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* release 1.10.0 Signed-off-by: degaochu <degaochu@cn.ibm.com> * release 1.10.0 Signed-off-by: degaochu <degaochu@cn.ibm.com> * release 1.10.0 Signed-off-by: degaochu <degaochu@cn.ibm.com> * release 1.10.0 Signed-off-by: degaochu <degaochu@cn.ibm.com>
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| 1.9.0 | ||
| 1.10.2 |
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| 1.10.0 |
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| # ONNX-Tensorflow Support Status | ||
| ||| | ||
| |-:|:-| | ||
| |ONNX-Tensorflow Version|v1.10.0| | ||
| |ONNX Version|1.10.2| | ||
| |Tensorflow Version|v2.8.0| | ||
|
|
||
| Notes: | ||
| * Values that are new or updated from a previous opset version are in bold. | ||
| * -: not defined in corresponding ONNX opset version | ||
| * \*: the operator is deprecated | ||
| * :small_red_triangle:: not supported yet | ||
| * :small_orange_diamond:: partially supported | ||
| * the rest are all supported | ||
|
|
||
| |||||||||||||||||| | ||
| |:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:|:-:| | ||
| |**ONNX Operator**|**Opset 1**|**Opset 2**|**Opset 3**|**Opset 4**|**Opset 5**|**Opset 6**|**Opset 7**|**Opset 8**|**Opset 9**|**Opset 10**|**Opset 11**|**Opset 12**|**Opset 13**|**Opset 14**|**Opset 15**|**ONNX Operator**| | ||
| |Abs|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Abs| | ||
| |Acos|-|-|-|-|-|-|**7**|7|7|7|7|7|7|7|7|Acos| | ||
| |Acosh|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|Acosh| | ||
| |Add|**1**|1|1|1|1|**6**|**7**|7|7|7|7|7|**13**|**14**|14|Add| | ||
| |And|**1**|1|1|1|1|1|**7**|7|7|7|7|7|7|7|7|And| | ||
| |ArgMax|**1**|1|1|1|1|1|1|1|1|1|**11**|**12**|**13**|13|13|ArgMax| | ||
| |ArgMin|**1**|1|1|1|1|1|1|1|1|1|**11**|**12**|**13**|13|13|ArgMin| | ||
| |Asin|-|-|-|-|-|-|**7**|7|7|7|7|7|7|7|7|Asin| | ||
| |Asinh|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|Asinh| | ||
| |Atan|-|-|-|-|-|-|**7**|7|7|7|7|7|7|7|7|Atan| | ||
| |Atanh|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|Atanh| | ||
| |AveragePool|**1**|1|1|1|1|1|**7**|7|7|**10**|**11**|11|11|11|11|AveragePool| | ||
| |BatchNormalization|**1**:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|**6**:small_orange_diamond:|**7**:small_orange_diamond:|7:small_orange_diamond:|**9**:small_orange_diamond:|9:small_orange_diamond:|9:small_orange_diamond:|9:small_orange_diamond:|9:small_orange_diamond:|**14**:small_orange_diamond:|**15**:small_orange_diamond:|BatchNormalization| | ||
| |Bernoulli|-|-|-|-|-|-|-|-|-|-|-|-|-|-|**15**:small_orange_diamond:|Bernoulli| | ||
| |BitShift|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|BitShift| | ||
| |Cast|**1**:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|**6**:small_orange_diamond:|6:small_orange_diamond:|6:small_orange_diamond:|**9**:small_orange_diamond:|9:small_orange_diamond:|9:small_orange_diamond:|9:small_orange_diamond:|**13**:small_orange_diamond:|13:small_orange_diamond:|13:small_orange_diamond:|Cast| | ||
| |CastLike|-|-|-|-|-|-|-|-|-|-|-|-|-|-|**15**:small_orange_diamond:|CastLike| | ||
| |Ceil|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Ceil| | ||
| |Celu|-|-|-|-|-|-|-|-|-|-|-|**12**|12|12|12|Celu| | ||
| |Clip|**1**|1|1|1|1|**6**|6|6|6|6|**11**|**12**|**13**|13|13|Clip| | ||
| |Compress|-|-|-|-|-|-|-|-|**9**|9|**11**|11|11|11|11|Compress| | ||
| |Concat|**1**|1|1|**4**|4|4|4|4|4|4|**11**|11|**13**|13|13|Concat| | ||
| |ConcatFromSequence|-|-|-|-|-|-|-|-|-|-|**11**:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|ConcatFromSequence| | ||
| |Constant|**1**|1|1|1|1|1|1|1|**9**|9|**11**|**12**|**13**|13|13|Constant| | ||
| |ConstantOfShape|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|ConstantOfShape| | ||
| |Conv|**1**|1|1|1|1|1|1|1|1|1|**11**|11|11|11|11|Conv| | ||
| |ConvInteger|-|-|-|-|-|-|-|-|-|**10**|10|10|10|10|10|ConvInteger| | ||
| |ConvTranspose|**1**:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|**11**:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|ConvTranspose| | ||
| |Cos|-|-|-|-|-|-|**7**|7|7|7|7|7|7|7|7|Cos| | ||
| |Cosh|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|Cosh| | ||
| |CumSum|-|-|-|-|-|-|-|-|-|-|**11**|11|11|**14**|14|CumSum| | ||
| |DepthToSpace|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|DepthToSpace| | ||
| |DequantizeLinear|-|-|-|-|-|-|-|-|-|**10**|10|10|**13**|13|13|DequantizeLinear| | ||
| |Det|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|Det| | ||
| |Div|**1**|1|1|1|1|**6**|**7**|7|7|7|7|7|**13**|**14**|14|Div| | ||
| |Dropout|**1**|1|1|1|1|**6**|**7**|7|7|**10**|10|**12**|**13**|13|13|Dropout| | ||
| |DynamicQuantizeLinear|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|DynamicQuantizeLinear| | ||
| |Einsum|-|-|-|-|-|-|-|-|-|-|-|**12**|12|12|12|Einsum| | ||
| |Elu|**1**|1|1|1|1|**6**|6|6|6|6|6|6|6|6|6|Elu| | ||
| |Equal|**1**|1|1|1|1|1|**7**|7|7|7|**11**|11|**13**|13|13|Equal| | ||
| |Erf|-|-|-|-|-|-|-|-|**9**|9|9|9|**13**|13|13|Erf| | ||
| |Exp|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Exp| | ||
| |Expand|-|-|-|-|-|-|-|**8**|8|8|8|8|**13**|13|13|Expand| | ||
| |EyeLike|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|EyeLike| | ||
| |Flatten|**1**|1|1|1|1|1|1|1|**9**|9|**11**|11|**13**|13|13|Flatten| | ||
| |Floor|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Floor| | ||
| |GRU|**1**:small_orange_diamond:|1:small_orange_diamond:|**3**:small_orange_diamond:|3:small_orange_diamond:|3:small_orange_diamond:|3:small_orange_diamond:|**7**:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|**14**:small_orange_diamond:|14:small_orange_diamond:|GRU| | ||
| |Gather|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|Gather| | ||
| |GatherElements|-|-|-|-|-|-|-|-|-|-|**11**|11|**13**|13|13|GatherElements| | ||
| |GatherND|-|-|-|-|-|-|-|-|-|-|**11**|**12**|**13**|13|13|GatherND| | ||
| |Gemm|**1**|1|1|1|1|**6**|**7**|7|**9**|9|**11**|11|**13**|13|13|Gemm| | ||
| |GlobalAveragePool|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|GlobalAveragePool| | ||
| |GlobalLpPool|**1**|**2**|2|2|2|2|2|2|2|2|2|2|2|2|2|GlobalLpPool| | ||
| |GlobalMaxPool|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|GlobalMaxPool| | ||
| |Greater|**1**|1|1|1|1|1|**7**|7|**9**|9|9|9|**13**|13|13|Greater| | ||
| |GreaterOrEqual|-|-|-|-|-|-|-|-|-|-|-|**12**|12|12|12|GreaterOrEqual| | ||
| |HardSigmoid|**1**|1|1|1|1|**6**|6|6|6|6|6|6|6|6|6|HardSigmoid| | ||
| |HardSwish|-|-|-|-|-|-|-|-|-|-|-|-|-|**14**|14|HardSwish| | ||
| |Hardmax|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|Hardmax| | ||
| |Identity|**1**|1|1|1|1|1|1|1|1|1|1|1|**13**|**14**|14|Identity| | ||
| |If|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|If| | ||
| |InstanceNormalization|**1**|1|1|1|1|**6**|6|6|6|6|6|6|6|6|6|InstanceNormalization| | ||
| |IsInf|-|-|-|-|-|-|-|-|-|**10**|10|10|10|10|10|IsInf| | ||
| |IsNaN|-|-|-|-|-|-|-|-|**9**|9|9|9|**13**|13|13|IsNaN| | ||
| |LRN|**1**|1|1|1|1|1|1|1|1|1|1|1|**13**|13|13|LRN| | ||
| |LSTM|**1**:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|**7**:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|**14**:small_orange_diamond:|14:small_orange_diamond:|LSTM| | ||
| |LeakyRelu|**1**|1|1|1|1|**6**|6|6|6|6|6|6|6|6|6|LeakyRelu| | ||
| |Less|**1**|1|1|1|1|1|**7**|7|**9**|9|9|9|**13**|13|13|Less| | ||
| |LessOrEqual|-|-|-|-|-|-|-|-|-|-|-|**12**|12|12|12|LessOrEqual| | ||
| |Log|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Log| | ||
| |LogSoftmax|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|LogSoftmax| | ||
| |Loop|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|Loop| | ||
| |LpNormalization|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|LpNormalization| | ||
| |LpPool|**1**|**2**|2|2|2|2|2|2|2|2|**11**|11|11|11|11|LpPool| | ||
| |MatMul|**1**|1|1|1|1|1|1|1|**9**|9|9|9|**13**|13|13|MatMul| | ||
| |MatMulInteger|-|-|-|-|-|-|-|-|-|**10**|10|10|10|10|10|MatMulInteger| | ||
| |Max|**1**|1|1|1|1|**6**|6|**8**|8|8|8|**12**|**13**|13|13|Max| | ||
| |MaxPool|**1**:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|**8**:small_orange_diamond:|8:small_orange_diamond:|**10**:small_orange_diamond:|**11**:small_orange_diamond:|**12**:small_orange_diamond:|12:small_orange_diamond:|12:small_orange_diamond:|12:small_orange_diamond:|MaxPool| | ||
| |MaxRoiPool|**1**:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|MaxRoiPool| | ||
| |MaxUnpool|-|-|-|-|-|-|-|-|**9**|9|**11**|11|11|11|11|MaxUnpool| | ||
| |Mean|**1**|1|1|1|1|**6**|6|**8**|8|8|8|8|**13**|13|13|Mean| | ||
| |MeanVarianceNormalization|-|-|-|-|-|-|-|-|**9**|9|9|9|**13**|13|13|MeanVarianceNormalization| | ||
| |Min|**1**|1|1|1|1|**6**|6|**8**|8|8|8|**12**|**13**|13|13|Min| | ||
| |Mod|-|-|-|-|-|-|-|-|-|**10**|10|10|**13**|13|13|Mod| | ||
| |Mul|**1**|1|1|1|1|**6**|**7**|7|7|7|7|7|**13**|**14**|14|Mul| | ||
| |Multinomial|-|-|-|-|-|-|**7**|7|7|7|7|7|7|7|7|Multinomial| | ||
| |Neg|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Neg| | ||
| |NegativeLogLikelihoodLoss|-|-|-|-|-|-|-|-|-|-|-|**12**:small_red_triangle:|**13**:small_red_triangle:|13:small_red_triangle:|13:small_red_triangle:|NegativeLogLikelihoodLoss| | ||
| |NonMaxSuppression|-|-|-|-|-|-|-|-|-|**10**|**11**|11|11|11|11|NonMaxSuppression| | ||
| |NonZero|-|-|-|-|-|-|-|-|**9**|9|9|9|**13**|13|13|NonZero| | ||
| |Not|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|Not| | ||
| |OneHot|-|-|-|-|-|-|-|-|**9**|9|**11**|11|11|11|11|OneHot| | ||
| |Optional|-|-|-|-|-|-|-|-|-|-|-|-|-|-|**15**|Optional| | ||
| |OptionalGetElement|-|-|-|-|-|-|-|-|-|-|-|-|-|-|**15**|OptionalGetElement| | ||
| |OptionalHasElement|-|-|-|-|-|-|-|-|-|-|-|-|-|-|**15**|OptionalHasElement| | ||
| |Or|**1**|1|1|1|1|1|**7**|7|7|7|7|7|7|7|7|Or| | ||
| |PRelu|**1**|1|1|1|1|**6**|**7**|7|**9**|9|9|9|9|9|9|PRelu| | ||
| |Pad|**1**|**2**|2|2|2|2|2|2|2|2|**11**|11|**13**|13|13|Pad| | ||
| |Pow|**1**|1|1|1|1|1|**7**|7|7|7|7|**12**|**13**|13|**15**|Pow| | ||
| |QLinearConv|-|-|-|-|-|-|-|-|-|**10**|10|10|10|10|10|QLinearConv| | ||
| |QLinearMatMul|-|-|-|-|-|-|-|-|-|**10**|10|10|10|10|10|QLinearMatMul| | ||
| |QuantizeLinear|-|-|-|-|-|-|-|-|-|**10**|10|10|**13**|13|13|QuantizeLinear| | ||
| |RNN|**1**:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|1:small_orange_diamond:|**7**:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|7:small_orange_diamond:|**14**:small_orange_diamond:|14:small_orange_diamond:|RNN| | ||
| |RandomNormal|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|RandomNormal| | ||
| |RandomNormalLike|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|RandomNormalLike| | ||
| |RandomUniform|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|RandomUniform| | ||
| |RandomUniformLike|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|RandomUniformLike| | ||
| |Range|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|Range| | ||
| |Reciprocal|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Reciprocal| | ||
| |ReduceL1|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|ReduceL1| | ||
| |ReduceL2|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|ReduceL2| | ||
| |ReduceLogSum|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|ReduceLogSum| | ||
| |ReduceLogSumExp|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|ReduceLogSumExp| | ||
| |ReduceMax|**1**|1|1|1|1|1|1|1|1|1|**11**|**12**|**13**|13|13|ReduceMax| | ||
| |ReduceMean|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|ReduceMean| | ||
| |ReduceMin|**1**|1|1|1|1|1|1|1|1|1|**11**|**12**|**13**|13|13|ReduceMin| | ||
| |ReduceProd|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|ReduceProd| | ||
| |ReduceSum|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|ReduceSum| | ||
| |ReduceSumSquare|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|ReduceSumSquare| | ||
| |Relu|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|**14**|14|Relu| | ||
| |Reshape|**1**|1|1|1|**5**|5|5|5|5|5|5|5|**13**|**14**|14|Reshape| | ||
| |Resize|-|-|-|-|-|-|-|-|-|**10**:small_orange_diamond:|**11**:small_orange_diamond:|11:small_orange_diamond:|**13**:small_orange_diamond:|13:small_orange_diamond:|13:small_orange_diamond:|Resize| | ||
| |ReverseSequence|-|-|-|-|-|-|-|-|-|**10**|10|10|10|10|10|ReverseSequence| | ||
| |RoiAlign|-|-|-|-|-|-|-|-|-|**10**:small_orange_diamond:|10:small_orange_diamond:|10:small_orange_diamond:|10:small_orange_diamond:|10:small_orange_diamond:|10:small_orange_diamond:|RoiAlign| | ||
| |Round|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|Round| | ||
| |Scan|-|-|-|-|-|-|-|**8**|**9**|9|**11**|11|11|11|11|Scan| | ||
| |Scatter|-|-|-|-|-|-|-|-|**9**|9|**11**\*|11\*|11\*|11\*|11\*|Scatter| | ||
| |ScatterElements|-|-|-|-|-|-|-|-|-|-|**11**|11|**13**|13|13|ScatterElements| | ||
| |ScatterND|-|-|-|-|-|-|-|-|-|-|**11**|11|**13**|13|13|ScatterND| | ||
| |Selu|**1**|1|1|1|1|**6**|6|6|6|6|6|6|6|6|6|Selu| | ||
| |SequenceAt|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|SequenceAt| | ||
| |SequenceConstruct|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|SequenceConstruct| | ||
| |SequenceEmpty|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|SequenceEmpty| | ||
| |SequenceErase|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|SequenceErase| | ||
| |SequenceInsert|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|SequenceInsert| | ||
| |SequenceLength|-|-|-|-|-|-|-|-|-|-|**11**|11|11|11|11|SequenceLength| | ||
| |Shape|**1**|1|1|1|1|1|1|1|1|1|1|1|**13**|13|**15**|Shape| | ||
| |Shrink|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|Shrink| | ||
| |Sigmoid|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Sigmoid| | ||
| |Sign|-|-|-|-|-|-|-|-|**9**|9|9|9|**13**|13|13|Sign| | ||
| |Sin|-|-|-|-|-|-|**7**|7|7|7|7|7|7|7|7|Sin| | ||
| |Sinh|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|Sinh| | ||
| |Size|**1**|1|1|1|1|1|1|1|1|1|1|1|**13**|13|13|Size| | ||
| |Slice|**1**|1|1|1|1|1|1|1|1|**10**|**11**|11|**13**|13|13|Slice| | ||
| |Softmax|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**|13|13|Softmax| | ||
| |SoftmaxCrossEntropyLoss|-|-|-|-|-|-|-|-|-|-|-|**12**:small_red_triangle:|**13**:small_red_triangle:|13:small_red_triangle:|13:small_red_triangle:|SoftmaxCrossEntropyLoss| | ||
| |Softplus|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|Softplus| | ||
| |Softsign|**1**|1|1|1|1|1|1|1|1|1|1|1|1|1|1|Softsign| | ||
| |SpaceToDepth|**1**|1|1|1|1|1|1|1|1|1|1|1|**13**|13|13|SpaceToDepth| | ||
| |Split|**1**|**2**|2|2|2|2|2|2|2|2|**11**|11|**13**|13|13|Split| | ||
| |SplitToSequence|-|-|-|-|-|-|-|-|-|-|**11**:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|11:small_orange_diamond:|SplitToSequence| | ||
| |Sqrt|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Sqrt| | ||
| |Squeeze|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**:small_red_triangle:|13:small_red_triangle:|13:small_red_triangle:|Squeeze| | ||
| |StringNormalizer|-|-|-|-|-|-|-|-|-|**10**:small_red_triangle:|10:small_red_triangle:|10:small_red_triangle:|10:small_red_triangle:|10:small_red_triangle:|10:small_red_triangle:|StringNormalizer| | ||
| |Sub|**1**|1|1|1|1|**6**|**7**|7|7|7|7|7|**13**|**14**|14|Sub| | ||
| |Sum|**1**|1|1|1|1|**6**|6|**8**|8|8|8|8|**13**|13|13|Sum| | ||
| |Tan|-|-|-|-|-|-|**7**|7|7|7|7|7|7|7|7|Tan| | ||
| |Tanh|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Tanh| | ||
| |TfIdfVectorizer|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|TfIdfVectorizer| | ||
| |ThresholdedRelu|-|-|-|-|-|-|-|-|-|**10**|10|10|10|10|10|ThresholdedRelu| | ||
| |Tile|**1**|1|1|1|1|**6**|6|6|6|6|6|6|**13**|13|13|Tile| | ||
| |TopK|**1**|1|1|1|1|1|1|1|1|**10**|**11**|11|11|11|11|TopK| | ||
| |Transpose|**1**|1|1|1|1|1|1|1|1|1|1|1|**13**|13|13|Transpose| | ||
| |Trilu|-|-|-|-|-|-|-|-|-|-|-|-|-|**14**|14|Trilu| | ||
| |Unique|-|-|-|-|-|-|-|-|-|-|**11**:small_red_triangle:|11:small_red_triangle:|11:small_red_triangle:|11:small_red_triangle:|11:small_red_triangle:|Unique| | ||
| |Unsqueeze|**1**|1|1|1|1|1|1|1|1|1|**11**|11|**13**:small_red_triangle:|13:small_red_triangle:|13:small_red_triangle:|Unsqueeze| | ||
| |Upsample|**1**:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|1:small_red_triangle:|**7**:small_orange_diamond:|7:small_orange_diamond:|**9**:small_orange_diamond:|**10**\*|10\*|10\*|10\*|10\*|10\*|Upsample| | ||
| |Where|-|-|-|-|-|-|-|-|**9**|9|9|9|9|9|9|Where| | ||
| |Xor|**1**|1|1|1|1|1|**7**|7|7|7|7|7|7|7|7|Xor| | ||
|
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| ONNX-TF Supported Operators / ONNX Operators: 162 / 169 | ||
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| Notes: | ||
| 1. BatchNormalization: BatchNormalization with training_mode=1 is not supported in Tensorflow converte. | ||
| 2. Bernoulli: Bernoulli with float type seed will be converted to int type seed | ||
| 3. Cast: Cast string to data types other than float32/float64/int32/int64 is not supported in Tensorflow | ||
| 4. CastLike: CastLike string to data types other than float32/float64/int32/int64 is not supported in Tensorflow | ||
| 5. ConcatFromSequence: new_axis=1 not supported in Tensorflow. | ||
| 6. ConvTranspose: ConvTranspose with dilations != 1, or transposed convolution for 4D or higher are not supported in Tensorflow. | ||
| 7. GRU: GRU with clip or GRU with linear_before_reset, or GRU not using sigmoid for z and r, or GRU using Elu as the activation function with alpha != 1, or GRU using HardSigmoid as the activation function with alpha != 0.2 or beta != 0.5 are not supported in TensorFlow. | ||
| 8. LSTM: LSTM not using sigmoid for `f`, or LSTM not using the same activation for `g` and `h` are not supported in Tensorflow. | ||
| 9. MaxPool: MaxPoolWithArgmax with pad is None or incompatible mode, or MaxPoolWithArgmax with 4D or higher input, or MaxPoolWithArgmax with column major are not supported in Tensorflow. | ||
| 10. RNN: RNN with clip is not supported in Tensorflow. | ||
| 11. Resize: Resize required 4D input in Tensorflow. For opset 11, only the following attributes and inputs conbination are supported in Tensorflow: | ||
| 1. mode=nearest, coordinate_transformation_mode=align_corners, nearest_mode=round_prefer_ceil, can use scales(*) or sizes. | ||
| 2. mode=nearest, coordinate_transformation_mode=asymmetric, nearest_mode=floor, can use scales(*) or sizes. | ||
| 3. mode=nearest, coordinate_transformation_mode=tf_half_pixel_for_nn, nearest_mode=floor, can use scales(*) or sizes. | ||
| 4. mode=linear, coordinate_transformation_mode=align_corners, can use scales(*) or sizes. | ||
| 5. mode=linear, coordinate_transformation_mode=asymmetric, can use scales(*) or sizes. | ||
| 6. mode=linear, coordinate_transformation_mode=half_pixel, can use scales(*) or sizes. | ||
| 7. mode=cubic, coordinate_transformation_mode=align_corners, cubic_coeff_a=-0.5, exclude_outside=1, can use scales(*) or sizes. | ||
| 8. mode=cubic, coordinate_transformation_mode=asymmetric, cubic_coeff_a=-0.5, exclude_outside=1, can use scales(*) or sizes. | ||
| 9. mode=cubic, coordinate_transformation_mode=half_pixel, cubic_coeff_a=-0.5, exclude_outside=1, can use scales(*) or sizes. | ||
| 10. mode=nearest, coordinate_transformation_mode=tf_crop_and_resize, extrapolation_value=any_float_value, nearest_mode=round_prefer_ceil, can use scales or sizes. | ||
| 11. mode=linear, coordinate_transformation_mode=tf_crop_and_resize, extrapolation_value=any_float_value, can use scales or sizes. | ||
| - Note (*): The accuracy of your model will go down, if the height and the width of the new sizes(scales * origial sizes) are not in whole numbers. | ||
| 12. RoiAlign: sampling_ratio <= 0 is not fully supported. | ||
| 13. SplitToSequence: Scalar as the split input not supported. | ||
| 14. Upsample: Upsample required 4D input in Tensorflow. |