onnxruntime/js/web/docs/webgl-operators.md
raoanag 424107a82a
Merge main to WindowsAI (#18122)
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31 KiB

Operators Support Table

The following table shows ai.onnx 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 for a list of the supported platforms.

This file is automatically generated from the def files via this script. Do not modify directly.

Operator WebGl Backend
Abs 6-12, 13+
Acos 7+
Acosh
Add 7-12, 13, 14+
AffineGrid
And 7+
ArgMax
ArgMin
Asin 7+
Asinh
Atan 7+
Atanh
AveragePool 7-9, 10, 11-18, 19+
BatchNormalization 7-8, 9-13, 14, 15+
Bernoulli
BitShift
BitwiseAnd
BitwiseNot
BitwiseOr
BitwiseXor
BlackmanWindow
Cast 6-8, 9-12, 13-18, 19+
CastLike
Ceil 6-12, 13+
Celu
CenterCropPad
Clip 6-10, 11, 12, 13+
Col2Im
Compress
Concat 4-10, 11-12, 13+
ConcatFromSequence
Constant
ConstantOfShape
Conv 1-10, 11+
ConvInteger
ConvTranspose 1-10, 11+
Cos 7+
Cosh
CumSum
DFT
DeformConv
DepthToSpace 1-10, 11-12, 13+
DequantizeLinear
Det
Div 7-12, 13, 14+
Dropout 7-9, 10-11, 12, 13+
DynamicQuantizeLinear
Einsum
Elu 6+
Equal 7-10, 11-12, 13-18, 19+
Erf
Exp 6-12, 13+
Expand
EyeLike
Flatten 1-8, 9-10, 11-12, 13+
Floor 6-12, 13+
GRU
Gather 1-10, 11-12, 13+
GatherElements
GatherND
Gelu
Gemm 7-8, 9-10, 11-12, 13+
GlobalAveragePool 1+
GlobalLpPool
GlobalMaxPool 1+
Greater 7-8, 9-12, 13+
GreaterOrEqual
GridSample
GroupNormalization
HammingWindow
HannWindow
HardSigmoid
HardSwish
Hardmax
Identity 1-12, 13, 14-15, 16-18, 19+
If
ImageDecoder
InstanceNormalization 6+
IsInf
IsNaN
LRN 1-12, 13+
LSTM
LayerNormalization
LeakyRelu 6-15, 16+
Less 7-8, 9-12, 13+
LessOrEqual
Log 6-12, 13+
LogSoftmax
Loop
LpNormalization
LpPool
MatMul 1-8, 9-12, 13+
MatMulInteger
Max
MaxPool 1-7, 8-9, 10, 11, 12+
MaxRoiPool
MaxUnpool
Mean
MeanVarianceNormalization
MelWeightMatrix
Min
Mish
Mod
Mul 7-12, 13, 14+
Multinomial
Neg 6-12, 13+
NegativeLogLikelihoodLoss
NonMaxSuppression
NonZero
Not 1+
OneHot
Optional
OptionalGetElement
OptionalHasElement
Or 7+
PRelu 7-8, 9-15, 16+
Pad 2-10, 11-12, 13-17, 18, 19+
Pow 7-11, 12, 13-14, 15+
QLinearConv
QLinearMatMul
QuantizeLinear
RNN
RandomNormal
RandomNormalLike
RandomUniform
RandomUniformLike
Range
Reciprocal
ReduceL1
ReduceL2
ReduceLogSum 1-10, 11-12, 13-17, 18+
ReduceLogSumExp
ReduceMax 1-10, 11, 12, 13-17, 18-19, 20+
ReduceMean 1-10, 11-12, 13-17, 18+
ReduceMin 1-10, 11, 12, 13-17, 18-19, 20+
ReduceProd 1-10, 11-12, 13-17, 18+
ReduceSum 1-10, 11-12
ReduceSumSquare 1-10, 11-12, 13-17, 18+
RegexFullMatch
Relu 6-12, 13, 14+
Reshape 5-12, 13, 14-18, 19+
Resize 10, 11-12, 13-17, 18, 19+
ReverseSequence
RoiAlign
Round
STFT
Scan
Scatter
ScatterElements
ScatterND
Selu
SequenceAt
SequenceConstruct
SequenceEmpty
SequenceErase
SequenceInsert
SequenceLength
SequenceMap
Shape 1-12, 13-14, 15-18, 19+
Shrink
Sigmoid 6-12, 13+
Sign
Sin 7+
Sinh
Size
Slice 1-9, 10, 11-12, 13+
Softmax 1-10, 11-12, 13+
SoftmaxCrossEntropyLoss
Softplus
Softsign
SpaceToDepth
Split 2-10, 11-12
SplitToSequence
Sqrt 6-12, 13+
Squeeze 1-10, 11-12, 13+
StringConcat
StringNormalizer
StringSplit
Sub 7-12, 13, 14+
Sum 6-7, 8-12, 13+
Tan 7+
Tanh 6-12, 13+
TfIdfVectorizer
ThresholdedRelu
Tile 6-12, 13+
TopK
Transpose 1-12, 13+
Trilu
Unique
Unsqueeze 1-10, 11-12, 13+
Upsample 7-8, 9
Where
Xor 7+