本文通过此脚本从def文件自动生成。不要直接修改，而是编辑算子定义。

对于算子输入/输出的可辩别的，它可以是可辩别的、不可辩别的或未定义的。如果未指定变量的可辩别的，则该变量具有未定义的可辩别的。

ai.onnx (default)

Operator	Since version
Abs	13, 6, 1
Acos	7
Acosh	9
Add	13, 7, 6, 1
And	7, 1
ArgMax	13, 12, 11, 1
ArgMin	13, 12, 11, 1
Asin	7
Asinh	9
Atan	7
Atanh	9
AveragePool	11, 10, 7, 1
BatchNormalization	9, 7, 6, 1
BitShift	11
Cast	13, 9, 6, 1
Ceil	13, 6, 1
Clip	13, 12, 11, 6, 1
Compress	11, 9
Concat	13, 11, 4, 1
ConcatFromSequence	11
Constant	13, 12, 11, 9, 1
ConstantOfShape	9
Conv	11, 1
ConvInteger	10
ConvTranspose	11, 1
Cos	7
Cosh	9
CumSum	11
DepthToSpace	13, 11, 1
DequantizeLinear	13, 10
Det	11
Div	13, 7, 6, 1
Dropout	13, 12, 10, 7, 6, 1
Einsum	12
Elu	6, 1
Equal	13, 11, 7, 1
Erf	13, 9
Exp	13, 6, 1
Expand	13, 8
EyeLike	9
Flatten	13, 11, 9, 1
Floor	13, 6, 1
GRU	7, 3, 1
Gather	13, 11, 1
GatherElements	13, 11
GatherND	13, 12, 11
Gemm	13, 11, 9, 7, 6, 1
GlobalAveragePool	1
GlobalLpPool	2, 1
GlobalMaxPool	1
Greater	13, 9, 7, 1
HardSigmoid	6, 1
Hardmax	13, 11, 1
Identity	13, 1
If	13, 11, 1
InstanceNormalization	6, 1
IsInf	10
IsNaN	13, 9
LRN	13, 1
LSTM	7, 1
LeakyRelu	6, 1
Less	13, 9, 7, 1
Log	13, 6, 1
Loop	13, 11, 1
LpNormalization	1
LpPool	11, 2, 1
MatMul	13, 9, 1
MatMulInteger	10
Max	13, 12, 8, 6, 1
MaxPool	12, 11, 10, 8, 1
MaxRoiPool	1
MaxUnpool	11, 9
Mean	13, 8, 6, 1
Min	13, 12, 8, 6, 1
Mod	13, 10
Mul	13, 7, 6, 1
Multinomial	7
Neg	13, 6, 1
NonMaxSuppression	11, 10
NonZero	13, 9
Not	1
OneHot	11, 9
Or	7, 1
PRelu	9, 7, 6, 1
Pad	13, 11, 2, 1
Pow	13, 12, 7, 1
QLinearConv	10
QLinearMatMul	10
QuantizeLinear	13, 10
RNN	7, 1
RandomNormal	1
RandomNormalLike	1
RandomUniform	1
RandomUniformLike	1
Reciprocal	13, 6, 1
ReduceL1	13, 11, 1
ReduceL2	13, 11, 1
ReduceLogSum	13, 11, 1
ReduceLogSumExp	13, 11, 1
ReduceMax	13, 12, 11, 1
ReduceMean	13, 11, 1
ReduceMin	13, 12, 11, 1
ReduceProd	13, 11, 1
ReduceSum	13, 11, 1
ReduceSumSquare	13, 11, 1
Relu	13, 6, 1
Reshape	13, 5, 1
Resize	13, 11, 10
ReverseSequence	10
RoiAlign	10
Round	11
Scan	11, 9, 8
Scatter (deprecated)	11, 9
ScatterElements	13, 11
ScatterND	13, 11
Selu	6, 1
SequenceAt	11
SequenceConstruct	11
SequenceEmpty	11
SequenceErase	11
SequenceInsert	11
SequenceLength	11
Shape	13, 1
Shrink	9
Sigmoid	13, 6, 1
Sign	13, 9
Sin	7
Sinh	9
Size	13, 1
Slice	13, 11, 10, 1
Softplus	1
Softsign	1
SpaceToDepth	13, 1
Split	13, 11, 2, 1
SplitToSequence	11
Sqrt	13, 6, 1
Squeeze	13, 11, 1
StringNormalizer	10
Sub	13, 7, 6, 1
Sum	13, 8, 6, 1
Tan	7
Tanh	13, 6, 1
TfIdfVectorizer	9
ThresholdedRelu	10
Tile	13, 6, 1
TopK	11, 10, 1
Transpose	13, 1
Unique	11
Unsqueeze	13, 11, 1
Upsample (deprecated)	10, 9, 7
Where	9
Xor	7, 1
Function	Since version
Celu	12
DynamicQuantizeLinear	11
GreaterOrEqual	12
LessOrEqual	12
LogSoftmax	13, 11, 1
MeanVarianceNormalization	13, 9
NegativeLogLikelihoodLoss	13, 12
Range	11
Softmax	13, 11, 1
SoftmaxCrossEntropyLoss	13, 12

ai.onnx.preview.training

Operator	Since version
ai.onnx.preview.training.Adagrad	1
ai.onnx.preview.training.Adam	1
ai.onnx.preview.training.Gradient	1
ai.onnx.preview.training.Momentum	1

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