ONNX Operators in onnxruntime#

Lists out all the ONNX operators defined in onnxruntime.

operator	versions	differences
Abs	1
Acos	7
Acosh	9
Add	1
Affine	1
And	1
ArgMax	1
ArgMin	1
Asin	7
Asinh	9
Atan	7
Atanh	9
AveragePool	1
BatchNormalization	1
Bernoulli	15
BitShift	11
BitwiseAnd	18
BitwiseNot	18
BitwiseOr	18
BitwiseXor	18
BlackmanWindow	17
Cast	1
CastLike	15
Ceil	1
Celu	12
CenterCropPad	18
Clip	1
Col2Im	18
Compress	9
Concat	1
ConcatFromSequence	11
Constant	1
ConstantOfShape	9
Conv	1
ConvInteger	10
ConvTranspose	1
Cos	7
Cosh	9
Crop	1
CumSum	11
DFT	17
DepthToSpace	1
DequantizeLinear	10
Det	11
DisentangledAttention_TRT	1
Div	1
Dropout	1
DynamicQuantizeLinear	11
DynamicSlice	1
EfficientNMS_TRT	1
Einsum	12
Elu	1
Equal	1
Erf	9
Exp	1
Expand	8
EyeLike	9
Flatten	1
Floor	1
GRU	1
GRUUnit	1
Gather	1
GatherElements	11
GatherND	11
Gemm	1
GivenTensorFill	1
GlobalAveragePool	1
GlobalLpPool	1
GlobalMaxPool	1
Greater	1
GreaterOrEqual	12
GridSample	16
GroupNormalization	18
HammingWindow	17
HannWindow	17
HardSigmoid	1
HardSwish	14
Hardmax	1
Identity	1
If	1
ImageScaler	1
InstanceNormalization	1
IsInf	10
IsNaN	9
LRN	1
LSTM	1
LayerNormalization	1
LeakyRelu	1
Less	1
LessOrEqual	12
Log	1
LogSoftmax	1
Loop	1
LpNormalization	1
LpPool	1
MatMul	1
MatMulInteger	10
Max	1
MaxPool	1
MaxRoiPool	1
MaxUnpool	9
Mean	1
MeanVarianceNormalization	1
MelWeightMatrix	17
MemcpyFromHost	1
MemcpyToHost	1
Min	1
Mish	18
Mod	10
Mul	1
MultilevelCropAndResize_TRT	1
Multinomial	7
Neg	1
NegativeLogLikelihoodLoss	12
NonMaxSuppression	10
NonZero	9
Not	1
OneHot	9
Optional	15
OptionalGetElement	15
OptionalHasElement	15
Or	1
PRelu	1
Pad	1
ParametricSoftplus	1
Pow	1
PyramidROIAlign_TRT	1
QLinearConv	10
QLinearMatMul	10
QuantizeLinear	10
RNN	1
RandomNormal	1
RandomNormalLike	1
RandomUniform	1
RandomUniformLike	1
Range	11
Reciprocal	1
ReduceL1	1
ReduceL2	1
ReduceLogSum	1
ReduceLogSumExp	1
ReduceMax	1
ReduceMean	1
ReduceMin	1
ReduceProd	1
ReduceSum	1
ReduceSumSquare	1
Relu	1
Reshape	1
Resize	10
ReverseSequence	10
RoiAlign	10
Round	11
STFT	17
Scale	1
ScaledTanh	1
Scan	8
Scatter	9
ScatterElements	11
ScatterND	11
Selu	1
SequenceAt	11
SequenceConstruct	11
SequenceEmpty	11
SequenceErase	11
SequenceInsert	11
SequenceLength	11
SequenceMap	17
Shape	1
Shrink	9
Sigmoid	1
Sign	9
SimplifiedLayerNormalization	1
Sin	7
Sinh	9
Size	1
Slice	1
Softmax	1
SoftmaxCrossEntropyLoss	12
Softplus	1
Softsign	1
SpaceToDepth	1
Split	1
SplitToSequence	11
Sqrt	1
Squeeze	1
StringNormalizer	10
Sub	1
Sum	1
Tan	7
Tanh	1
TfIdfVectorizer	9
ThresholdedRelu	1
Tile	1
TopK	1
Transpose	1
Trilu	14
Unique	11
Unsqueeze	1
Upsample	1
Where	9
Xor	1

operator	versions	differences
ai.onnx.ml - ArrayFeatureExtractor	1
ai.onnx.ml - Binarizer	1
ai.onnx.ml - CastMap	1
ai.onnx.ml - CategoryMapper	1
ai.onnx.ml - DictVectorizer	1
ai.onnx.ml - FeatureVectorizer	1
ai.onnx.ml - Imputer	1
ai.onnx.ml - LabelEncoder	1
ai.onnx.ml - LinearClassifier	1
ai.onnx.ml - LinearRegressor	1
ai.onnx.ml - Normalizer	1
ai.onnx.ml - OneHotEncoder	1
ai.onnx.ml - SVMClassifier	1
ai.onnx.ml - SVMRegressor	1
ai.onnx.ml - Scaler	1
ai.onnx.ml - TreeEnsembleClassifier	1
ai.onnx.ml - TreeEnsembleRegressor	1
ai.onnx.ml - ZipMap	1

operator	versions	differences
com.microsoft - Attention	1
com.microsoft - AttnLSTM	1
com.microsoft - BeamSearch	1
com.microsoft - BiasAdd	1
com.microsoft - BiasDropout	1
com.microsoft - BiasGelu	1
com.microsoft - BiasSoftmax	1
com.microsoft - BiasSplitGelu	1
com.microsoft - BifurcationDetector	1
com.microsoft - BitmaskBiasDropout	1
com.microsoft - BitmaskDropout	1
com.microsoft - CDist	1
com.microsoft - ComplexMul	1
com.microsoft - ComplexMulConj	1
com.microsoft - ConvTransposeWithDynamicPads	1
com.microsoft - CropAndResize	1
com.microsoft - DecoderAttention	1
com.microsoft - DecoderMaskedMultiheadAttention	1
com.microsoft - DequantizeBFP	1
com.microsoft - DequantizeLinear	1
com.microsoft - DequantizeWithOrder	1
com.microsoft - DynamicQuantizeLSTM	1
com.microsoft - DynamicQuantizeMatMul	1
com.microsoft - EmbedLayerNormalization	1
com.microsoft - ExpandDims	1
com.microsoft - FastGelu	1
com.microsoft - FusedConv	1
com.microsoft - FusedGemm	1
com.microsoft - FusedMatMul	1
com.microsoft - GatedRelativePositionBias	1
com.microsoft - GatherND	1
com.microsoft - Gelu	1
com.microsoft - GemmFastGelu	1
com.microsoft - GreedySearch	1
com.microsoft - GridSample	1
com.microsoft - GroupNorm	1
com.microsoft - Inverse	1
com.microsoft - Irfft	1
com.microsoft - IsAllFinite	1
com.microsoft - LongformerAttention	1
com.microsoft - MatMulInteger16	1
com.microsoft - MatMulIntegerToFloat	1
com.microsoft - MaxpoolWithMask	1
com.microsoft - MulInteger	1
com.microsoft - MultiHeadAttention	1
com.microsoft - MurmurHash3	1
com.microsoft - NGramRepeatBlock	1
com.microsoft - NhwcConv	1
com.microsoft - NhwcMaxPool	1
com.microsoft - Pad	1
com.microsoft - QAttention	1
com.microsoft - QEmbedLayerNormalization	1
com.microsoft - QGemm	1
com.microsoft - QLinearAdd	1
com.microsoft - QLinearAveragePool	1
com.microsoft - QLinearConcat	1
com.microsoft - QLinearConv	1
com.microsoft - QLinearGlobalAveragePool	1
com.microsoft - QLinearLeakyRelu	1
com.microsoft - QLinearMul	1
com.microsoft - QLinearReduceMean	1
com.microsoft - QLinearSigmoid	1
com.microsoft - QLinearSoftmax	1
com.microsoft - QLinearWhere	1
com.microsoft - QOrderedAttention	1
com.microsoft - QOrderedGelu	1
com.microsoft - QOrderedLayerNormalization	1
com.microsoft - QOrderedLongformerAttention	1
com.microsoft - QOrderedMatMul	1
com.microsoft - QuantizeBFP	1
com.microsoft - QuantizeLinear	1
com.microsoft - QuantizeWithOrder	1
com.microsoft - QuickGelu	1
com.microsoft - Range	1
com.microsoft - ReduceSumInteger	1
com.microsoft - RelativePositionBias	1
com.microsoft - RemovePadding	1
com.microsoft - RestorePadding	1
com.microsoft - Rfft	1
com.microsoft - SampleOp	1
com.microsoft - Sampling	1
com.microsoft - SkipLayerNormalization	1
com.microsoft - SkipSimplifiedLayerNormalization	1
com.microsoft - Snpe	1
com.microsoft - SparseToDenseMatMul	1
com.microsoft - Tokenizer	1
com.microsoft - TorchEmbedding	1
com.microsoft - TransposeMatMul	1
com.microsoft - Trilu	1
com.microsoft - Unique	1
com.microsoft - WordConvEmbedding	1

operator	versions	differences
com.microsoft.nchwc - AveragePool	1
com.microsoft.nchwc - Conv	1
com.microsoft.nchwc - GlobalAveragePool	1
com.microsoft.nchwc - GlobalMaxPool	1
com.microsoft.nchwc - MaxPool	1
com.microsoft.nchwc - ReorderInput	1
com.microsoft.nchwc - ReorderOutput	1
com.microsoft.nchwc - Upsample	1

operator	versions	differences
com.ms.internal.nhwc - AveragePool	11
com.ms.internal.nhwc - Conv	11
com.ms.internal.nhwc - ConvTranspose	1
com.ms.internal.nhwc - MaxPool	11
com.ms.internal.nhwc - MaxUnpool	9
com.ms.internal.nhwc - QLinearAveragePool	1
com.ms.internal.nhwc - QLinearConv	10
com.ms.internal.nhwc - QLinearConvTranspose	1