UNPKG

onnxruntime-web

Version:

A Javascript library for running ONNX models on browsers

204 lines (199 loc) 33.8 kB
## Operators Support Table The following table shows [ai.onnx](https://github.com/onnx/onnx/blob/main/docs/Operators.md) operators from which onnx opset version are currently supported by ONNX Runtime Web. For example, `4-6, 8+` means ONNX Runtime Web currently support opset version 4 to 6, 8 and above. See [Compatibility](../README.md#Compatibility) for a list of the supported platforms. *This file is automatically generated from the def files via [this script](../script/generate-operator-md.ts). Do not modify directly.* | Operator | WebGl Backend | |:--------:|:-------------:| | [Abs](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Abs) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Abs-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Abs-13) | | [Acos](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Acos) | [7-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Acos-7), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Acos-22) | | [Acosh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Acosh) | | | [Add](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Add) | [7-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Add-7), [13](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Add-13), [14+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Add-14) | | [AffineGrid](https://github.com/onnx/onnx/blob/main/docs/Operators.md#AffineGrid) | | | [And](https://github.com/onnx/onnx/blob/main/docs/Operators.md#And) | [7+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#And-7) | | [ArgMax](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ArgMax) | | | [ArgMin](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ArgMin) | | | [Asin](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Asin) | [7-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Asin-7), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Asin-22) | | [Asinh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Asinh) | | | [Atan](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Atan) | [7-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Atan-7), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Atan-22) | | [Atanh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Atanh) | | | [AveragePool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#AveragePool) | [7-9](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#AveragePool-7), [10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#AveragePool-10), [11-18](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#AveragePool-11), [19-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#AveragePool-19), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#AveragePool-22) | | [BatchNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BatchNormalization) | [7-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#BatchNormalization-7), [9-13](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#BatchNormalization-9), [14](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#BatchNormalization-14), [15+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#BatchNormalization-15) | | [Bernoulli](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Bernoulli) | | | [BitShift](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitShift) | | | [BitwiseAnd](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitwiseAnd) | | | [BitwiseNot](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitwiseNot) | | | [BitwiseOr](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitwiseOr) | | | [BitwiseXor](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitwiseXor) | | | [BlackmanWindow](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BlackmanWindow) | | | [Cast](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Cast) | [6-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cast-6), [9-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cast-9), [13-18](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cast-13), [19-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cast-19), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cast-21) | | [CastLike](https://github.com/onnx/onnx/blob/main/docs/Operators.md#CastLike) | | | [Ceil](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Ceil) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Ceil-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Ceil-13) | | [Celu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Celu) | | | [CenterCropPad](https://github.com/onnx/onnx/blob/main/docs/Operators.md#CenterCropPad) | | | [Clip](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Clip) | [6-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Clip-6), [11](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Clip-11), [12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Clip-12), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Clip-13) | | [Col2Im](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Col2Im) | | | [Compress](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Compress) | | | [Concat](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Concat) | [4-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Concat-4), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Concat-11), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Concat-13) | | [ConcatFromSequence](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ConcatFromSequence) | | | [Constant](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Constant) | | | [ConstantOfShape](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ConstantOfShape) | | | [Conv](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Conv) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Conv-1), [11-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Conv-11), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Conv-22) | | [ConvInteger](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ConvInteger) | | | [ConvTranspose](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ConvTranspose) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ConvTranspose-1), [11-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ConvTranspose-11), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ConvTranspose-22) | | [Cos](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Cos) | [7-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cos-7), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cos-22) | | [Cosh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Cosh) | | | [CumSum](https://github.com/onnx/onnx/blob/main/docs/Operators.md#CumSum) | | | [DFT](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DFT) | | | [DeformConv](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DeformConv) | | | [DepthToSpace](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DepthToSpace) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#DepthToSpace-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#DepthToSpace-11), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#DepthToSpace-13) | | [DequantizeLinear](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DequantizeLinear) | | | [Det](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Det) | | | [Div](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Div) | [7-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Div-7), [13](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Div-13), [14+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Div-14) | | [Dropout](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Dropout) | [7-9](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Dropout-7), [10-11](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Dropout-10), [12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Dropout-12), [13-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Dropout-13), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Dropout-22) | | [DynamicQuantizeLinear](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DynamicQuantizeLinear) | | | [Einsum](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Einsum) | | | [Elu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Elu) | [6-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Elu-6), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Elu-22) | | [Equal](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Equal) | [7-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Equal-7), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Equal-11), [13-18](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Equal-13), [19+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Equal-19) | | [Erf](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Erf) | | | [Exp](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Exp) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Exp-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Exp-13) | | [Expand](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Expand) | | | [EyeLike](https://github.com/onnx/onnx/blob/main/docs/Operators.md#EyeLike) | | | [Flatten](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Flatten) | [1-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Flatten-1), [9-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Flatten-9), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Flatten-11), [13-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Flatten-13), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Flatten-21) | | [Floor](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Floor) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Floor-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Floor-13) | | [GRU](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GRU) | | | [Gather](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Gather) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Gather-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Gather-11), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Gather-13) | | [GatherElements](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GatherElements) | | | [GatherND](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GatherND) | | | [Gelu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Gelu) | | | [Gemm](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Gemm) | [7-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Gemm-7), [9-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Gemm-9), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Gemm-11), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Gemm-13) | | [GlobalAveragePool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GlobalAveragePool) | [1-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#GlobalAveragePool-1), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#GlobalAveragePool-22) | | [GlobalLpPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GlobalLpPool) | | | [GlobalMaxPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GlobalMaxPool) | [1-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#GlobalMaxPool-1), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#GlobalMaxPool-22) | | [Greater](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Greater) | [7-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Greater-7), [9-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Greater-9), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Greater-13) | | [GreaterOrEqual](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GreaterOrEqual) | | | [GridSample](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GridSample) | | | [GroupNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GroupNormalization) | | | [HammingWindow](https://github.com/onnx/onnx/blob/main/docs/Operators.md#HammingWindow) | | | [HannWindow](https://github.com/onnx/onnx/blob/main/docs/Operators.md#HannWindow) | | | [HardSigmoid](https://github.com/onnx/onnx/blob/main/docs/Operators.md#HardSigmoid) | | | [HardSwish](https://github.com/onnx/onnx/blob/main/docs/Operators.md#HardSwish) | | | [Hardmax](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Hardmax) | | | [Identity](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Identity) | [1-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Identity-1), [13](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Identity-13), [14-15](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Identity-14), [16-18](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Identity-16), [19-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Identity-19), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Identity-21) | | [If](https://github.com/onnx/onnx/blob/main/docs/Operators.md#If) | | | [ImageDecoder](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ImageDecoder) | | | [InstanceNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#InstanceNormalization) | [6-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#InstanceNormalization-6), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#InstanceNormalization-22) | | [IsInf](https://github.com/onnx/onnx/blob/main/docs/Operators.md#IsInf) | | | [IsNaN](https://github.com/onnx/onnx/blob/main/docs/Operators.md#IsNaN) | | | [LRN](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LRN) | [1-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#LRN-1), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#LRN-13) | | [LSTM](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LSTM) | | | [LayerNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LayerNormalization) | | | [LeakyRelu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LeakyRelu) | [6-15](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#LeakyRelu-6), [16+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#LeakyRelu-16) | | [Less](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Less) | [7-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Less-7), [9-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Less-9), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Less-13) | | [LessOrEqual](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LessOrEqual) | | | [Log](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Log) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Log-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Log-13) | | [LogSoftmax](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LogSoftmax) | | | [Loop](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Loop) | | | [LpNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LpNormalization) | | | [LpPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LpPool) | | | [MatMul](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MatMul) | [1-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MatMul-1), [9-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MatMul-9), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MatMul-13) | | [MatMulInteger](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MatMulInteger) | | | [Max](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Max) | | | [MaxPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MaxPool) | [1-7](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MaxPool-1), [8-9](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MaxPool-8), [10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MaxPool-10), [11](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MaxPool-11), [12-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MaxPool-12), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MaxPool-22) | | [MaxRoiPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MaxRoiPool) | | | [MaxUnpool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MaxUnpool) | | | [Mean](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Mean) | | | [MeanVarianceNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MeanVarianceNormalization) | | | [MelWeightMatrix](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MelWeightMatrix) | | | [Min](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Min) | | | [Mish](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Mish) | | | [Mod](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Mod) | | | [Mul](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Mul) | [7-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Mul-7), [13](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Mul-13), [14+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Mul-14) | | [Multinomial](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Multinomial) | | | [Neg](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Neg) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Neg-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Neg-13) | | [NegativeLogLikelihoodLoss](https://github.com/onnx/onnx/blob/main/docs/Operators.md#NegativeLogLikelihoodLoss) | | | [NonMaxSuppression](https://github.com/onnx/onnx/blob/main/docs/Operators.md#NonMaxSuppression) | | | [NonZero](https://github.com/onnx/onnx/blob/main/docs/Operators.md#NonZero) | | | [Not](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Not) | [1+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Not-1) | | [OneHot](https://github.com/onnx/onnx/blob/main/docs/Operators.md#OneHot) | | | [Optional](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Optional) | | | [OptionalGetElement](https://github.com/onnx/onnx/blob/main/docs/Operators.md#OptionalGetElement) | | | [OptionalHasElement](https://github.com/onnx/onnx/blob/main/docs/Operators.md#OptionalHasElement) | | | [Or](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Or) | [7+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Or-7) | | [PRelu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#PRelu) | [7-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#PRelu-7), [9-15](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#PRelu-9), [16+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#PRelu-16) | | [Pad](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Pad) | [2-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pad-2), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pad-11), [13-17](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pad-13), [18](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pad-18), [19-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pad-19), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pad-21) | | [Pow](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Pow) | [7-11](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pow-7), [12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pow-12), [13-14](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pow-13), [15+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pow-15) | | [QLinearConv](https://github.com/onnx/onnx/blob/main/docs/Operators.md#QLinearConv) | | | [QLinearMatMul](https://github.com/onnx/onnx/blob/main/docs/Operators.md#QLinearMatMul) | | | [QuantizeLinear](https://github.com/onnx/onnx/blob/main/docs/Operators.md#QuantizeLinear) | | | [RNN](https://github.com/onnx/onnx/blob/main/docs/Operators.md#RNN) | | | [RandomNormal](https://github.com/onnx/onnx/blob/main/docs/Operators.md#RandomNormal) | | | [RandomNormalLike](https://github.com/onnx/onnx/blob/main/docs/Operators.md#RandomNormalLike) | | | [RandomUniform](https://github.com/onnx/onnx/blob/main/docs/Operators.md#RandomUniform) | | | [RandomUniformLike](https://github.com/onnx/onnx/blob/main/docs/Operators.md#RandomUniformLike) | | | [Range](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Range) | | | [Reciprocal](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Reciprocal) | | | [ReduceL1](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceL1) | | | [ReduceL2](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceL2) | | | [ReduceLogSum](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceLogSum) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceLogSum-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceLogSum-11), [13-17](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceLogSum-13), [18+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceLogSum-18) | | [ReduceLogSumExp](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceLogSumExp) | | | [ReduceMax](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceMax) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMax-1), [11](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMax-11), [12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMax-12), [13-17](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMax-13), [18-19](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMax-18), [20+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMax-20) | | [ReduceMean](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceMean) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMean-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMean-11), [13-17](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMean-13), [18+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMean-18) | | [ReduceMin](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceMin) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMin-1), [11](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMin-11), [12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMin-12), [13-17](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMin-13), [18-19](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMin-18), [20+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMin-20) | | [ReduceProd](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceProd) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceProd-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceProd-11), [13-17](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceProd-13), [18+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceProd-18) | | [ReduceSum](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceSum) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceSum-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceSum-11) | | [ReduceSumSquare](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReduceSumSquare) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceSumSquare-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceSumSquare-11), [13-17](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceSumSquare-13), [18+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceSumSquare-18) | | [RegexFullMatch](https://github.com/onnx/onnx/blob/main/docs/Operators.md#RegexFullMatch) | | | [Relu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Relu) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Relu-6), [13](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Relu-13), [14+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Relu-14) | | [Reshape](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Reshape) | [5-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Reshape-5), [13](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Reshape-13), [14-18](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Reshape-14), [19-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Reshape-19), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Reshape-21) | | [Resize](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Resize) | [10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Resize-10), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Resize-11), [13-17](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Resize-13), [18](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Resize-18), [19+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Resize-19) | | [ReverseSequence](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ReverseSequence) | | | [RoiAlign](https://github.com/onnx/onnx/blob/main/docs/Operators.md#RoiAlign) | | | [Round](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Round) | | | [STFT](https://github.com/onnx/onnx/blob/main/docs/Operators.md#STFT) | | | [Scan](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Scan) | | | [Scatter](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Scatter) | | | [ScatterElements](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ScatterElements) | | | [ScatterND](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ScatterND) | | | [Selu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Selu) | | | [SequenceAt](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SequenceAt) | | | [SequenceConstruct](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SequenceConstruct) | | | [SequenceEmpty](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SequenceEmpty) | | | [SequenceErase](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SequenceErase) | | | [SequenceInsert](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SequenceInsert) | | | [SequenceLength](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SequenceLength) | | | [SequenceMap](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SequenceMap) | | | [Shape](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Shape) | [1-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Shape-1), [13-14](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Shape-13), [15-18](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Shape-15), [19-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Shape-19), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Shape-21) | | [Shrink](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Shrink) | | | [Sigmoid](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Sigmoid) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sigmoid-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sigmoid-13) | | [Sign](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Sign) | | | [Sin](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Sin) | [7-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sin-7), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sin-22) | | [Sinh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Sinh) | | | [Size](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Size) | | | [Slice](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Slice) | [1-9](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Slice-1), [10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Slice-10), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Slice-11), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Slice-13) | | [Softmax](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Softmax) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Softmax-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Softmax-11), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Softmax-13) | | [SoftmaxCrossEntropyLoss](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SoftmaxCrossEntropyLoss) | | | [Softplus](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Softplus) | | | [Softsign](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Softsign) | | | [SpaceToDepth](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SpaceToDepth) | | | [Split](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Split) | [2-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Split-2), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Split-11) | | [SplitToSequence](https://github.com/onnx/onnx/blob/main/docs/Operators.md#SplitToSequence) | | | [Sqrt](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Sqrt) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sqrt-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sqrt-13) | | [Squeeze](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Squeeze) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Squeeze-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Squeeze-11), [13-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Squeeze-13), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Squeeze-21) | | [StringConcat](https://github.com/onnx/onnx/blob/main/docs/Operators.md#StringConcat) | | | [StringNormalizer](https://github.com/onnx/onnx/blob/main/docs/Operators.md#StringNormalizer) | | | [StringSplit](https://github.com/onnx/onnx/blob/main/docs/Operators.md#StringSplit) | | | [Sub](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Sub) | [7-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sub-7), [13](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sub-13), [14+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sub-14) | | [Sum](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Sum) | [6-7](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sum-6), [8-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sum-8), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sum-13) | | [Tan](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Tan) | [7-21](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Tan-7), [22+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Tan-22) | | [Tanh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Tanh) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Tanh-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Tanh-13) | | [TfIdfVectorizer](https://github.com/onnx/onnx/blob/main/docs/Operators.md#TfIdfVectorizer) | | | [ThresholdedRelu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ThresholdedRelu) | | | [Tile](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Tile) | [6-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Tile-6), [13+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Tile-13) | | [TopK](https://github.com/onnx/onnx/blob/main/docs/Operators.md#TopK) | | | [Transpose](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Transpose) | [1-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Transpose-1), [13-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Transpose-13), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Transpose-21) | | [Trilu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Trilu) | | | [Unique](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Unique) | | | [Unsqueeze](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Unsqueeze) | [1-10](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Unsqueeze-1), [11-12](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Unsqueeze-11), [13-20](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Unsqueeze-13), [21+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Unsqueeze-21) | | [Upsample](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Upsample) | [7-8](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Upsample-7), [9](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Upsample-9) | | [Where](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Where) | | | [Xor](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Xor) | [7+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Xor-7) |