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6cdf071a94
### Description Cherry-picks 26 commits to the release branch. Most cherry-picks are clean merges. Except: 1. When I got conflicts in cgmanifest.json and download-deps.yml, I choose to ignore the conflicts and regenerate the two files 2. There were some conflicts in cmake/deps.txt, onnxruntime_c_api.cc PR list: [js/webgpu] fix Transpose with non-float tensor (#15819) [js/web] fix terser reserved symbols for worker (#15864) [JSEP] fix constructor for OrtDevice (#15805) Bump engine.io from 6.4.1 to 6.4.2 in /js/web (#15799) Bump engine.io from 6.4.0 to 6.4.2 in /onnxruntime/test/wasm (#15798) [wasm] revert emsdk to v3.1.19 (#15793) [wasm/JSEP] add threaded build to artifacts (#15777) [js/web] add target ort.webgpu.min.js (#15780) update ort extensions to 94142d8391c9791ec71c38336436319a2d4ac7a0 (#15688) fix: setting builder optimization level to TRT 8.6 default (#15897) Adust GetVersionString() GetBuildInfoString() signatures and move them to OrtApi (#15921) Fix segfault for multiple GPU run (regression) (#15823) android package fix (#15999) [CoreML EP] Minor changes to allow CoreML EP to handle more nodes and models. (#15993) Adding support for conv fp16 fusion on Resnet50v1 (#15474) update onnx release 1.14 for docker files (#15680) Avoid generating training documentation during packaging (#15795) Update Conv-Add-Relu Fusion Transformation (#15834) Fix symbolic shape infer empty value_info (#15842) NhwcFusedConv: Add before Activation (#15837) use __hmul2 instead of __hmul2_rn (#15852) change the EP device to default OrtDevice() for memoryType equals CPU Input (#15903) Fixing NhwcFusedConv fp16 (#15950) fix topo sort in quantization tool (#16003) [doc] add LeakyRelu to coreml supported ops (#15944) [DML EP] Add frequent upload heap flushing (#15960) Co-authored-by: Yulong Wang Co-authored-by: dependabot[bot] Co-authored-by: Guenther Schmuelling Co-authored-by: Shalva Mist Co-authored-by: Maximilian Müller Co-authored-by: Dmitri Smirnov Co-authored-by: pengwa Co-authored-by: Ashwini Khade Co-authored-by: Edward Chen Co-authored-by: Jian Chen Co-authored-by: liqun Fu Co-authored-by: Baiju Meswani Co-authored-by: Tianlei Wu Co-authored-by: Chen Fu Co-authored-by: Ye Wang Co-authored-by: cao lei Co-authored-by: Yufeng Li Co-authored-by: Rachel Guo Co-authored-by: Patrice Vignola
197 lines
30 KiB
Markdown
197 lines
30 KiB
Markdown
## Operators Support Table
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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.
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See [Compatibility](../README.md#Compatibility) for a list of the supported platforms.
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*This file is automatically generated from the def files via [this script](../script/generate-operator-md.ts). Do not modify directly.*
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| Operator | WebGl Backend |
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|:--------:|:-------------:|
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| [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) |
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| [Acos](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Acos) | [7+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Acos-7) |
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| [Acosh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Acosh) | |
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| [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) |
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| [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) |
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| [ArgMax](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ArgMax) | |
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| [ArgMin](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ArgMin) | |
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| [Asin](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Asin) | [7+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Asin-7) |
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| [Asinh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Asinh) | |
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| [Atan](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Atan) | [7+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Atan-7) |
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| [Atanh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Atanh) | |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#AveragePool-19) |
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| [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) |
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| [Bernoulli](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Bernoulli) | |
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| [BitShift](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitShift) | |
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| [BitwiseAnd](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitwiseAnd) | |
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| [BitwiseNot](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitwiseNot) | |
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| [BitwiseOr](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitwiseOr) | |
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| [BitwiseXor](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BitwiseXor) | |
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| [BlackmanWindow](https://github.com/onnx/onnx/blob/main/docs/Operators.md#BlackmanWindow) | |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cast-19) |
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| [CastLike](https://github.com/onnx/onnx/blob/main/docs/Operators.md#CastLike) | |
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| [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) |
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| [Celu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Celu) | |
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| [CenterCropPad](https://github.com/onnx/onnx/blob/main/docs/Operators.md#CenterCropPad) | |
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| [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) |
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| [Col2Im](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Col2Im) | |
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| [Compress](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Compress) | |
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| [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) |
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| [ConcatFromSequence](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ConcatFromSequence) | |
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| [Constant](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Constant) | |
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| [ConstantOfShape](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ConstantOfShape) | |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Conv-11) |
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| [ConvInteger](https://github.com/onnx/onnx/blob/main/docs/Operators.md#ConvInteger) | |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ConvTranspose-11) |
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| [Cos](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Cos) | [7+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Cos-7) |
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| [Cosh](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Cosh) | |
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| [CumSum](https://github.com/onnx/onnx/blob/main/docs/Operators.md#CumSum) | |
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| [DFT](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DFT) | |
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| [DeformConv](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DeformConv) | |
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| [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) |
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| [DequantizeLinear](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DequantizeLinear) | |
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| [Det](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Det) | |
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| [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) |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Dropout-13) |
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| [DynamicQuantizeLinear](https://github.com/onnx/onnx/blob/main/docs/Operators.md#DynamicQuantizeLinear) | |
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| [Einsum](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Einsum) | |
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| [Elu](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Elu) | [6+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Elu-6) |
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| [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) |
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| [Erf](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Erf) | |
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| [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) |
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| [Expand](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Expand) | |
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| [EyeLike](https://github.com/onnx/onnx/blob/main/docs/Operators.md#EyeLike) | |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Flatten-13) |
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| [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) |
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| [GRU](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GRU) | |
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| [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) |
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| [GatherElements](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GatherElements) | |
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| [GatherND](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GatherND) | |
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| [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) |
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| [GlobalAveragePool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GlobalAveragePool) | [1+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#GlobalAveragePool-1) |
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| [GlobalLpPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GlobalLpPool) | |
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| [GlobalMaxPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GlobalMaxPool) | [1+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#GlobalMaxPool-1) |
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| [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) |
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| [GreaterOrEqual](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GreaterOrEqual) | |
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| [GridSample](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GridSample) | |
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| [GroupNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#GroupNormalization) | |
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| [HammingWindow](https://github.com/onnx/onnx/blob/main/docs/Operators.md#HammingWindow) | |
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| [HannWindow](https://github.com/onnx/onnx/blob/main/docs/Operators.md#HannWindow) | |
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| [HardSigmoid](https://github.com/onnx/onnx/blob/main/docs/Operators.md#HardSigmoid) | |
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| [HardSwish](https://github.com/onnx/onnx/blob/main/docs/Operators.md#HardSwish) | |
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| [Hardmax](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Hardmax) | |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Identity-19) |
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| [If](https://github.com/onnx/onnx/blob/main/docs/Operators.md#If) | |
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| [InstanceNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#InstanceNormalization) | [6+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#InstanceNormalization-6) |
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| [IsInf](https://github.com/onnx/onnx/blob/main/docs/Operators.md#IsInf) | |
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| [IsNaN](https://github.com/onnx/onnx/blob/main/docs/Operators.md#IsNaN) | |
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| [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) |
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| [LSTM](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LSTM) | |
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| [LayerNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LayerNormalization) | |
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| [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) |
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| [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) |
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| [LessOrEqual](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LessOrEqual) | |
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| [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) |
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| [LogSoftmax](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LogSoftmax) | |
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| [Loop](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Loop) | |
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| [LpNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LpNormalization) | |
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| [LpPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#LpPool) | |
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| [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) |
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| [MatMulInteger](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MatMulInteger) | |
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| [Max](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Max) | |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#MaxPool-12) |
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| [MaxRoiPool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MaxRoiPool) | |
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| [MaxUnpool](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MaxUnpool) | |
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| [Mean](https://github.com/onnx/onnx/blob/main/docs/Operators.md#Mean) | |
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| [MeanVarianceNormalization](https://github.com/onnx/onnx/blob/main/docs/Operators.md#MeanVarianceNormalization) | |
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| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Pad-19) |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMax-18) |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#ReduceMin-18) |
|
|
| [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) |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Reshape-19) |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Shape-19) |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Sin-7) |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Squeeze-13) |
|
|
| [StringNormalizer](https://github.com/onnx/onnx/blob/main/docs/Operators.md#StringNormalizer) | |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Tan-7) |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Transpose-13) |
|
|
| [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+](https://github.com/onnx/onnx/blob/main/docs/Changelog.md#Unsqueeze-13) |
|
|
| [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) |
|