-op-floor-d1-6>`
            * - :ref:`GRU <l-onnx-doc-GRU>`
              - :ref:`22 <l-onnx-op-gru-22>`, :ref:`14 <l-onnx-op-gru-14>`, :ref:`7 <l-onnx-op-gru-7>`, :ref:`3 <l-onnx-op-gru-3>`, :ref:`1 <l-onnx-op-gru-1>`
              - :ref:`22/14 <l-onnx-op-gru-d14-22>`, :ref:`22/7 <l-onnx-op-gru-d7-22>`, :ref:`14/7 <l-onnx-op-gru-d7-14>`, :ref:`22/3 <l-onnx-op-gru-d3-22>`, :ref:`14/3 <l-onnx-op-gru-d3-14>`, :ref:`7/3 <l-onnx-op-gru-d3-7>`, :ref:`22/1 <l-onnx-op-gru-d1-22>`, :ref:`14/1 <l-onnx-op-gru-d1-14>`, :ref:`7/1 <l-onnx-op-gru-d1-7>`, :ref:`3/1 <l-onnx-op-gru-d1-3>`
            * - :ref:`Gather <l-onnx-doc-Gather>`
              - :ref:`13 <l-onnx-op-gather-13>`, :ref:`11 <l-onnx-op-gather-11>`, :ref:`1 <l-onnx-op-gather-1>`
              - :ref:`13/11 <l-onnx-op-gather-d11-13>`, :ref:`13/1 <l-onnx-op-gather-d1-13>`, :ref:`11/1 <l-onnx-op-gather-d1-11>`
            * - :ref:`GatherElements <l-onnx-doc-GatherElements>`
              - :ref:`13 <l-onnx-op-gatherelements-13>`, :ref:`11 <l-onnx-op-gatherelements-11>`
              - :ref:`13/11 <l-onnx-op-gatherelements-d11-13>`
            * - :ref:`GatherND <l-onnx-doc-GatherND>`
              - :ref:`13 <l-onnx-op-gathernd-13>`, :ref:`12 <l-onnx-op-gathernd-12>`, :ref:`11 <l-onnx-op-gathernd-11>`
              - :ref:`13/12 <l-onnx-op-gathernd-d12-13>`, :ref:`13/11 <l-onnx-op-gathernd-d11-13>`, :ref:`12/11 <l-onnx-op-gathernd-d11-12>`
            * - :ref:`Gelu <l-onnx-doc-Gelu>`
              - :ref:`20 <l-onnx-op-gelu-20>`
              - 
            * - :ref:`Gemm <l-onnx-doc-Gemm>`
              - :ref:`13 <l-onnx-op-gemm-13>`, :ref:`11 <l-onnx-op-gemm-11>`, :ref:`9 <l-onnx-op-gemm-9>`, :ref:`7 <l-onnx-op-gemm-7>`, :ref:`6 <l-onnx-op-gemm-6>`, :ref:`1 <l-onnx-op-gemm-1>`
              - :ref:`13/11 <l-onnx-op-gemm-d11-13>`, :ref:`13/9 <l-onnx-op-gemm-d9-13>`, :ref:`11/9 <l-onnx-op-gemm-d9-11>`, :ref:`13/7 <l-onnx-op-gemm-d7-13>`, :ref:`11/7 <l-onnx-op-gemm-d7-11>`, :ref:`9/7 <l-onnx-op-gemm-d7-9>`, :ref:`13/6 <l-onnx-op-gemm-d6-13>`, :ref:`11/6 <l-onnx-op-gemm-d6-11>`, :ref:`9/6 <l-onnx-op-gemm-d6-9>`, :ref:`7/6 <l-onnx-op-gemm-d6-7>`, :ref:`13/1 <l-onnx-op-gemm-d1-13>`, :ref:`11/1 <l-onnx-op-gemm-d1-11>`, :ref:`9/1 <l-onnx-op-gemm-d1-9>`, :ref:`7/1 <l-onnx-op-gemm-d1-7>`, :ref:`6/1 <l-onnx-op-gemm-d1-6>`
            * - :ref:`GlobalAveragePool <l-onnx-doc-GlobalAveragePool>`
              - :ref:`22 <l-onnx-op-globalaveragepool-22>`, :ref:`1 <l-onnx-op-globalaveragepool-1>`
              - :ref:`22/1 <l-onnx-op-globalaveragepool-d1-22>`
            * - :ref:`GlobalLpPool <l-onnx-doc-GlobalLpPool>`
              - :ref:`22 <l-onnx-op-globallppool-22>`, :ref:`2 <l-onnx-op-globallppool-2>`, :ref:`1 <l-onnx-op-globallppool-1>`
              - :ref:`22/2 <l-onnx-op-globallppool-d2-22>`, :ref:`22/1 <l-onnx-op-globallppool-d1-22>`, :ref:`2/1 <l-onnx-op-globallppool-d1-2>`
            * - :ref:`GlobalMaxPool <l-onnx-doc-GlobalMaxPool>`
              - :ref:`22 <l-onnx-op-globalmaxpool-22>`, :ref:`1 <l-onnx-op-globalmaxpool-1>`
              - :ref:`22/1 <l-onnx-op-globalmaxpool-d1-22>`
            * - :ref:`Greater <l-onnx-doc-Greater>`
              - :ref:`13 <l-onnx-op-greater-13>`, :ref:`9 <l-onnx-op-greater-9>`, :ref:`7 <l-onnx-op-greater-7>`, :ref:`1 <l-onnx-op-greater-1>`
              - :ref:`13/9 <l-onnx-op-greater-d9-13>`, :ref:`13/7 <l-onnx-op-greater-d7-13>`, :ref:`9/7 <l-onnx-op-greater-d7-9>`, :ref:`13/1 <l-onnx-op-greater-d1-13>`, :ref:`9/1 <l-onnx-op-greater-d1-9>`, :ref:`7/1 <l-onnx-op-greater-d1-7>`
            * - :ref:`GreaterOrEqual <l-onnx-doc-GreaterOrEqual>`
              - :ref:`16 <l-onnx-op-greaterorequal-16>`, :ref:`12 <l-onnx-op-greaterorequal-12>`
              - :ref:`16/12 <l-onnx-op-greaterorequal-d12-16>`
            * - :ref:`GridSample <l-onnx-doc-GridSample>`
              - :ref:`22 <l-onnx-op-gridsample-22>`, :ref:`20 <l-onnx-op-gridsample-20>`, :ref:`16 <l-onnx-op-gridsample-16>`
              - :ref:`22/20 <l-onnx-op-gridsample-d20-22>`, :ref:`22/16 <l-onnx-op-gridsample-d16-22>`, :ref:`20/16 <l-onnx-op-gridsample-d16-20>`
            * - :ref:`GroupNormalization <l-onnx-doc-GroupNormalization>`
              - :ref:`21 <l-onnx-op-groupnormalization-21>`, :ref:`18 <l-onnx-op-groupnormalization-18>`
              - :ref:`21/18 <l-onnx-op-groupnormalization-d18-21>`
            * - :ref:`HammingWindow <l-onnx-doc-HammingWindow>`
              - :ref:`17 <l-onnx-op-hammingwindow-17>`
              - 
            * - :ref:`HannWindow <l-onnx-doc-HannWindow>`
              - :ref:`17 <l-onnx-op-hannwindow-17>`
              - 
            * - :ref:`HardSigmoid <l-onnx-doc-HardSigmoid>`
              - :ref:`22 <l-onnx-op-hardsigmoid-22>`, :ref:`6 <l-onnx-op-hardsigmoid-6>`, :ref:`1 <l-onnx-op-hardsigmoid-1>`
              - :ref:`22/6 <l-onnx-op-hardsigmoid-d6-22>`, :ref:`22/1 <l-onnx-op-hardsigmoid-d1-22>`, :ref:`6/1 <l-onnx-op-hardsigmoid-d1-6>`
            * - :ref:`HardSwish <l-onnx-doc-HardSwish>`
              - :ref:`22 <l-onnx-op-hardswish-22>`, :ref:`14 <l-onnx-op-hardswish-14>`
              - :ref:`22/14 <l-onnx-op-hardswish-d14-22>`
            * - :ref:`Hardmax <l-onnx-doc-Hardmax>`
              - :ref:`13 <l-onnx-op-hardmax-13>`, :ref:`11 <l-onnx-op-hardmax-11>`, :ref:`1 <l-onnx-op-hardmax-1>`
              - :ref:`13/11 <l-onnx-op-hardmax-d11-13>`, :ref:`13/1 <l-onnx-op-hardmax-d1-13>`, :ref:`11/1 <l-onnx-op-hardmax-d1-11>`
            * - :ref:`Identity <l-onnx-doc-Identity>`
              - :ref:`23 <l-onnx-op-identity-23>`, :ref:`21 <l-onnx-op-identity-21>`, :ref:`19 <l-onnx-op-identity-19>`, :ref:`16 <l-onnx-op-identity-16>`, :ref:`14 <l-onnx-op-identity-14>`, :ref:`13 <l-onnx-op-identity-13>`, :ref:`1 <l-onnx-op-identity-1>`
              - :ref:`23/21 <l-onnx-op-identity-d21-23>`, :ref:`23/19 <l-onnx-op-identity-d19-23>`, :ref:`21/19 <l-onnx-op-identity-d19-21>`, :ref:`23/16 <l-onnx-op-identity-d16-23>`, :ref:`21/16 <l-onnx-op-identity-d16-21>`, :ref:`19/16 <l-onnx-op-identity-d16-19>`, :ref:`23/14 <l-onnx-op-identity-d14-23>`, :ref:`21/14 <l-onnx-op-identity-d14-21>`, :ref:`19/14 <l-onnx-op-identity-d14-19>`, :ref:`16/14 <l-onnx-op-identity-d14-16>`, :ref:`23/13 <l-onnx-op-identity-d13-23>`, :ref:`21/13 <l-onnx-op-identity-d13-21>`, :ref:`19/13 <l-onnx-op-identity-d13-19>`, :ref:`16/13 <l-onnx-op-identity-d13-16>`, :ref:`14/13 <l-onnx-op-identity-d13-14>`, :ref:`23/1 <l-onnx-op-identity-d1-23>`, :ref:`21/1 <l-onnx-op-identity-d1-21>`, :ref:`19/1 <l-onnx-op-identity-d1-19>`, :ref:`16/1 <l-onnx-op-identity-d1-16>`, :ref:`14/1 <l-onnx-op-identity-d1-14>`, :ref:`13/1 <l-onnx-op-identity-d1-13>`
            * - :ref:`If <l-onnx-doc-If>`
              - :ref:`23 <l-onnx-op-if-23>`, :ref:`21 <l-onnx-op-if-21>`, :ref:`19 <l-onnx-op-if-19>`, :ref:`16 <l-onnx-op-if-16>`, :ref:`13 <l-onnx-op-if-13>`, :ref:`11 <l-onnx-op-if-11>`, :ref:`1 <l-onnx-op-if-1>`
              - :ref:`23/21 <l-onnx-op-if-d21-23>`, :ref:`23/19 <l-onnx-op-if-d19-23>`, :ref:`21/19 <l-onnx-op-if-d19-21>`, :ref:`23/16 <l-onnx-op-if-d16-23>`, :ref:`21/16 <l-onnx-op-if-d16-21>`, :ref:`19/16 <l-onnx-op-if-d16-19>`, :ref:`23/13 <l-onnx-op-if-d13-23>`, :ref:`21/13 <l-onnx-op-if-d13-21>`, :ref:`19/13 <l-onnx-op-if-d13-19>`, :ref:`16/13 <l-onnx-op-if-d13-16>`, :ref:`23/11 <l-onnx-op-if-d11-23>`, :ref:`21/11 <l-onnx-op-if-d11-21>`, :ref:`19/11 <l-onnx-op-if-d11-19>`, :ref:`16/11 <l-onnx-op-if-d11-16>`, :ref:`13/11 <l-onnx-op-if-d11-13>`, :ref:`23/1 <l-onnx-op-if-d1-23>`, :ref:`21/1 <l-onnx-op-if-d1-21>`, :ref:`19/1 <l-onnx-op-if-d1-19>`, :ref:`16/1 <l-onnx-op-if-d1-16>`, :ref:`13/1 <l-onnx-op-if-d1-13>`, :ref:`11/1 <l-onnx-op-if-d1-11>`
            * - :ref:`ImageDecoder <l-onnx-doc-ImageDecoder>`
              - :ref:`20 <l-onnx-op-imagedecoder-20>`
              - 
            * - :ref:`InstanceNormalization <l-onnx-doc-InstanceNormalization>`
              - :ref:`22 <l-onnx-op-instancenormalization-22>`, :ref:`6 <l-onnx-op-instancenormalization-6>`, :ref:`1 <l-onnx-op-instancenormalization-1>`
              - :ref:`22/6 <l-onnx-op-instancenormalization-d6-22>`, :ref:`22/1 <l-onnx-op-instancenormalization-d1-22>`, :ref:`6/1 <l-onnx-op-instancenormalization-d1-6>`
            * - :ref:`IsInf <l-onnx-doc-IsInf>`
              - :ref:`20 <l-onnx-op-isinf-20>`, :ref:`10 <l-onnx-op-isinf-10>`
              - :ref:`20/10 <l-onnx-op-isinf-d10-20>`
            * - :ref:`IsNaN <l-onnx-doc-IsNaN>`
              - :ref:`20 <l-onnx-op-isnan-20>`, :ref:`13 <l-onnx-op-isnan-13>`, :ref:`9 <l-onnx-op-isnan-9>`
              - :ref:`20/13 <l-onnx-op-isnan-d13-20>`, :ref:`20/9 <l-onnx-op-isnan-d9-20>`, :ref:`13/9 <l-onnx-op-isnan-d9-13>`
            * - :ref:`LRN <l-onnx-doc-LRN>`
              - :ref:`13 <l-onnx-op-lrn-13>`, :ref:`1 <l-onnx-op-lrn-1>`
              - :ref:`13/1 <l-onnx-op-lrn-d1-13>`
            * - :ref:`LSTM <l-onnx-doc-LSTM>`
              - :ref:`22 <l-onnx-op-lstm-22>`, :ref:`14 <l-onnx-op-lstm-14>`, :ref:`7 <l-onnx-op-lstm-7>`, :ref:`1 <l-onnx-op-lstm-1>`
              - :ref:`22/14 <l-onnx-op-lstm-d14-22>`, :ref:`22/7 <l-onnx-op-lstm-d7-22>`, :ref:`14/7 <l-onnx-op-lstm-d7-14>`, :ref:`22/1 <l-onnx-op-lstm-d1-22>`, :ref:`14/1 <l-onnx-op-lstm-d1-14>`, :ref:`7/1 <l-onnx-op-lstm-d1-7>`
            * - :ref:`LayerNormalization <l-onnx-doc-LayerNormalization>`
              - :ref:`17 <l-onnx-op-layernormalization-17>`
              - 
            * - :ref:`LeakyRelu <l-onnx-doc-LeakyRelu>`
              - :ref:`16 <l-onnx-op-leakyrelu-16>`, :ref:`6 <l-onnx-op-leakyrelu-6>`, :ref:`1 <l-onnx-op-leakyrelu-1>`
              - :ref:`16/6 <l-onnx-op-leakyrelu-d6-16>`, :ref:`16/1 <l-onnx-op-leakyrelu-d1-16>`, :ref:`6/1 <l-onnx-op-leakyrelu-d1-6>`
            * - :ref:`Less <l-onnx-doc-Less>`
              - :ref:`13 <l-onnx-op-less-13>`, :ref:`9 <l-onnx-op-less-9>`, :ref:`7 <l-onnx-op-less-7>`, :ref:`1 <l-onnx-op-less-1>`
              - :ref:`13/9 <l-onnx-op-less-d9-13>`, :ref:`13/7 <l-onnx-op-less-d7-13>`, :ref:`9/7 <l-onnx-op-less-d7-9>`, :ref:`13/1 <l-onnx-op-less-d1-13>`, :ref:`9/1 <l-onnx-op-less-d1-9>`, :ref:`7/1 <l-onnx-op-less-d1-7>`
            * - :ref:`LessOrEqual <l-onnx-doc-LessOrEqual>`
              - :ref:`16 <l-onnx-op-lessorequal-16>`, :ref:`12 <l-onnx-op-lessorequal-12>`
              - :ref:`16/12 <l-onnx-op-lessorequal-d12-16>`
            * - :ref:`Log <l-onnx-doc-Log>`
              - :ref:`13 <l-onnx-op-log-13>`, :ref:`6 <l-onnx-op-log-6>`, :ref:`1 <l-onnx-op-log-1>`
              - :ref:`13/6 <l-onnx-op-log-d6-13>`, :ref:`13/1 <l-onnx-op-log-d1-13>`, :ref:`6/1 <l-onnx-op-log-d1-6>`
            * - :ref:`LogSoftmax <l-onnx-doc-LogSoftmax>`
              - :ref:`13 <l-onnx-op-logsoftmax-13>`, :ref:`11 <l-onnx-op-logsoftmax-11>`, :ref:`1 <l-onnx-op-logsoftmax-1>`
              - :ref:`13/11 <l-onnx-op-logsoftmax-d11-13>`, :ref:`13/1 <l-onnx-op-logsoftmax-d1-13>`, :ref:`11/1 <l-onnx-op-logsoftmax-d1-11>`
            * - :ref:`Loop <l-onnx-doc-Loop>`
              - :ref:`23 <l-onnx-op-loop-23>`, :ref:`21 <l-onnx-op-loop-21>`, :ref:`19 <l-onnx-op-loop-19>`, :ref:`16 <l-onnx-op-loop-16>`, :ref:`13 <l-onnx-op-loop-13>`, :ref:`11 <l-onnx-op-loop-11>`, :ref:`1 <l-onnx-op-loop-1>`
              - :ref:`23/21 <l-onnx-op-loop-d21-23>`, :ref:`23/19 <l-onnx-op-loop-d19-23>`, :ref:`21/19 <l-onnx-op-loop-d19-21>`, :ref:`23/16 <l-onnx-op-loop-d16-23>`, :ref:`21/16 <l-onnx-op-loop-d16-21>`, :ref:`19/16 <l-onnx-op-loop-d16-19>`, :ref:`23/13 <l-onnx-op-loop-d13-23>`, :ref:`21/13 <l-onnx-op-loop-d13-21>`, :ref:`19/13 <l-onnx-op-loop-d13-19>`, :ref:`16/13 <l-onnx-op-loop-d13-16>`, :ref:`23/11 <l-onnx-op-loop-d11-23>`, :ref:`21/11 <l-onnx-op-loop-d11-21>`, :ref:`19/11 <l-onnx-op-loop-d11-19>`, :ref:`16/11 <l-onnx-op-loop-d11-16>`, :ref:`13/11 <l-onnx-op-loop-d11-13>`, :ref:`23/1 <l-onnx-op-loop-d1-23>`, :ref:`21/1 <l-onnx-op-loop-d1-21>`, :ref:`19/1 <l-onnx-op-loop-d1-19>`, :ref:`16/1 <l-onnx-op-loop-d1-16>`, :ref:`13/1 <l-onnx-op-loop-d1-13>`, :ref:`11/1 <l-onnx-op-loop-d1-11>`
            * - :ref:`LpNormalization <l-onnx-doc-LpNormalization>`
              - :ref:`22 <l-onnx-op-lpnormalization-22>`, :ref:`1 <l-onnx-op-lpnormalization-1>`
              - :ref:`22/1 <l-onnx-op-lpnormalization-d1-22>`
            * - :ref:`LpPool <l-onnx-doc-LpPool>`
              - :ref:`22 <l-onnx-op-lppool-22>`, :ref:`18 <l-onnx-op-lppool-18>`, :ref:`11 <l-onnx-op-lppool-11>`, :ref:`2 <l-onnx-op-lppool-2>`, :ref:`1 <l-onnx-op-lppool-1>`
              - :ref:`22/18 <l-onnx-op-lppool-d18-22>`, :ref:`22/11 <l-onnx-op-lppool-d11-22>`, :ref:`18/11 <l-onnx-op-lppool-d11-18>`, :ref:`22/2 <l-onnx-op-lppool-d2-22>`, :ref:`18/2 <l-onnx-op-lppool-d2-18>`, :ref:`11/2 <l-onnx-op-lppool-d2-11>`, :ref:`22/1 <l-onnx-op-lppool-d1-22>`, :ref:`18/1 <l-onnx-op-lppool-d1-18>`, :ref:`11/1 <l-onnx-op-lppool-d1-11>`, :ref:`2/1 <l-onnx-op-lppool-d1-2>`
            * - :ref:`MatMul <l-onnx-doc-MatMul>`
              - :ref:`13 <l-onnx-op-matmul-13>`, :ref:`9 <l-onnx-op-matmul-9>`, :ref:`1 <l-onnx-op-matmul-1>`
              - :ref:`13/9 <l-onnx-op-matmul-d9-13>`, :ref:`13/1 <l-onnx-op-matmul-d1-13>`, :ref:`9/1 <l-onnx-op-matmul-d1-9>`
            * - :ref:`MatMulInteger <l-onnx-doc-MatMulInteger>`
              - :ref:`10 <l-onnx-op-matmulinteger-10>`
              - 
            * - :ref:`Max <l-onnx-doc-Max>`
              - :ref:`13 <l-onnx-op-max-13>`, :ref:`12 <l-onnx-op-max-12>`, :ref:`8 <l-onnx-op-max-8>`, :ref:`6 <l-onnx-op-max-6>`, :ref:`1 <l-onnx-op-max-1>`
              - :ref:`13/12 <l-onnx-op-max-d12-13>`, :ref:`13/8 <l-onnx-op-max-d8-13>`, :ref:`12/8 <l-onnx-op-max-d8-12>`, :ref:`13/6 <l-onnx-op-max-d6-13>`, :ref:`12/6 <l-onnx-op-max-d6-12>`, :ref:`8/6 <l-onnx-op-max-d6-8>`, :ref:`13/1 <l-onnx-op-max-d1-13>`, :ref:`12/1 <l-onnx-op-max-d1-12>`, :ref:`8/1 <l-onnx-op-max-d1-8>`, :ref:`6/1 <l-onnx-op-max-d1-6>`
            * - :ref:`MaxPool <l-onnx-doc-MaxPool>`
              - :ref:`22 <l-onnx-op-maxpool-22>`, :ref:`12 <l-onnx-op-maxpool-12>`, :ref:`11 <l-onnx-op-maxpool-11>`, :ref:`10 <l-onnx-op-maxpool-10>`, :ref:`8 <l-onnx-op-maxpool-8>`, :ref:`1 <l-onnx-op-maxpool-1>`
              - :ref:`22/12 <l-onnx-op-maxpool-d12-22>`, :ref:`22/11 <l-onnx-op-maxpool-d11-22>`, :ref:`12/11 <l-onnx-op-maxpool-d11-12>`, :ref:`22/10 <l-onnx-op-maxpool-d10-22>`, :ref:`12/10 <l-onnx-op-maxpool-d10-12>`, :ref:`11/10 <l-onnx-op-maxpool-d10-11>`, :ref:`22/8 <l-onnx-op-maxpool-d8-22>`, :ref:`12/8 <l-onnx-op-maxpool-d8-12>`, :ref:`11/8 <l-onnx-op-maxpool-d8-11>`, :ref:`10/8 <l-onnx-op-maxpool-d8-10>`, :ref:`22/1 <l-onnx-op-maxpool-d1-22>`, :ref:`12/1 <l-onnx-op-maxpool-d1-12>`, :ref:`11/1 <l-onnx-op-maxpool-d1-11>`, :ref:`10/1 <l-onnx-op-maxpool-d1-10>`, :ref:`8/1 <l-onnx-op-maxpool-d1-8>`
            * - :ref:`MaxRoiPool <l-onnx-doc-MaxRoiPool>`
              - :ref:`22 <l-onnx-op-maxroipool-22>`, :ref:`1 <l-onnx-op-maxroipool-1>`
              - :ref:`22/1 <l-onnx-op-maxroipool-d1-22>`
            * - :ref:`MaxUnpool <l-onnx-doc-MaxUnpool>`
              - :ref:`22 <l-onnx-op-maxunpool-22>`, :ref:`11 <l-onnx-op-maxunpool-11>`, :ref:`9 <l-onnx-op-maxunpool-9>`
              - :ref:`22/11 <l-onnx-op-maxunpool-d11-22>`, :ref:`22/9 <l-onnx-op-maxunpool-d9-22>`, :ref:`11/9 <l-onnx-op-maxunpool-d9-11>`
            * - :ref:`Mean <l-onnx-doc-Mean>`
              - :ref:`13 <l-onnx-op-mean-13>`, :ref:`8 <l-onnx-op-mean-8>`, :ref:`6 <l-onnx-op-mean-6>`, :ref:`1 <l-onnx-op-mean-1>`
              - :ref:`13/8 <l-onnx-op-mean-d8-13>`, :ref:`13/6 <l-onnx-op-mean-d6-13>`, :ref:`8/6 <l-onnx-op-mean-d6-8>`, :ref:`13/1 <l-onnx-op-mean-d1-13>`, :ref:`8/1 <l-onnx-op-mean-d1-8>`, :ref:`6/1 <l-onnx-op-mean-d1-6>`
            * - :ref:`MeanVarianceNormalization <l-onnx-doc-MeanVarianceNormalization>`
              - :ref:`13 <l-onnx-op-meanvariancenormalization-13>`, :ref:`9 <l-onnx-op-meanvariancenormalization-9>`
              - :ref:`13/9 <l-onnx-op-meanvariancenormalization-d9-13>`
            * - :ref:`MelWeightMatrix <l-onnx-doc-MelWeightMatrix>`
              - :ref:`17 <l-onnx-op-melweightmatrix-17>`
              - 
            * - :ref:`Min <l-onnx-doc-Min>`
              - :ref:`13 <l-onnx-op-min-13>`, :ref:`12 <l-onnx-op-min-12>`, :ref:`8 <l-onnx-op-min-8>`, :ref:`6 <l-onnx-op-min-6>`, :ref:`1 <l-onnx-op-min-1>`
              - :ref:`13/12 <l-onnx-op-min-d12-13>`, :ref:`13/8 <l-onnx-op-min-d8-13>`, :ref:`12/8 <l-onnx-op-min-d8-12>`, :ref:`13/6 <l-onnx-op-min-d6-13>`, :ref:`12/6 <l-onnx-op-min-d6-12>`, :ref:`8/6 <l-onnx-op-min-d6-8>`, :ref:`13/1 <l-onnx-op-min-d1-13>`, :ref:`12/1 <l-onnx-op-min-d1-12>`, :ref:`8/1 <l-onnx-op-min-d1-8>`, :ref:`6/1 <l-onnx-op-min-d1-6>`
            * - :ref:`Mish <l-onnx-doc-Mish>`
              - :ref:`22 <l-onnx-op-mish-22>`, :ref:`18 <l-onnx-op-mish-18>`
              - :ref:`22/18 <l-onnx-op-mish-d18-22>`
            * - :ref:`Mod <l-onnx-doc-Mod>`
              - :ref:`13 <l-onnx-op-mod-13>`, :ref:`10 <l-onnx-op-mod-10>`
              - :ref:`13/10 <l-onnx-op-mod-d10-13>`
            * - :ref:`Mul <l-onnx-doc-Mul>`
              - :ref:`14 <l-onnx-op-mul-14>`, :ref:`13 <l-onnx-op-mul-13>`, :ref:`7 <l-onnx-op-mul-7>`, :ref:`6 <l-onnx-op-mul-6>`, :ref:`1 <l-onnx-op-mul-1>`
              - :ref:`14/13 <l-onnx-op-mul-d13-14>`, :ref:`14/7 <l-onnx-op-mul-d7-14>`, :ref:`13/7 <l-onnx-op-mul-d7-13>`, :ref:`14/6 <l-onnx-op-mul-d6-14>`, :ref:`13/6 <l-onnx-op-mul-d6-13>`, :ref:`7/6 <l-onnx-op-mul-d6-7>`, :ref:`14/1 <l-onnx-op-mul-d1-14>`, :ref:`13/1 <l-onnx-op-mul-d1-13>`, :ref:`7/1 <l-onnx-op-mul-d1-7>`, :ref:`6/1 <l-onnx-op-mul-d1-6>`
            * - :ref:`Multinomial <l-onnx-doc-Multinomial>`
              - :ref:`22 <l-onnx-op-multinomial-22>`, :ref:`7 <l-onnx-op-multinomial-7>`
              - :ref:`22/7 <l-onnx-op-multinomial-d7-22>`
            * - :ref:`Neg <l-onnx-doc-Neg>`
              - :ref:`13 <l-onnx-op-neg-13>`, :ref:`6 <l-onnx-op-neg-6>`, :ref:`1 <l-onnx-op-neg-1>`
              - :ref:`13/6 <l-onnx-op-neg-d6-13>`, :ref:`13/1 <l-onnx-op-neg-d1-13>`, :ref:`6/1 <l-onnx-op-neg-d1-6>`
            * - :ref:`NegativeLogLikelihoodLoss <l-onnx-doc-NegativeLogLikelihoodLoss>`
              - :ref:`22 <l-onnx-op-negativeloglikelihoodloss-22>`, :ref:`13 <l-onnx-op-negativeloglikelihoodloss-13>`, :ref:`12 <l-onnx-op-negativeloglikelihoodloss-12>`
              - :ref:`22/13 <l-onnx-op-negativeloglikelihoodloss-d13-22>`, :ref:`22/12 <l-onnx-op-negativeloglikelihoodloss-d12-22>`, :ref:`13/12 <l-onnx-op-negativeloglikelihoodloss-d12-13>`
            * - :ref:`NonMaxSuppression <l-onnx-doc-NonMaxSuppression>`
              - :ref:`11 <l-onnx-op-nonmaxsuppression-11>`, :ref:`10 <l-onnx-op-nonmaxsuppression-10>`
              - :ref:`11/10 <l-onnx-op-nonmaxsuppression-d10-11>`
            * - :ref:`NonZero <l-onnx-doc-NonZero>`
              - :ref:`13 <l-onnx-op-nonzero-13>`, :ref:`9 <l-onnx-op-nonzero-9>`
              - :ref:`13/9 <l-onnx-op-nonzero-d9-13>`
            * - :ref:`Not <l-onnx-doc-Not>`
              - :ref:`1 <l-onnx-op-not-1>`
              - 
            * - :ref:`OneHot <l-onnx-doc-OneHot>`
              - :ref:`11 <l-onnx-op-onehot-11>`, :ref:`9 <l-onnx-op-onehot-9>`
              - :ref:`11/9 <l-onnx-op-onehot-d9-11>`
            * - :ref:`Optional <l-onnx-doc-Optional>`
              - :ref:`15 <l-onnx-op-optional-15>`
              - 
            * - :ref:`OptionalGetElement <l-onnx-doc-OptionalGetElement>`
              - :ref:`18 <l-onnx-op-optionalgetelement-18>`, :ref:`15 <l-onnx-op-optionalgetelement-15>`
              - :ref:`18/15 <l-onnx-op-optionalgetelement-d15-18>`
            * - :ref:`OptionalHasElement <l-onnx-doc-OptionalHasElement>`
              - :ref:`18 <l-onnx-op-optionalhaselement-18>`, :ref:`15 <l-onnx-op-optionalhaselement-15>`
              - :ref:`18/15 <l-onnx-op-optionalhaselement-d15-18>`
            * - :ref:`Or <l-onnx-doc-Or>`
              - :ref:`7 <l-onnx-op-or-7>`, :ref:`1 <l-onnx-op-or-1>`
              - :ref:`7/1 <l-onnx-op-or-d1-7>`
            * - :ref:`PRelu <l-onnx-doc-PRelu>`
              - :ref:`16 <l-onnx-op-prelu-16>`, :ref:`9 <l-onnx-op-prelu-9>`, :ref:`7 <l-onnx-op-prelu-7>`, :ref:`6 <l-onnx-op-prelu-6>`, :ref:`1 <l-onnx-op-prelu-1>`
              - :ref:`16/9 <l-onnx-op-prelu-d9-16>`, :ref:`16/7 <l-onnx-op-prelu-d7-16>`, :ref:`9/7 <l-onnx-op-prelu-d7-9>`, :ref:`16/6 <l-onnx-op-prelu-d6-16>`, :ref:`9/6 <l-onnx-op-prelu-d6-9>`, :ref:`7/6 <l-onnx-op-prelu-d6-7>`, :ref:`16/1 <l-onnx-op-prelu-d1-16>`, :ref:`9/1 <l-onnx-op-prelu-d1-9>`, :ref:`7/1 <l-onnx-op-prelu-d1-7>`, :ref:`6/1 <l-onnx-op-prelu-d1-6>`
            * - :ref:`Pad <l-onnx-doc-Pad>`
              - :ref:`23 <l-onnx-op-pad-23>`, :ref:`21 <l-onnx-op-pad-21>`, :ref:`19 <l-onnx-op-pad-19>`, :ref:`18 <l-onnx-op-pad-18>`, :ref:`13 <l-onnx-op-pad-13>`, :ref:`11 <l-onnx-op-pad-11>`, :ref:`2 <l-onnx-op-pad-2>`, :ref:`1 <l-onnx-op-pad-1>`
              - :ref:`23/21 <l-onnx-op-pad-d21-23>`, :ref:`23/19 <l-onnx-op-pad-d19-23>`, :ref:`21/19 <l-onnx-op-pad-d19-21>`, :ref:`23/18 <l-onnx-op-pad-d18-23>`, :ref:`21/18 <l-onnx-op-pad-d18-21>`, :ref:`19/18 <l-onnx-op-pad-d18-19>`, :ref:`23/13 <l-onnx-op-pad-d13-23>`, :ref:`21/13 <l-onnx-op-pad-d13-21>`, :ref:`19/13 <l-onnx-op-pad-d13-19>`, :ref:`18/13 <l-onnx-op-pad-d13-18>`, :ref:`23/11 <l-onnx-op-pad-d11-23>`, :ref:`21/11 <l-onnx-op-pad-d11-21>`, :ref:`19/11 <l-onnx-op-pad-d11-19>`, :ref:`18/11 <l-onnx-op-pad-d11-18>`, :ref:`13/11 <l-onnx-op-pad-d11-13>`, :ref:`23/2 <l-onnx-op-pad-d2-23>`, :ref:`21/2 <l-onnx-op-pad-d2-21>`, :ref:`19/2 <l-onnx-op-pad-d2-19>`, :ref:`18/2 <l-onnx-op-pad-d2-18>`, :ref:`13/2 <l-onnx-op-pad-d2-13>`, :ref:`11/2 <l-onnx-op-pad-d2-11>`, :ref:`23/1 <l-onnx-op-pad-d1-23>`, :ref:`21/1 <l-onnx-op-pad-d1-21>`, :ref:`19/1 <l-onnx-op-pad-d1-19>`, :ref:`18/1 <l-onnx-op-pad-d1-18>`, :ref:`13/1 <l-onnx-op-pad-d1-13>`, :ref:`11/1 <l-onnx-op-pad-d1-11>`, :ref:`2/1 <l-onnx-op-pad-d1-2>`
            * - :ref:`Pow <l-onnx-doc-Pow>`
              - :ref:`15 <l-onnx-op-pow-15>`, :ref:`13 <l-onnx-op-pow-13>`, :ref:`12 <l-onnx-op-pow-12>`, :ref:`7 <l-onnx-op-pow-7>`, :ref:`1 <l-onnx-op-pow-1>`
              - :ref:`15/13 <l-onnx-op-pow-d13-15>`, :ref:`15/12 <l-onnx-op-pow-d12-15>`, :ref:`13/12 <l-onnx-op-pow-d12-13>`, :ref:`15/7 <l-onnx-op-pow-d7-15>`, :ref:`13/7 <l-onnx-op-pow-d7-13>`, :ref:`12/7 <l-onnx-op-pow-d7-12>`, :ref:`15/1 <l-onnx-op-pow-d1-15>`, :ref:`13/1 <l-onnx-op-pow-d1-13>`, :ref:`12/1 <l-onnx-op-pow-d1-12>`, :ref:`7/1 <l-onnx-op-pow-d1-7>`
            * - :ref:`QLinearConv <l-onnx-doc-QLinearConv>`
              - :ref:`10 <l-onnx-op-qlinearconv-10>`
              - 
            * - :ref:`QLinearMatMul <l-onnx-doc-QLinearMatMul>`
              - :ref:`21 <l-onnx-op-qlinearmatmul-21>`, :ref:`10 <l-onnx-op-qlinearmatmul-10>`
              - :ref:`21/10 <l-onnx-op-qlinearmatmul-d10-21>`
            * - :ref:`QuantizeLinear <l-onnx-doc-QuantizeLinear>`
              - :ref:`23 <l-onnx-op-quantizelinear-23>`, :ref:`21 <l-onnx-op-quantizelinear-21>`, :ref:`19 <l-onnx-op-quantizelinear-19>`, :ref:`13 <l-onnx-op-quantizelinear-13>`, :ref:`10 <l-onnx-op-quantizelinear-10>`
              - :ref:`23/21 <l-onnx-op-quantizelinear-d21-23>`, :ref:`23/19 <l-onnx-op-quantizelinear-d19-23>`, :ref:`21/19 <l-onnx-op-quantizelinear-d19-21>`, :ref:`23/13 <l-onnx-op-quantizelinear-d13-23>`, :ref:`21/13 <l-onnx-op-quantizelinear-d13-21>`, :ref:`19/13 <l-onnx-op-quantizelinear-d13-19>`, :ref:`23/10 <l-onnx-op-quantizelinear-d10-23>`, :ref:`21/10 <l-onnx-op-quantizelinear-d10-21>`, :ref:`19/10 <l-onnx-op-quantizelinear-d10-19>`, :ref:`13/10 <l-onnx-op-quantizelinear-d10-13>`
            * - :ref:`RNN <l-onnx-doc-RNN>`
              - :ref:`22 <l-onnx-op-rnn-22>`, :ref:`14 <l-onnx-op-rnn-14>`, :ref:`7 <l-onnx-op-rnn-7>`, :ref:`1 <l-onnx-op-rnn-1>`
              - :ref:`22/14 <l-onnx-op-rnn-d14-22>`, :ref:`22/7 <l-onnx-op-rnn-d7-22>`, :ref:`14/7 <l-onnx-op-rnn-d7-14>`, :ref:`22/1 <l-onnx-op-rnn-d1-22>`, :ref:`14/1 <l-onnx-op-rnn-d1-14>`, :ref:`7/1 <l-onnx-op-rnn-d1-7>`
            * - :ref:`RandomNormal <l-onnx-doc-RandomNormal>`
              - :ref:`22 <l-onnx-op-randomnormal-22>`, :ref:`1 <l-onnx-op-randomnormal-1>`
              - :ref:`22/1 <l-onnx-op-randomnormal-d1-22>`
            * - :ref:`RandomNormalLike <l-onnx-doc-RandomNormalLike>`
              - :ref:`22 <l-onnx-op-randomnormallike-22>`, :ref:`1 <l-onnx-op-randomnormallike-1>`
              - :ref:`22/1 <l-onnx-op-randomnormallike-d1-22>`
            * - :ref:`RandomUniform <l-onnx-doc-RandomUniform>`
              - :ref:`22 <l-onnx-op-randomuniform-22>`, :ref:`1 <l-onnx-op-randomuniform-1>`
              - :ref:`22/1 <l-onnx-op-randomuniform-d1-22>`
            * - :ref:`RandomUniformLike <l-onnx-doc-RandomUniformLike>`
              - :ref:`22 <l-onnx-op-randomuniformlike-22>`, :ref:`1 <l-onnx-op-randomuniformlike-1>`
              - :ref:`22/1 <l-onnx-op-randomuniformlike-d1-22>`
            * - :ref:`Range <l-onnx-doc-Range>`
              - :ref:`11 <l-onnx-op-range-11>`
              - 
            * - :ref:`Reciprocal <l-onnx-doc-Reciprocal>`
              - :ref:`13 <l-onnx-op-reciprocal-13>`, :ref:`6 <l-onnx-op-reciprocal-6>`, :ref:`1 <l-onnx-op-reciprocal-1>`
              - :ref:`13/6 <l-onnx-op-reciprocal-d6-13>`, :ref:`13/1 <l-onnx-op-reciprocal-d1-13>`, :ref:`6/1 <l-onnx-op-reciprocal-d1-6>`
            * - :ref:`ReduceL1 <l-onnx-doc-ReduceL1>`
              - :ref:`18 <l-onnx-op-reducel1-18>`, :ref:`13 <l-onnx-op-reducel1-13>`, :ref:`11 <l-onnx-op-reducel1-11>`, :ref:`1 <l-onnx-op-reducel1-1>`
              - :ref:`18/13 <l-onnx-op-reducel1-d13-18>`, :ref:`18/11 <l-onnx-op-reducel1-d11-18>`, :ref:`13/11 <l-onnx-op-reducel1-d11-13>`, :ref:`18/1 <l-onnx-op-reducel1-d1-18>`, :ref:`13/1 <l-onnx-op-reducel1-d1-13>`, :ref:`11/1 <l-onnx-op-reducel1-d1-11>`
            * - :ref:`ReduceL2 <l-onnx-doc-ReduceL2>`
              - :ref:`18 <l-onnx-op-reducel2-18>`, :ref:`13 <l-onnx-op-reducel2-13>`, :ref:`11 <l-onnx-op-reducel2-11>`, :ref:`1 <l-onnx-op-reducel2-1>`
              - :ref:`18/13 <l-onnx-op-reducel2-d13-18>`, :ref:`18/11 <l-onnx-op-reducel2-d11-18>`, :ref:`13/11 <l-onnx-op-reducel2-d11-13>`, :ref:`18/1 <l-onnx-op-reducel2-d1-18>`, :ref:`13/1 <l-onnx-op-reducel2-d1-13>`, :ref:`11/1 <l-onnx-op-reducel2-d1-11>`
            * - :ref:`ReduceLogSum <l-onnx-doc-ReduceLogSum>`
              - :ref:`18 <l-onnx-op-reducelogsum-18>`, :ref:`13 <l-onnx-op-reducelogsum-13>`, :ref:`11 <l-onnx-op-reducelogsum-11>`, :ref:`1 <l-onnx-op-reducelogsum-1>`
              - :ref:`18/13 <l-onnx-op-reducelogsum-d13-18>`, :ref:`18/11 <l-onnx-op-reducelogsum-d11-18>`, :ref:`13/11 <l-onnx-op-reducelogsum-d11-13>`, :ref:`18/1 <l-onnx-op-reducelogsum-d1-18>`, :ref:`13/1 <l-onnx-op-reducelogsum-d1-13>`, :ref:`11/1 <l-onnx-op-reducelogsum-d1-11>`
            * - :ref:`ReduceLogSumExp <l-onnx-doc-ReduceLogSumExp>`
              - :ref:`18 <l-onnx-op-reducelogsumexp-18>`, :ref:`13 <l-onnx-op-reducelogsumexp-13>`, :ref:`11 <l-onnx-op-reducelogsumexp-11>`, :ref:`1 <l-onnx-op-reducelogsumexp-1>`
              - :ref:`18/13 <l-onnx-op-reducelogsumexp-d13-18>`, :ref:`18/11 <l-onnx-op-reducelogsumexp-d11-18>`, :ref:`13/11 <l-onnx-op-reducelogsumexp-d11-13>`, :ref:`18/1 <l-onnx-op-reducelogsumexp-d1-18>`, :ref:`13/1 <l-onnx-op-reducelogsumexp-d1-13>`, :ref:`11/1 <l-onnx-op-reducelogsumexp-d1-11>`
            * - :ref:`ReduceMax <l-onnx-doc-ReduceMax>`
              - :ref:`20 <l-onnx-op-reducemax-20>`, :ref:`18 <l-onnx-op-reducemax-18>`, :ref:`13 <l-onnx-op-reducemax-13>`, :ref:`12 <l-onnx-op-reducemax-12>`, :ref:`11 <l-onnx-op-reducemax-11>`, :ref:`1 <l-onnx-op-reducemax-1>`
              - :ref:`20/18 <l-onnx-op-reducemax-d18-20>`, :ref:`20/13 <l-onnx-op-reducemax-d13-20>`, :ref:`18/13 <l-onnx-op-reducemax-d13-18>`, :ref:`20/12 <l-onnx-op-reducemax-d12-20>`, :ref:`18/12 <l-onnx-op-reducemax-d12-18>`, :ref:`13/12 <l-onnx-op-reducemax-d12-13>`, :ref:`20/11 <l-onnx-op-reducemax-d11-20>`, :ref:`18/11 <l-onnx-op-reducemax-d11-18>`, :ref:`13/11 <l-onnx-op-reducemax-d11-13>`, :ref:`12/11 <l-onnx-op-reducemax-d11-12>`, :ref:`20/1 <l-onnx-op-reducemax-d1-20>`, :ref:`18/1 <l-onnx-op-reducemax-d1-18>`, :ref:`13/1 <l-onnx-op-reducemax-d1-13>`, :ref:`12/1 <l-onnx-op-reducemax-d1-12>`, :ref:`11/1 <l-onnx-op-reducemax-d1-11>`
            * - :ref:`ReduceMean <l-onnx-doc-ReduceMean>`
              - :ref:`18 <l-onnx-op-reducemean-18>`, :ref:`13 <l-onnx-op-reducemean-13>`, :ref:`11 <l-onnx-op-reducemean-11>`, :ref:`1 <l-onnx-op-reducemean-1>`
              - :ref:`18/13 <l-onnx-op-reducemean-d13-18>`, :ref:`18/11 <l-onnx-op-reducemean-d11-18>`, :ref:`13/11 <l-onnx-op-reducemean-d11-13>`, :ref:`18/1 <l-onnx-op-reducemean-d1-18>`, :ref:`13/1 <l-onnx-op-reducemean-d1-13>`, :ref:`11/1 <l-onnx-op-reducemean-d1-11>`
            * - :ref:`ReduceMin <l-onnx-doc-ReduceMin>`
              - :ref:`20 <l-onnx-op-reducemin-20>`, :ref:`18 <l-onnx-op-reducemin-18>`, :ref:`13 <l-onnx-op-reducemin-13>`, :ref:`12 <l-onnx-op-reducemin-12>`, :ref:`11 <l-onnx-op-reducemin-11>`, :ref:`1 <l-onnx-op-reducemin-1>`
              - :ref:`20/18 <l-onnx-op-reducemin-d18-20>`, :ref:`20/13 <l-onnx-op-reducemin-d13-20>`, :ref:`18/13 <l-onnx-op-reducemin-d13-18>`, :ref:`20/12 <l-onnx-op-reducemin-d12-20>`, :ref:`18/12 <l-onnx-op-reducemin-d12-18>`, :ref:`13/12 <l-onnx-op-reducemin-d12-13>`, :ref:`20/11 <l-onnx-op-reducemin-d11-20>`, :ref:`18/11 <l-onnx-op-reducemin-d11-18>`, :ref:`13/11 <l-onnx-op-reducemin-d11-13>`, :ref:`12/11 <l-onnx-op-reducemin-d11-12>`, :ref:`20/1 <l-onnx-op-reducemin-d1-20>`, :ref:`18/1 <l-onnx-op-reducemin-d1-18>`, :ref:`13/1 <l-onnx-op-reducemin-d1-13>`, :ref:`12/1 <l-onnx-op-reducemin-d1-12>`, :ref:`11/1 <l-onnx-op-reducemin-d1-11>`
            * - :ref:`ReduceProd <l-onnx-doc-ReduceProd>`
              - :ref:`18 <l-onnx-op-reduceprod-18>`, :ref:`13 <l-onnx-op-reduceprod-13>`, :ref:`11 <l-onnx-op-reduceprod-11>`, :ref:`1 <l-onnx-op-reduceprod-1>`
              - :ref:`18/13 <l-onnx-op-reduceprod-d13-18>`, :ref:`18/11 <l-onnx-op-reduceprod-d11-18>`, :ref:`13/11 <l-onnx-op-reduceprod-d11-13>`, :ref:`18/1 <l-onnx-op-reduceprod-d1-18>`, :ref:`13/1 <l-onnx-op-reduceprod-d1-13>`, :ref:`11/1 <l-onnx-op-reduceprod-d1-11>`
            * - :ref:`ReduceSum <l-onnx-doc-ReduceSum>`
              - :ref:`13 <l-onnx-op-reducesum-13>`, :ref:`11 <l-onnx-op-reducesum-11>`, :ref:`1 <l-onnx-op-reducesum-1>`
              - :ref:`13/11 <l-onnx-op-reducesum-d11-13>`, :ref:`13/1 <l-onnx-op-reducesum-d1-13>`, :ref:`11/1 <l-onnx-op-reducesum-d1-11>`
            * - :ref:`ReduceSumSquare <l-onnx-doc-ReduceSumSquare>`
              - :ref:`18 <l-onnx-op-reducesumsquare-18>`, :ref:`13 <l-onnx-op-reducesumsquare-13>`, :ref:`11 <l-onnx-op-reducesumsquare-11>`, :ref:`1 <l-onnx-op-reducesumsquare-1>`
              - :ref:`18/13 <l-onnx-op-reducesumsquare-d13-18>`, :ref:`18/11 <l-onnx-op-reducesumsquare-d11-18>`, :ref:`13/11 <l-onnx-op-reducesumsquare-d11-13>`, :ref:`18/1 <l-onnx-op-reducesumsquare-d1-18>`, :ref:`13/1 <l-onnx-op-reducesumsquare-d1-13>`, :ref:`11/1 <l-onnx-op-reducesumsquare-d1-11>`
            * - :ref:`RegexFullMatch <l-onnx-doc-RegexFullMatch>`
              - :ref:`20 <l-onnx-op-regexfullmatch-20>`
              - 
            * - :ref:`Relu <l-onnx-doc-Relu>`
              - :ref:`14 <l-onnx-op-relu-14>`, :ref:`13 <l-onnx-op-relu-13>`, :ref:`6 <l-onnx-op-relu-6>`, :ref:`1 <l-onnx-op-relu-1>`
              - :ref:`14/13 <l-onnx-op-relu-d13-14>`, :ref:`14/6 <l-onnx-op-relu-d6-14>`, :ref:`13/6 <l-onnx-op-relu-d6-13>`, :ref:`14/1 <l-onnx-op-relu-d1-14>`, :ref:`13/1 <l-onnx-op-relu-d1-13>`, :ref:`6/1 <l-onnx-op-relu-d1-6>`
            * - :ref:`Reshape <l-onnx-doc-Reshape>`
              - :ref:`23 <l-onnx-op-reshape-23>`, :ref:`21 <l-onnx-op-reshape-21>`, :ref:`19 <l-onnx-op-reshape-19>`, :ref:`14 <l-onnx-op-reshape-14>`, :ref:`13 <l-onnx-op-reshape-13>`, :ref:`5 <l-onnx-op-reshape-5>`, :ref:`1 <l-onnx-op-reshape-1>`
              - :ref:`23/21 <l-onnx-op-reshape-d21-23>`, :ref:`23/19 <l-onnx-op-reshape-d19-23>`, :ref:`21/19 <l-onnx-op-reshape-d19-21>`, :ref:`23/14 <l-onnx-op-reshape-d14-23>`, :ref:`21/14 <l-onnx-op-reshape-d14-21>`, :ref:`19/14 <l-onnx-op-reshape-d14-19>`, :ref:`23/13 <l-onnx-op-reshape-d13-23>`, :ref:`21/13 <l-onnx-op-reshape-d13-21>`, :ref:`19/13 <l-onnx-op-reshape-d13-19>`, :ref:`14/13 <l-onnx-op-reshape-d13-14>`, :ref:`23/5 <l-onnx-op-reshape-d5-23>`, :ref:`21/5 <l-onnx-op-reshape-d5-21>`, :ref:`19/5 <l-onnx-op-reshape-d5-19>`, :ref:`14/5 <l-onnx-op-reshape-d5-14>`, :ref:`13/5 <l-onnx-op-reshape-d5-13>`, :ref:`23/1 <l-onnx-op-reshape-d1-23>`, :ref:`21/1 <l-onnx-op-reshape-d1-21>`, :ref:`19/1 <l-onnx-op-reshape-d1-19>`, :ref:`14/1 <l-onnx-op-reshape-d1-14>`, :ref:`13/1 <l-onnx-op-reshape-d1-13>`, :ref:`5/1 <l-onnx-op-reshape-d1-5>`
            * - :ref:`Resize <l-onnx-doc-Resize>`
              - :ref:`19 <l-onnx-op-resize-19>`, :ref:`18 <l-onnx-op-resize-18>`, :ref:`13 <l-onnx-op-resize-13>`, :ref:`11 <l-onnx-op-resize-11>`, :ref:`10 <l-onnx-op-resize-10>`
              - :ref:`19/18 <l-onnx-op-resize-d18-19>`, :ref:`19/13 <l-onnx-op-resize-d13-19>`, :ref:`18/13 <l-onnx-op-resize-d13-18>`, :ref:`19/11 <l-onnx-op-resize-d11-19>`, :ref:`18/11 <l-onnx-op-resize-d11-18>`, :ref:`13/11 <l-onnx-op-resize-d11-13>`, :ref:`19/10 <l-onnx-op-resize-d10-19>`, :ref:`18/10 <l-onnx-op-resize-d10-18>`, :ref:`13/10 <l-onnx-op-resize-d10-13>`, :ref:`11/10 <l-onnx-op-resize-d10-11>`
            * - :ref:`ReverseSequence <l-onnx-doc-ReverseSequence>`
              - :ref:`10 <l-onnx-op-reversesequence-10>`
              - 
            * - :ref:`RoiAlign <l-onnx-doc-RoiAlign>`
              - :ref:`22 <l-onnx-op-roialign-22>`, :ref:`16 <l-onnx-op-roialign-16>`, :ref:`10 <l-onnx-op-roialign-10>`
              - :ref:`22/16 <l-onnx-op-roialign-d16-22>`, :ref:`22/10 <l-onnx-op-roialign-d10-22>`, :ref:`16/10 <l-onnx-op-roialign-d10-16>`
            * - :ref:`Round <l-onnx-doc-Round>`
              - :ref:`22 <l-onnx-op-round-22>`, :ref:`11 <l-onnx-op-round-11>`
              - :ref:`22/11 <l-onnx-op-round-d11-22>`
            * - :ref:`STFT <l-onnx-doc-STFT>`
              - :ref:`17 <l-onnx-op-stft-17>`
              - 
            * - :ref:`Scan <l-onnx-doc-Scan>`
              - :ref:`23 <l-onnx-op-scan-23>`, :ref:`21 <l-onnx-op-scan-21>`, :ref:`19 <l-onnx-op-scan-19>`, :ref:`16 <l-onnx-op-scan-16>`, :ref:`11 <l-onnx-op-scan-11>`, :ref:`9 <l-onnx-op-scan-9>`, :ref:`8 <l-onnx-op-scan-8>`
              - :ref:`23/21 <l-onnx-op-scan-d21-23>`, :ref:`23/19 <l-onnx-op-scan-d19-23>`, :ref:`21/19 <l-onnx-op-scan-d19-21>`, :ref:`23/16 <l-onnx-op-scan-d16-23>`, :ref:`21/16 <l-onnx-op-scan-d16-21>`, :ref:`19/16 <l-onnx-op-scan-d16-19>`, :ref:`23/11 <l-onnx-op-scan-d11-23>`, :ref:`21/11 <l-onnx-op-scan-d11-21>`, :ref:`19/11 <l-onnx-op-scan-d11-19>`, :ref:`16/11 <l-onnx-op-scan-d11-16>`, :ref:`23/9 <l-onnx-op-scan-d9-23>`, :ref:`21/9 <l-onnx-op-scan-d9-21>`, :ref:`19/9 <l-onnx-op-scan-d9-19>`, :ref:`16/9 <l-onnx-op-scan-d9-16>`, :ref:`11/9 <l-onnx-op-scan-d9-11>`, :ref:`23/8 <l-onnx-op-scan-d8-23>`, :ref:`21/8 <l-onnx-op-scan-d8-21>`, :ref:`19/8 <l-onnx-op-scan-d8-19>`, :ref:`16/8 <l-onnx-op-scan-d8-16>`, :ref:`11/8 <l-onnx-op-scan-d8-11>`, :ref:`9/8 <l-onnx-op-scan-d8-9>`
            * - :ref:`Scatter <l-onnx-doc-Scatter>`
              - :ref:`11 <l-onnx-op-scatter-11>`, :ref:`9 <l-onnx-op-scatter-9>`
              - :ref:`11/9 <l-onnx-op-scatter-d9-11>`
            * - :ref:`ScatterElements <l-onnx-doc-ScatterElements>`
              - :ref:`18 <l-onnx-op-scatterelements-18>`, :ref:`16 <l-onnx-op-scatterelements-16>`, :ref:`13 <l-onnx-op-scatterelements-13>`, :ref:`11 <l-onnx-op-scatterelements-11>`
              - :ref:`18/16 <l-onnx-op-scatterelements-d16-18>`, :ref:`18/13 <l-onnx-op-scatterelements-d13-18>`, :ref:`16/13 <l-onnx-op-scatterelements-d13-16>`, :ref:`18/11 <l-onnx-op-scatterelements-d11-18>`, :ref:`16/11 <l-onnx-op-scatterelements-d11-16>`, :ref:`13/11 <l-onnx-op-scatterelements-d11-13>`
            * - :ref:`ScatterND <l-onnx-doc-ScatterND>`
              - :ref:`18 <l-onnx-op-scatternd-18>`, :ref:`16 <l-onnx-op-scatternd-16>`, :ref:`13 <l-onnx-op-scatternd-13>`, :ref:`11 <l-onnx-op-scatternd-11>`
              - :ref:`18/16 <l-onnx-op-scatternd-d16-18>`, :ref:`18/13 <l-onnx-op-scatternd-d13-18>`, :ref:`16/13 <l-onnx-op-scatternd-d13-16>`, :ref:`18/11 <l-onnx-op-scatternd-d11-18>`, :ref:`16/11 <l-onnx-op-scatternd-d11-16>`, :ref:`13/11 <l-onnx-op-scatternd-d11-13>`
            * - :ref:`Selu <l-onnx-doc-Selu>`
              - :ref:`22 <l-onnx-op-selu-22>`, :ref:`6 <l-onnx-op-selu-6>`, :ref:`1 <l-onnx-op-selu-1>`
              - :ref:`22/6 <l-onnx-op-selu-d6-22>`, :ref:`22/1 <l-onnx-op-selu-d1-22>`, :ref:`6/1 <l-onnx-op-selu-d1-6>`
            * - :ref:`SequenceAt <l-onnx-doc-SequenceAt>`
              - :ref:`11 <l-onnx-op-sequenceat-11>`
              - 
            * - :ref:`SequenceConstruct <l-onnx-doc-SequenceConstruct>`
              - :ref:`11 <l-onnx-op-sequenceconstruct-11>`
              - 
            * - :ref:`SequenceEmpty <l-onnx-doc-SequenceEmpty>`
              - :ref:`11 <l-onnx-op-sequenceempty-11>`
              - 
            * - :ref:`SequenceErase <l-onnx-doc-SequenceErase>`
              - :ref:`11 <l-onnx-op-sequenceerase-11>`
              - 
            * - :ref:`SequenceInsert <l-onnx-doc-SequenceInsert>`
              - :ref:`11 <l-onnx-op-sequenceinsert-11>`
              - 
            * - :ref:`SequenceLength <l-onnx-doc-SequenceLength>`
              - :ref:`11 <l-onnx-op-sequencelength-11>`
              - 
            * - :ref:`SequenceMap <l-onnx-doc-SequenceMap>`
              - :ref:`17 <l-onnx-op-sequencemap-17>`
              - 
            * - :ref:`Shape <l-onnx-doc-Shape>`
              - :ref:`23 <l-onnx-op-shape-23>`, :ref:`21 <l-onnx-op-shape-21>`, :ref:`19 <l-onnx-op-shape-19>`, :ref:`15 <l-onnx-op-shape-15>`, :ref:`13 <l-onnx-op-shape-13>`, :ref:`1 <l-onnx-op-shape-1>`
              - :ref:`23/21 <l-onnx-op-shape-d21-23>`, :ref:`23/19 <l-onnx-op-shape-d19-23>`, :ref:`21/19 <l-onnx-op-shape-d19-21>`, :ref:`23/15 <l-onnx-op-shape-d15-23>`, :ref:`21/15 <l-onnx-op-shape-d15-21>`, :ref:`19/15 <l-onnx-op-shape-d15-19>`, :ref:`23/13 <l-onnx-op-shape-d13-23>`, :ref:`21/13 <l-onnx-op-shape-d13-21>`, :ref:`19/13 <l-onnx-op-shape-d13-19>`, :ref:`15/13 <l-onnx-op-shape-d13-15>`, :ref:`23/1 <l-onnx-op-shape-d1-23>`, :ref:`21/1 <l-onnx-op-shape-d1-21>`, :ref:`19/1 <l-onnx-op-shape-d1-19>`, :ref:`15/1 <l-onnx-op-shape-d1-15>`, :ref:`13/1 <l-onnx-op-shape-d1-13>`
            * - :ref:`Shrink <l-onnx-doc-Shrink>`
              - :ref:`9 <l-onnx-op-shrink-9>`
              - 
            * - :ref:`Sigmoid <l-onnx-doc-Sigmoid>`
              - :ref:`13 <l-onnx-op-sigmoid-13>`, :ref:`6 <l-onnx-op-sigmoid-6>`, :ref:`1 <l-onnx-op-sigmoid-1>`
              - :ref:`13/6 <l-onnx-op-sigmoid-d6-13>`, :ref:`13/1 <l-onnx-op-sigmoid-d1-13>`, :ref:`6/1 <l-onnx-op-sigmoid-d1-6>`
            * - :ref:`Sign <l-onnx-doc-Sign>`
              - :ref:`13 <l-onnx-op-sign-13>`, :ref:`9 <l-onnx-op-sign-9>`
              - :ref:`13/9 <l-onnx-op-sign-d9-13>`
            * - :ref:`Sin <l-onnx-doc-Sin>`
              - :ref:`22 <l-onnx-op-sin-22>`, :ref:`7 <l-onnx-op-sin-7>`
              - :ref:`22/7 <l-onnx-op-sin-d7-22>`
            * - :ref:`Sinh <l-onnx-doc-Sinh>`
              - :ref:`22 <l-onnx-op-sinh-22>`, :ref:`9 <l-onnx-op-sinh-9>`
              - :ref:`22/9 <l-onnx-op-sinh-d9-22>`
            * - :ref:`Size <l-onnx-doc-Size>`
              - :ref:`23 <l-onnx-op-size-23>`, :ref:`21 <l-onnx-op-size-21>`, :ref:`19 <l-onnx-op-size-19>`, :ref:`13 <l-onnx-op-size-13>`, :ref:`1 <l-onnx-op-size-1>`
              - :ref:`23/21 <l-onnx-op-size-d21-23>`, :ref:`23/19 <l-onnx-op-size-d19-23>`, :ref:`21/19 <l-onnx-op-size-d19-21>`, :ref:`23/13 <l-onnx-op-size-d13-23>`, :ref:`21/13 <l-onnx-op-size-d13-21>`, :ref:`19/13 <l-onnx-op-size-d13-19>`, :ref:`23/1 <l-onnx-op-size-d1-23>`, :ref:`21/1 <l-onnx-op-size-d1-21>`, :ref:`19/1 <l-onnx-op-size-d1-19>`, :ref:`13/1 <l-onnx-op-size-d1-13>`
            * - :ref:`Slice <l-onnx-doc-Slice>`
              - :ref:`13 <l-onnx-op-slice-13>`, :ref:`11 <l-onnx-op-slice-11>`, :ref:`10 <l-onnx-op-slice-10>`, :ref:`1 <l-onnx-op-slice-1>`
              - :ref:`13/11 <l-onnx-op-slice-d11-13>`, :ref:`13/10 <l-onnx-op-slice-d10-13>`, :ref:`11/10 <l-onnx-op-slice-d10-11>`, :ref:`13/1 <l-onnx-op-slice-d1-13>`, :ref:`11/1 <l-onnx-op-slice-d1-11>`, :ref:`10/1 <l-onnx-op-slice-d1-10>`
            * - :ref:`Softmax <l-onnx-doc-Softmax>`
              - :ref:`13 <l-onnx-op-softmax-13>`, :ref:`11 <l-onnx-op-softmax-11>`, :ref:`1 <l-onnx-op-softmax-1>`
              - :ref:`13/11 <l-onnx-op-softmax-d11-13>`, :ref:`13/1 <l-onnx-op-softmax-d1-13>`, :ref:`11/1 <l-onnx-op-softmax-d1-11>`
            * - :ref:`SoftmaxCrossEntropyLoss <l-onnx-doc-SoftmaxCrossEntropyLoss>`
              - :ref:`13 <l-onnx-op-softmaxcrossentropyloss-13>`, :ref:`12 <l-onnx-op-softmaxcrossentropyloss-12>`
              - :ref:`13/12 <l-onnx-op-softmaxcrossentropyloss-d12-13>`
            * - :ref:`Softplus <l-onnx-doc-Softplus>`
              - :ref:`22 <l-onnx-op-softplus-22>`, :ref:`1 <l-onnx-op-softplus-1>`
              - :ref:`22/1 <l-onnx-op-softplus-d1-22>`
            * - :ref:`Softsign <l-onnx-doc-Softsign>`
              - :ref:`22 <l-onnx-op-softsign-22>`, :ref:`1 <l-onnx-op-softsign-1>`
              - :ref:`22/1 <l-onnx-op-softsign-d1-22>`
            * - :ref:`SpaceToDepth <l-onnx-doc-SpaceToDepth>`
              - :ref:`13 <l-onnx-op-spacetodepth-13>`, :ref:`1 <l-onnx-op-spacetodepth-1>`
              - :ref:`13/1 <l-onnx-op-spacetodepth-d1-13>`
            * - :ref:`Split <l-onnx-doc-Split>`
              - :ref:`18 <l-onnx-op-split-18>`, :ref:`13 <l-onnx-op-split-13>`, :ref:`11 <l-onnx-op-split-11>`, :ref:`2 <l-onnx-op-split-2>`, :ref:`1 <l-onnx-op-split-1>`
              - :ref:`18/13 <l-onnx-op-split-d13-18>`, :ref:`18/11 <l-onnx-op-split-d11-18>`, :ref:`13/11 <l-onnx-op-split-d11-13>`, :ref:`18/2 <l-onnx-op-split-d2-18>`, :ref:`13/2 <l-onnx-op-split-d2-13>`, :ref:`11/2 <l-onnx-op-split-d2-11>`, :ref:`18/1 <l-onnx-op-split-d1-18>`, :ref:`13/1 <l-onnx-op-split-d1-13>`, :ref:`11/1 <l-onnx-op-split-d1-11>`, :ref:`2/1 <l-onnx-op-split-d1-2>`
            * - :ref:`SplitToSequence <l-onnx-doc-SplitToSequence>`
              - :ref:`11 <l-onnx-op-splittosequence-11>`
              - 
            * - :ref:`Sqrt <l-onnx-doc-Sqrt>`
              - :ref:`13 <l-onnx-op-sqrt-13>`, :ref:`6 <l-onnx-op-sqrt-6>`, :ref:`1 <l-onnx-op-sqrt-1>`
              - :ref:`13/6 <l-onnx-op-sqrt-d6-13>`, :ref:`13/1 <l-onnx-op-sqrt-d1-13>`, :ref:`6/1 <l-onnx-op-sqrt-d1-6>`
            * - :ref:`Squeeze <l-onnx-doc-Squeeze>`
              - :ref:`23 <l-onnx-op-squeeze-23>`, :ref:`21 <l-onnx-op-squeeze-21>`, :ref:`13 <l-onnx-op-squeeze-13>`, :ref:`11 <l-onnx-op-squeeze-11>`, :ref:`1 <l-onnx-op-squeeze-1>`
              - :ref:`23/21 <l-onnx-op-squeeze-d21-23>`, :ref:`23/13 <l-onnx-op-squeeze-d13-23>`, :ref:`21/13 <l-onnx-op-squeeze-d13-21>`, :ref:`23/11 <l-onnx-op-squeeze-d11-23>`, :ref:`21/11 <l-onnx-op-squeeze-d11-21>`, :ref:`13/11 <l-onnx-op-squeeze-d11-13>`, :ref:`23/1 <l-onnx-op-squeeze-d1-23>`, :ref:`21/1 <l-onnx-op-squeeze-d1-21>`, :ref:`13/1 <l-onnx-op-squeeze-d1-13>`, :ref:`11/1 <l-onnx-op-squeeze-d1-11>`
            * - :ref:`StringConcat <l-onnx-doc-StringConcat>`
              - :ref:`20 <l-onnx-op-stringconcat-20>`
              - 
            * - :ref:`StringNormalizer <l-onnx-doc-StringNormalizer>`
              - :ref:`10 <l-onnx-op-stringnormalizer-10>`
              - 
            * - :ref:`StringSplit <l-onnx-doc-StringSplit>`
              - :ref:`20 <l-onnx-op-stringsplit-20>`
              - 
            * - :ref:`Sub <l-onnx-doc-Sub>`
              - :ref:`14 <l-onnx-op-sub-14>`, :ref:`13 <l-onnx-op-sub-13>`, :ref:`7 <l-onnx-op-sub-7>`, :ref:`6 <l-onnx-op-sub-6>`, :ref:`1 <l-onnx-op-sub-1>`
              - :ref:`14/13 <l-onnx-op-sub-d13-14>`, :ref:`14/7 <l-onnx-op-sub-d7-14>`, :ref:`13/7 <l-onnx-op-sub-d7-13>`, :ref:`14/6 <l-onnx-op-sub-d6-14>`, :ref:`13/6 <l-onnx-op-sub-d6-13>`, :ref:`7/6 <l-onnx-op-sub-d6-7>`, :ref:`14/1 <l-onnx-op-sub-d1-14>`, :ref:`13/1 <l-onnx-op-sub-d1-13>`, :ref:`7/1 <l-onnx-op-sub-d1-7>`, :ref:`6/1 <l-onnx-op-sub-d1-6>`
            * - :ref:`Sum <l-onnx-doc-Sum>`
              - :ref:`13 <l-onnx-op-sum-13>`, :ref:`8 <l-onnx-op-sum-8>`, :ref:`6 <l-onnx-op-sum-6>`, :ref:`1 <l-onnx-op-sum-1>`
              - :ref:`13/8 <l-onnx-op-sum-d8-13>`, :ref:`13/6 <l-onnx-op-sum-d6-13>`, :ref:`8/6 <l-onnx-op-sum-d6-8>`, :ref:`13/1 <l-onnx-op-sum-d1-13>`, :ref:`8/1 <l-onnx-op-sum-d1-8>`, :ref:`6/1 <l-onnx-op-sum-d1-6>`
            * - :ref:`Tan <l-onnx-doc-Tan>`
              - :ref:`22 <l-onnx-op-tan-22>`, :ref:`7 <l-onnx-op-tan-7>`
              - :ref:`22/7 <l-onnx-op-tan-d7-22>`
            * - :ref:`Tanh <l-onnx-doc-Tanh>`
              - :ref:`13 <l-onnx-op-tanh-13>`, :ref:`6 <l-onnx-op-tanh-6>`, :ref:`1 <l-onnx-op-tanh-1>`
              - :ref:`13/6 <l-onnx-op-tanh-d6-13>`, :ref:`13/1 <l-onnx-op-tanh-d1-13>`, :ref:`6/1 <l-onnx-op-tanh-d1-6>`
            * - :ref:`TfIdfVectorizer <l-onnx-doc-TfIdfVectorizer>`
              - :ref:`9 <l-onnx-op-tfidfvectorizer-9>`
              - 
            * - :ref:`ThresholdedRelu <l-onnx-doc-ThresholdedRelu>`
              - :ref:`22 <l-onnx-op-thresholdedrelu-22>`, :ref:`10 <l-onnx-op-thresholdedrelu-10>`
              - :ref:`22/10 <l-onnx-op-thresholdedrelu-d10-22>`
            * - :ref:`Tile <l-onnx-doc-Tile>`
              - :ref:`13 <l-onnx-op-tile-13>`, :ref:`6 <l-onnx-op-tile-6>`, :ref:`1 <l-onnx-op-tile-1>`
              - :ref:`13/6 <l-onnx-op-tile-d6-13>`, :ref:`13/1 <l-onnx-op-tile-d1-13>`, :ref:`6/1 <l-onnx-op-tile-d1-6>`
            * - :ref:`TopK <l-onnx-doc-TopK>`
              - :ref:`11 <l-onnx-op-topk-11>`, :ref:`10 <l-onnx-op-topk-10>`, :ref:`1 <l-onnx-op-topk-1>`
              - :ref:`11/10 <l-onnx-op-topk-d10-11>`, :ref:`11/1 <l-onnx-op-topk-d1-11>`, :ref:`10/1 <l-onnx-op-topk-d1-10>`
            * - :ref:`Transpose <l-onnx-doc-Transpose>`
              - :ref:`23 <l-onnx-op-transpose-23>`, :ref:`21 <l-onnx-op-transpose-21>`, :ref:`13 <l-onnx-op-transpose-13>`, :ref:`1 <l-onnx-op-transpose-1>`
              - :ref:`23/21 <l-onnx-op-transpose-d21-23>`, :ref:`23/13 <l-onnx-op-transpose-d13-23>`, :ref:`21/13 <l-onnx-op-transpose-d13-21>`, :ref:`23/1 <l-onnx-op-transpose-d1-23>`, :ref:`21/1 <l-onnx-op-transpose-d1-21>`, :ref:`13/1 <l-onnx-op-transpose-d1-13>`
            * - :ref:`Trilu <l-onnx-doc-Trilu>`
              - :ref:`14 <l-onnx-op-trilu-14>`
              - 
            * - :ref:`Unique <l-onnx-doc-Unique>`
              - :ref:`11 <l-onnx-op-unique-11>`
              - 
            * - :ref:`Unsqueeze <l-onnx-doc-Unsqueeze>`
              - :ref:`23 <l-onnx-op-unsqueeze-23>`, :ref:`21 <l-onnx-op-unsqueeze-21>`, :ref:`13 <l-onnx-op-unsqueeze-13>`, :ref:`11 <l-onnx-op-unsqueeze-11>`, :ref:`1 <l-onnx-op-unsqueeze-1>`
              - :ref:`23/21 <l-onnx-op-unsqueeze-d21-23>`, :ref:`23/13 <l-onnx-op-unsqueeze-d13-23>`, :ref:`21/13 <l-onnx-op-unsqueeze-d13-21>`, :ref:`23/11 <l-onnx-op-unsqueeze-d11-23>`, :ref:`21/11 <l-onnx-op-unsqueeze-d11-21>`, :ref:`13/11 <l-onnx-op-unsqueeze-d11-13>`, :ref:`23/1 <l-onnx-op-unsqueeze-d1-23>`, :ref:`21/1 <l-onnx-op-unsqueeze-d1-21>`, :ref:`13/1 <l-onnx-op-unsqueeze-d1-13>`, :ref:`11/1 <l-onnx-op-unsqueeze-d1-11>`
            * - :ref:`Upsample <l-onnx-doc-Upsample>`
              - :ref:`10 <l-onnx-op-upsample-10>`, :ref:`9 <l-onnx-op-upsample-9>`, :ref:`7 <l-onnx-op-upsample-7>`, :ref:`1 <l-onnx-op-upsample-1>`
              - :ref:`10/9 <l-onnx-op-upsample-d9-10>`, :ref:`10/7 <l-onnx-op-upsample-d7-10>`, :ref:`9/7 <l-onnx-op-upsample-d7-9>`, :ref:`10/1 <l-onnx-op-upsample-d1-10>`, :ref:`9/1 <l-onnx-op-upsample-d1-9>`, :ref:`7/1 <l-onnx-op-upsample-d1-7>`
            * - :ref:`Where <l-onnx-doc-Where>`
              - :ref:`16 <l-onnx-op-where-16>`, :ref:`9 <l-onnx-op-where-9>`
              - :ref:`16/9 <l-onnx-op-where-d9-16>`
            * - :ref:`Xor <l-onnx-doc-Xor>`
              - :ref:`7 <l-onnx-op-xor-7>`, :ref:`1 <l-onnx-op-xor-1>`
              - :ref:`7/1 <l-onnx-op-xor-d1-7>`
        
    .. tab:: ai.onnx.ml
                
        .. list-table::
            :widths: 10 10 10
            :header-rows: 1
        
            * - operator
              - versions
              - differences
            * - :ref:`ArrayFeatureExtractor <l-onnx-docai-onnx-ml-ArrayFeatureExtractor>`
              - :ref:`1 <l-onnx-opai-onnx-ml-arrayfeatureextractor-1>`
              - 
            * - :ref:`Binarizer <l-onnx-docai-onnx-ml-Binarizer>`
              - :ref:`1 <l-onnx-opai-onnx-ml-binarizer-1>`
              - 
            * - :ref:`CastMap <l-onnx-docai-onnx-ml-CastMap>`
              - :ref:`1 <l-onnx-opai-onnx-ml-castmap-1>`
              - 
            * - :ref:`CategoryMapper <l-onnx-docai-onnx-ml-CategoryMapper>`
              - :ref:`1 <l-onnx-opai-onnx-ml-categorymapper-1>`
              - 
            * - :ref:`DictVectorizer <l-onnx-docai-onnx-ml-DictVectorizer>`
              - :ref:`1 <l-onnx-opai-onnx-ml-dictvectorizer-1>`
              - 
            * - :ref:`FeatureVectorizer <l-onnx-docai-onnx-ml-FeatureVectorizer>`
              - :ref:`1 <l-onnx-opai-onnx-ml-featurevectorizer-1>`
              - 
            * - :ref:`Imputer <l-onnx-docai-onnx-ml-Imputer>`
              - :ref:`1 <l-onnx-opai-onnx-ml-imputer-1>`
              - 
            * - :ref:`LabelEncoder <l-onnx-docai-onnx-ml-LabelEncoder>`
              - :ref:`4 <l-onnx-opai-onnx-ml-labelencoder-4>`, :ref:`2 <l-onnx-opai-onnx-ml-labelencoder-2>`, :ref:`1 <l-onnx-opai-onnx-ml-labelencoder-1>`
              - :ref:`4/2 <l-onnx-opai-onnx-ml-labelencoder-d2-4>`, :ref:`4/1 <l-onnx-opai-onnx-ml-labelencoder-d1-4>`, :ref:`2/1 <l-onnx-opai-onnx-ml-labelencoder-d1-2>`
            * - :ref:`LinearClassifier <l-onnx-docai-onnx-ml-LinearClassifier>`
              - :ref:`1 <l-onnx-opai-onnx-ml-linearclassifier-1>`
              - 
            * - :ref:`LinearRegressor <l-onnx-docai-onnx-ml-LinearRegressor>`
              - :ref:`1 <l-onnx-opai-onnx-ml-linearregressor-1>`
              - 
            * - :ref:`Normalizer <l-onnx-docai-onnx-ml-Normalizer>`
              - :ref:`1 <l-onnx-opai-onnx-ml-normalizer-1>`
              - 
            * - :ref:`OneHotEncoder <l-onnx-docai-onnx-ml-OneHotEncoder>`
              - :ref:`1 <l-onnx-opai-onnx-ml-onehotencoder-1>`
              - 
            * - :ref:`SVMClassifier <l-onnx-docai-onnx-ml-SVMClassifier>`
              - :ref:`1 <l-onnx-opai-onnx-ml-svmclassifier-1>`
              - 
            * - :ref:`SVMRegressor <l-onnx-docai-onnx-ml-SVMRegressor>`
              - :ref:`1 <l-onnx-opai-onnx-ml-svmregressor-1>`
              - 
            * - :ref:`Scaler <l-onnx-docai-onnx-ml-Scaler>`
              - :ref:`1 <l-onnx-opai-onnx-ml-scaler-1>`
              - 
            * - :ref:`TreeEnsemble <l-onnx-docai-onnx-ml-TreeEnsemble>`
              - :ref:`5 <l-onnx-opai-onnx-ml-treeensemble-5>`
              - 
            * - :ref:`TreeEnsembleClassifier <l-onnx-docai-onnx-ml-TreeEnsembleClassifier>`
              - :ref:`5 <l-onnx-opai-onnx-ml-treeensembleclassifier-5>`, :ref:`3 <l-onnx-opai-onnx-ml-treeensembleclassifier-3>`, :ref:`1 <l-onnx-opai-onnx-ml-treeensembleclassifier-1>`
              - :ref:`5/3 <l-onnx-opai-onnx-ml-treeensembleclassifier-d3-5>`, :ref:`5/1 <l-onnx-opai-onnx-ml-treeensembleclassifier-d1-5>`, :ref:`3/1 <l-onnx-opai-onnx-ml-treeensembleclassifier-d1-3>`
            * - :ref:`TreeEnsembleRegressor <l-onnx-docai-onnx-ml-TreeEnsembleRegressor>`
              - :ref:`5 <l-onnx-opai-onnx-ml-treeensembleregressor-5>`, :ref:`3 <l-onnx-opai-onnx-ml-treeensembleregressor-3>`, :ref:`1 <l-onnx-opai-onnx-ml-treeensembleregressor-1>`
              - :ref:`5/3 <l-onnx-opai-onnx-ml-treeensembleregressor-d3-5>`, :ref:`5/1 <l-onnx-opai-onnx-ml-treeensembleregressor-d1-5>`, :ref:`3/1 <l-onnx-opai-onnx-ml-treeensembleregressor-d1-3>`
            * - :ref:`ZipMap <l-onnx-docai-onnx-ml-ZipMap>`
              - :ref:`1 <l-onnx-opai-onnx-ml-zipmap-1>`
              - 
        
    .. tab:: ai.onnx.preview.training
                
        .. list-table::
            :widths: 10 10 10
            :header-rows: 1
        
            * - operator
              - versions
              - differences
            * - :ref:`Adagrad <l-onnx-docai-onnx-preview-training-Adagrad>`
              - :ref:`1 <l-onnx-opai-onnx-preview-training-adagrad-1>`
              - 
            * - :ref:`Adam <l-onnx-docai-onnx-preview-training-Adam>`
              - :ref:`1 <l-onnx-opai-onnx-preview-training-adam-1>`
              - 
            * - :ref:`Gradient <l-onnx-docai-onnx-preview-training-Gradient>`
              - :ref:`1 <l-onnx-opai-onnx-preview-training-gradient-1>`
              - 
            * - :ref:`Momentum <l-onnx-docai-onnx-preview-training-Momentum>`
              - :ref:`1 <l-onnx-opai-onnx-preview-training-momentum-1>`
              -