Abs |
13, 6, 1 |
13/6, 13/1, 6/1 |
Acos |
22, 7 |
22/7 |
Acosh |
22, 9 |
22/9 |
Add |
14, 13, 7, 6, 1 |
14/13, 14/7, 13/7, 14/6, 13/6, 7/6, 14/1, 13/1, 7/1, 6/1 |
AffineGrid |
20 |
|
And |
7, 1 |
7/1 |
ArgMax |
13, 12, 11, 1 |
13/12, 13/11, 12/11, 13/1, 12/1, 11/1 |
ArgMin |
13, 12, 11, 1 |
13/12, 13/11, 12/11, 13/1, 12/1, 11/1 |
Asin |
22, 7 |
22/7 |
Asinh |
22, 9 |
22/9 |
Atan |
22, 7 |
22/7 |
Atanh |
22, 9 |
22/9 |
AveragePool |
22, 19, 11, 10, 7, 1 |
22/19, 22/11, 19/11, 22/10, 19/10, 11/10, 22/7, 19/7, 11/7, 10/7, 22/1, 19/1, 11/1, 10/1, 7/1 |
BatchNormalization |
15, 14, 9, 7, 6, 1 |
15/14, 15/9, 14/9, 15/7, 14/7, 9/7, 15/6, 14/6, 9/6, 7/6, 15/1, 14/1, 9/1, 7/1, 6/1 |
Bernoulli |
22, 15 |
22/15 |
BitShift |
11 |
|
BitwiseAnd |
18 |
|
BitwiseNot |
18 |
|
BitwiseOr |
18 |
|
BitwiseXor |
18 |
|
BlackmanWindow |
17 |
|
Cast |
23, 21, 19, 13, 9, 6, 1 |
23/21, 23/19, 21/19, 23/13, 21/13, 19/13, 23/9, 21/9, 19/9, 13/9, 23/6, 21/6, 19/6, 13/6, 9/6, 23/1, 21/1, 19/1, 13/1, 9/1, 6/1 |
CastLike |
23, 21, 19, 15 |
23/21, 23/19, 21/19, 23/15, 21/15, 19/15 |
Ceil |
13, 6, 1 |
13/6, 13/1, 6/1 |
Celu |
12 |
|
CenterCropPad |
18 |
|
Clip |
13, 12, 11, 6, 1 |
13/12, 13/11, 12/11, 13/6, 12/6, 11/6, 13/1, 12/1, 11/1, 6/1 |
Col2Im |
18 |
|
Compress |
11, 9 |
11/9 |
Concat |
13, 11, 4, 1 |
13/11, 13/4, 11/4, 13/1, 11/1, 4/1 |
ConcatFromSequence |
11 |
|
Constant |
23, 21, 19, 13, 12, 11, 9, 1 |
23/21, 23/19, 21/19, 23/13, 21/13, 19/13, 23/12, 21/12, 19/12, 13/12, 23/11, 21/11, 19/11, 13/11, 12/11, 23/9, 21/9, 19/9, 13/9, 12/9, 11/9, 23/1, 21/1, 19/1, 13/1, 12/1, 11/1, 9/1 |
ConstantOfShape |
23, 21, 20, 9 |
23/21, 23/20, 21/20, 23/9, 21/9, 20/9 |
Conv |
22, 11, 1 |
22/11, 22/1, 11/1 |
ConvInteger |
10 |
|
ConvTranspose |
22, 11, 1 |
22/11, 22/1, 11/1 |
Cos |
22, 7 |
22/7 |
Cosh |
22, 9 |
22/9 |
CumSum |
14, 11 |
14/11 |
DFT |
20, 17 |
20/17 |
DeformConv |
22, 19 |
22/19 |
DepthToSpace |
13, 11, 1 |
13/11, 13/1, 11/1 |
DequantizeLinear |
23, 21, 19, 13, 10 |
23/21, 23/19, 21/19, 23/13, 21/13, 19/13, 23/10, 21/10, 19/10, 13/10 |
Det |
22, 11 |
22/11 |
Div |
14, 13, 7, 6, 1 |
14/13, 14/7, 13/7, 14/6, 13/6, 7/6, 14/1, 13/1, 7/1, 6/1 |
Dropout |
22, 13, 12, 10, 7, 6, 1 |
22/13, 22/12, 13/12, 22/10, 13/10, 12/10, 22/7, 13/7, 12/7, 10/7, 22/6, 13/6, 12/6, 10/6, 7/6, 22/1, 13/1, 12/1, 10/1, 7/1, 6/1 |
DynamicQuantizeLinear |
11 |
|
Einsum |
12 |
|
Elu |
22, 6, 1 |
22/6, 22/1, 6/1 |
Equal |
19, 13, 11, 7, 1 |
19/13, 19/11, 13/11, 19/7, 13/7, 11/7, 19/1, 13/1, 11/1, 7/1 |
Erf |
13, 9 |
13/9 |
Exp |
13, 6, 1 |
13/6, 13/1, 6/1 |
Expand |
13, 8 |
13/8 |
EyeLike |
22, 9 |
22/9 |
Flatten |
23, 21, 13, 11, 9, 1 |
23/21, 23/13, 21/13, 23/11, 21/11, 13/11, 23/9, 21/9, 13/9, 11/9, 23/1, 21/1, 13/1, 11/1, 9/1 |
Floor |
13, 6, 1 |
13/6, 13/1, 6/1 |
GRU |
22, 14, 7, 3, 1 |
22/14, 22/7, 14/7, 22/3, 14/3, 7/3, 22/1, 14/1, 7/1, 3/1 |
Gather |
13, 11, 1 |
13/11, 13/1, 11/1 |
GatherElements |
13, 11 |
13/11 |
GatherND |
13, 12, 11 |
13/12, 13/11, 12/11 |
Gelu |
20 |
|
Gemm |
13, 11, 9, 7, 6, 1 |
13/11, 13/9, 11/9, 13/7, 11/7, 9/7, 13/6, 11/6, 9/6, 7/6, 13/1, 11/1, 9/1, 7/1, 6/1 |
全局平均池化 (GlobalAveragePool) |
22, 1 |
22/1 |
全局Lp池化 (GlobalLpPool) |
22, 2, 1 |
22/2, 22/1, 2/1 |
全局最大池化 (GlobalMaxPool) |
22, 1 |
22/1 |
大于 (Greater) |
13, 9, 7, 1 |
13/9, 13/7, 9/7, 13/1, 9/1, 7/1 |
大于等于 (GreaterOrEqual) |
16, 12 |
16/12 |
网格采样 (GridSample) |
22, 20, 16 |
22/20, 22/16, 20/16 |
组归一化 (GroupNormalization) |
21, 18 |
21/18 |
汉明窗 (HammingWindow) |
17 |
|
汉宁窗 (HannWindow) |
17 |
|
硬Sigmoid (HardSigmoid) |
22, 6, 1 |
22/6, 22/1, 6/1 |
硬Swish (HardSwish) |
22, 14 |
22/14 |
硬最大值 (Hardmax) |
13, 11, 1 |
13/11, 13/1, 11/1 |
恒等 (Identity) |
23, 21, 19, 16, 14, 13, 1 |
23/21, 23/19, 21/19, 23/16, 21/16, 19/16, 23/14, 21/14, 19/14, 16/14, 23/13, 21/13, 19/13, 16/13, 14/13, 23/1, 21/1, 19/1, 16/1, 14/1, 13/1 |
如果 (If) |
23, 21, 19, 16, 13, 11, 1 |
23/21, 23/19, 21/19, 23/16, 21/16, 19/16, 23/13, 21/13, 19/13, 16/13, 23/11, 21/11, 19/11, 16/11, 13/11, 23/1, 21/1, 19/1, 16/1, 13/1, 11/1 |
图像解码器 (ImageDecoder) |
20 |
|
实例归一化 (InstanceNormalization) |
22, 6, 1 |
22/6, 22/1, 6/1 |
是否为无穷大 (IsInf) |
20, 10 |
20/10 |
是否为NaN (IsNaN) |
20, 13, 9 |
20/13, 20/9, 13/9 |
局部响应归一化 (LRN) |
13, 1 |
13/1 |
长短期记忆网络 (LSTM) |
22, 14, 7, 1 |
22/14, 22/7, 14/7, 22/1, 14/1, 7/1 |
层归一化 (LayerNormalization) |
17 |
|
泄露ReLU (LeakyRelu) |
16, 6, 1 |
16/6, 16/1, 6/1 |
小于 (Less) |
13, 9, 7, 1 |
13/9, 13/7, 9/7, 13/1, 9/1, 7/1 |
小于等于 (LessOrEqual) |
16, 12 |
16/12 |
对数 (Log) |
13, 6, 1 |
13/6, 13/1, 6/1 |
对数Softmax (LogSoftmax) |
13, 11, 1 |
13/11, 13/1, 11/1 |
循环 (Loop) |
23, 21, 19, 16, 13, 11, 1 |
23/21, 23/19, 21/19, 23/16, 21/16, 19/16, 23/13, 21/13, 19/13, 16/13, 23/11, 21/11, 19/11, 16/11, 13/11, 23/1, 21/1, 19/1, 16/1, 13/1, 11/1 |
Lp归一化 (LpNormalization) |
22, 1 |
22/1 |
Lp池化 (LpPool) |
22, 18, 11, 2, 1 |
22/18, 22/11, 18/11, 22/2, 18/2, 11/2, 22/1, 18/1, 11/1, 2/1 |
矩阵乘法 (MatMul) |
13, 9, 1 |
13/9, 13/1, 9/1 |
整数矩阵乘法 (MatMulInteger) |
10 |
|
最大值 (Max) |
13, 12, 8, 6, 1 |
13/12, 13/8, 12/8, 13/6, 12/6, 8/6, 13/1, 12/1, 8/1, 6/1 |
最大池化 (MaxPool) |
22, 12, 11, 10, 8, 1 |
22/12, 22/11, 12/11, 22/10, 12/10, 11/10, 22/8, 12/8, 11/8, 10/8, 22/1, 12/1, 11/1, 10/1, 8/1 |
最大RoI池化 (MaxRoiPool) |
22, 1 |
22/1 |
最大反池化 (MaxUnpool) |
22, 11, 9 |
22/11, 22/9, 11/9 |
平均值 (Mean) |
13, 8, 6, 1 |
13/8, 13/6, 8/6, 13/1, 8/1, 6/1 |
均值方差归一化 (MeanVarianceNormalization) |
13, 9 |
13/9 |
梅尔权重矩阵 (MelWeightMatrix) |
17 |
|
最小值 (Min) |
13, 12, 8, 6, 1 |
13/12, 13/8, 12/8, 13/6, 12/6, 8/6, 13/1, 12/1, 8/1, 6/1 |
Mish (Mish) |
22, 18 |
22/18 |
取模 (Mod) |
13, 10 |
13/10 |
乘法 (Mul) |
14, 13, 7, 6, 1 |
14/13, 14/7, 13/7, 14/6, 13/6, 7/6, 14/1, 13/1, 7/1, 6/1 |
多项式 (Multinomial) |
22, 7 |
22/7 |
负号 (Neg) |
13, 6, 1 |
13/6, 13/1, 6/1 |
负对数似然损失 (NegativeLogLikelihoodLoss) |
22, 13, 12 |
22/13, 22/12, 13/12 |
非最大值抑制 (NonMaxSuppression) |
11, 10 |
11/10 |
非零 (NonZero) |
13, 9 |
13/9 |
非 (Not) |
1 |
|
独热编码 (OneHot) |
11, 9 |
11/9 |
可选 (Optional) |
15 |
|
获取可选元素 (OptionalGetElement) |
18, 15 |
18/15 |
是否有可选元素 (OptionalHasElement) |
18, 15 |
18/15 |
或 (Or) |
7, 1 |
7/1 |
PReLU (PRelu) |
16, 9, 7, 6, 1 |
16/9, 16/7, 9/7, 16/6, 9/6, 7/6, 16/1, 9/1, 7/1, 6/1 |
填充 (Pad) |
23, 21, 19, 18, 13, 11, 2, 1 |
23/21, 23/19, 21/19, 23/18, 21/18, 19/18, 23/13, 21/13, 19/13, 18/13, 23/11, 21/11, 19/11, 18/11, 13/11, 23/2, 21/2, 19/2, 18/2, 13/2, 11/2, 23/1, 21/1, 19/1, 18/1, 13/1, 11/1, 2/1 |
幂 (Pow) |
15, 13, 12, 7, 1 |
15/13, 15/12, 13/12, 15/7, 13/7, 12/7, 15/1, 13/1, 12/1, 7/1 |
量化线性卷积 (QLinearConv) |
10 |
|
量化线性矩阵乘法 (QLinearMatMul) |
21, 10 |
21/10 |
量化线性 (QuantizeLinear) |
23, 21, 19, 13, 10 |
23/21, 23/19, 21/19, 23/13, 21/13, 19/13, 23/10, 21/10, 19/10, 13/10 |
循环神经网络 (RNN) |
22, 14, 7, 1 |
22/14, 22/7, 14/7, 22/1, 14/1, 7/1 |
随机正态分布 (RandomNormal) |
22, 1 |
22/1 |
类似随机正态分布 (RandomNormalLike) |
22, 1 |
22/1 |
随机均匀分布 (RandomUniform) |
22, 1 |
22/1 |
类似随机均匀分布 (RandomUniformLike)
|
22, 1 |
22/1 |
范围 |
11 |
|
倒数 |
13, 6, 1 |
13/6, 13/1, 6/1 |
ReduceL1 |
18, 13, 11, 1 |
18/13, 18/11, 13/11, 18/1, 13/1, 11/1 |
ReduceL2 |
18, 13, 11, 1 |
18/13, 18/11, 13/11, 18/1, 13/1, 11/1 |
ReduceLogSum |
18, 13, 11, 1 |
18/13, 18/11, 13/11, 18/1, 13/1, 11/1 |
ReduceLogSumExp |
18, 13, 11, 1 |
18/13, 18/11, 13/11, 18/1, 13/1, 11/1 |
ReduceMax |
20, 18, 13, 12, 11, 1 |
20/18, 20/13, 18/13, 20/12, 18/12, 13/12, 20/11, 18/11, 13/11, 12/11, 20/1, 18/1, 13/1, 12/1, 11/1 |
ReduceMean |
18, 13, 11, 1 |
18/13, 18/11, 13/11, 18/1, 13/1, 11/1 |
ReduceMin |
20, 18, 13, 12, 11, 1 |
20/18, 20/13, 18/13, 20/12, 18/12, 13/12, 20/11, 18/11, 13/11, 12/11, 20/1, 18/1, 13/1, 12/1, 11/1 |
ReduceProd |
18, 13, 11, 1 |
18/13, 18/11, 13/11, 18/1, 13/1, 11/1 |
ReduceSum |
13, 11, 1 |
13/11, 13/1, 11/1 |
ReduceSumSquare |
18, 13, 11, 1 |
18/13, 18/11, 13/11, 18/1, 13/1, 11/1 |
RegexFullMatch |
20 |
|
Relu |
14, 13, 6, 1 |
14/13, 14/6, 13/6, 14/1, 13/1, 6/1 |
Reshape |
23, 21, 19, 14, 13, 5, 1 |
23/21, 23/19, 21/19, 23/14, 21/14, 19/14, 23/13, 21/13, 19/13, 14/13, 23/5, 21/5, 19/5, 14/5, 13/5, 23/1, 21/1, 19/1, 14/1, 13/1, 5/1 |
Resize |
19, 18, 13, 11, 10 |
19/18, 19/13, 18/13, 19/11, 18/11, 13/11, 19/10, 18/10, 13/10, 11/10 |
ReverseSequence |
10 |
|
RoiAlign |
22, 16, 10 |
22/16, 22/10, 16/10 |
Round |
22, 11 |
22/11 |
STFT |
17 |
|
Scan |
23, 21, 19, 16, 11, 9, 8 |
23/21, 23/19, 21/19, 23/16, 21/16, 19/16, 23/11, 21/11, 19/11, 16/11, 23/9, 21/9, 19/9, 16/9, 11/9, 23/8, 21/8, 19/8, 16/8, 11/8, 9/8 |
Scatter |
11, 9 |
11/9 |
ScatterElements |
18, 16, 13, 11 |
18/16, 18/13, 16/13, 18/11, 16/11, 13/11 |
ScatterND |
18, 16, 13, 11 |
18/16, 18/13, 16/13, 18/11, 16/11, 13/11 |
Selu |
22, 6, 1 |
22/6, 22/1, 6/1 |
SequenceAt |
11 |
|
SequenceConstruct |
11 |
|
SequenceEmpty |
11 |
|
SequenceErase |
11 |
|
SequenceInsert |
11 |
|
SequenceLength |
11 |
|
SequenceMap |
17 |
|
Shape |
23, 21, 19, 15, 13, 1 |
23/21, 23/19, 21/19, 23/15, 21/15, 19/15, 23/13, 21/13, 19/13, 15/13, 23/1, 21/1, 19/1, 15/1, 13/1 |
Shrink |
9 |
|
Sigmoid |
13, 6, 1 |
13/6, 13/1, 6/1 |
Sign |
13, 9 |
13/9 |
Sin |
22, 7 |
22/7 |
Sinh |
22, 9 |
22/9 |
Size |
23, 21, 19, 13, 1 |
23/21, 23/19, 21/19, 23/13, 21/13, 19/13, 23/1, 21/1, 19/1, 13/1 |
Slice |
13, 11, 10, 1 |
13/11, 13/10, 11/10, 13/1, 11/1, 10/1 |
Softmax |
13, 11, 1 |
13/11, 13/1, 11/1 |
SoftmaxCrossEntropyLoss |
13, 12 |
13/12 |
Softplus |
22, 1 |
22/1 |
Softsign |
22, 1 |
22/1 |
SpaceToDepth |
13, 1 |
13/1 |
Split |
18, 13, 11, 2, 1 |
18/13, 18/11, 13/11, 18/2, 13/2, 11/2, 18/1, 13/1, 11/1, 2/1 |
SplitToSequence |
11 |
|
Sqrt |
13, 6, 1 |
13/6, 13/1, 6/1 |
Squeeze |
23, 21, 13, 11, 1 |
23/21, 23/13, 21/13, 23/11, 21/11, 13/11, 23/1, 21/1, 13/1, 11/1 |
StringConcat |
20 |
|
StringNormalizer |
10 |
|
StringSplit |
20 |
|
Sub |
14, 13, 7, 6, 1 |
14/13, 14/7, 13/7, 14/6, 13/6, 7/6, 14/1, 13/1, 7/1, 6/1 |
Sum |
13, 8, 6, 1 |
13/8, 13/6, 8/6, 13/1, 8/1, 6/1 |
Tan |
22, 7 |
22/7 |
Tanh |
13, 6, 1 |
13/6, 13/1, 6/1 |
TfIdfVectorizer |
9 |
|
ThresholdedRelu |
22, 10 |
22/10 |
Tile |
13, 6, 1 |
13/6, 13/1, 6/1 |
TopK |
11, 10, 1 |
11/10, 11/1, 10/1 |
Transpose |
23, 21, 13, 1 |
23/21, 23/13, 21/13, 23/1, 21/1, 13/1 |
Trilu |
14 |
|
Unique |
11 |
|
Unsqueeze |
23, 21, 13, 11, 1 |
23/21, 23/13, 21/13, 23/11, 21/11, 13/11, 23/1, 21/1, 13/1, 11/1 |
Upsample |
10, 9, 7, 1 |
10/9, 10/7, 9/7, 10/1, 9/1, 7/1 |
哪里 |
16, 9 |
16/9 |
异或 |
7, 1 |
7/1 |