support_status.md

tf2onnx Support Status

Domain: "" (default domain)

Tensorflow Op	Convertible to ONNX Op Versions
Abs	1 ~ 15
Acos	7 ~ 15
Acosh	9 ~ 15
Add	1 ~ 15
AddN	6 ~ 15
AddV2	1 ~ 15
AdjustContrastv2	1 ~ 15
AdjustHue	11 ~ 15
AdjustSaturation	11 ~ 15
All	6 ~ 15
Any	6 ~ 15
ArgMax	1 ~ 15
ArgMin	1 ~ 15
AsString	9 ~ 15
Asin	7 ~ 15
Asinh	9 ~ 15
Atan	7 ~ 15
Atan2	9 ~ 15
Atanh	9 ~ 15
AvgPool	1 ~ 15
AvgPool3D	1 ~ 15
BatchMatMul	1 ~ 15
BatchMatMulV2	1 ~ 15
BatchToSpaceND	1 ~ 15
BiasAdd	1 ~ 15
BiasAddV1	1 ~ 15
Bincount	11 ~ 15
BroadcastTo	8 ~ 15
CTCGreedyDecoder	11 ~ 15
Cast	1 ~ 15
Ceil	1 ~ 15
CheckNumerics	1 ~ 15
ClipByValue	8 ~ 15
CombinedNonMaxSuppression	12 ~ 15
ComplexAbs	1 ~ 15
Concat	1 ~ 15
ConcatV2	1 ~ 15
Const	1 ~ 15
ConstV2	1 ~ 15
Conv1D	1 ~ 15
Conv2D	1 ~ 15
Conv2DBackpropInput	1 ~ 15
Conv3D	1 ~ 15
Conv3DBackpropInputV2	1 ~ 15
Cos	7 ~ 15
Cosh	9 ~ 15
CropAndResize	10 ~ 15
CudnnRNN	10 ~ 15
Cumsum	11 ~ 15
DenseBincount	11 ~ 15
DenseToDenseSetOperation	11 ~ 15
DepthToSpace	1 ~ 15
DepthwiseConv2d	1 ~ 15
DepthwiseConv2dNative	1 ~ 15
Div	1 ~ 15
DivNoNan	9 ~ 15
Dropout	1 ~ 15
DynamicPartition	9 ~ 15
DynamicStitch	10 ~ 15
Einsum	12 ~ 15
Elu	1 ~ 15
EnsureShape	1 ~ 15
Equal	1 ~ 15
Erf	1 ~ 15
Exp	1 ~ 15
ExpandDims	1 ~ 15
FFT	1 ~ 15
FIFOQueueV2	8 ~ 15
FakeQuantWithMinMaxArgs	10 ~ 15
FakeQuantWithMinMaxVars	10 ~ 15
Fill	7 ~ 15
Flatten	1 ~ 15
Floor	1 ~ 15
FloorDiv	6 ~ 15
FloorMod	7 ~ 15
FusedBatchNorm	6 ~ 15
FusedBatchNormV2	6 ~ 15
FusedBatchNormV3	6 ~ 15
Gather	1 ~ 15
GatherNd	1 ~ 15
GatherV2	1 ~ 15
Greater	1 ~ 15
GreaterEqual	7 ~ 15
HardSwish	14 ~ 15
HashTableV2	8 ~ 15
Identity	1 ~ 15
IdentityN	1 ~ 15
If	1 ~ 15
InvertPermutation	11 ~ 15
IsFinite	10 ~ 15
IsInf	10 ~ 15
IsNan	9 ~ 15
IteratorGetNext	8 ~ 15
IteratorV2	8 ~ 15
LRN	1 ~ 15
LSTMBlockCell	1 ~ 15
LeakyRelu	1 ~ 15
LeftShift	11 ~ 15
Less	1 ~ 15
LessEqual	7 ~ 15
Log	1 ~ 15
LogSoftmax	1 ~ 15
LogicalAnd	1 ~ 15
LogicalNot	1 ~ 15
LogicalOr	1 ~ 15
LookupTableFindV2	8 ~ 15
LookupTableSizeV2	1 ~ 15
Loop	7 ~ 15
MatMul	1 ~ 15
MatrixBandPart	7 ~ 15
MatrixDeterminant	11 ~ 15
MatrixDiag	12 ~ 15
MatrixDiagPart	11 ~ 15
MatrixDiagPartV2	11 ~ 15
MatrixDiagPartV3	11 ~ 15
MatrixDiagV2	12 ~ 15
MatrixDiagV3	12 ~ 15
MatrixSetDiagV3	12 ~ 15
Max	1 ~ 15
MaxPool	1 ~ 15
MaxPool3D	1 ~ 15
MaxPoolV2	1 ~ 15
MaxPoolWithArgmax	8 ~ 15
Maximum	1 ~ 15
Mean	1 ~ 15
Min	1 ~ 15
Minimum	1 ~ 15
MirrorPad	1 ~ 15
Mul	1 ~ 15
Multinomial	7 ~ 15
Neg	1 ~ 15
NoOp	1 ~ 15
NonMaxSuppressionV2	10 ~ 15
NonMaxSuppressionV3	10 ~ 15
NonMaxSuppressionV4	10 ~ 15
NonMaxSuppressionV5	10 ~ 15
NotEqual	1 ~ 15
OneHot	1 ~ 15
Pack	1 ~ 15
Pad	1 ~ 15
PadV2	1 ~ 15
ParallelDynamicStitch	10 ~ 15
Placeholder	1 ~ 15
PlaceholderV2	1 ~ 15
PlaceholderWithDefault	1 ~ 15
Pow	1 ~ 15
Prelu	1 ~ 15
Prod	1 ~ 15
QueueDequeueManyV2	8 ~ 15
QueueDequeueUpToV2	8 ~ 15
QueueDequeueV2	8 ~ 15
RFFT	1 ~ 15
RFFT2D	1 ~ 15
RaggedGather	11 ~ 15
RaggedRange	11 ~ 15
RaggedTensorFromVariant	13 ~ 15
RaggedTensorToSparse	11 ~ 15
RaggedTensorToTensor	11 ~ 15
RaggedTensorToVariant	13 ~ 15
RandomNormal	1 ~ 15
RandomNormalLike	1 ~ 15
RandomShuffle	10 ~ 15
RandomStandardNormal	1 ~ 15
RandomUniform	1 ~ 15
RandomUniformInt	1 ~ 15
RandomUniformLike	1 ~ 15
Range	7 ~ 15
RealDiv	1 ~ 15
Reciprocal	1 ~ 15
Relu	1 ~ 15
Relu6	1 ~ 15
Reshape	1 ~ 15
ResizeBicubic	7 ~ 15
ResizeBilinear	7 ~ 15
ResizeNearestNeighbor	7 ~ 15
ReverseSequence	8 ~ 15 (Except 9)
ReverseV2	10 ~ 15
RightShift	11 ~ 15
Roll	10 ~ 15
Round	1 ~ 15
Rsqrt	1 ~ 15
SampleDistortedBoundingBox	9 ~ 15
SampleDistortedBoundingBoxV2	9 ~ 15
Scan	7 ~ 15
ScatterNd	11 ~ 15
SegmentMax	11 ~ 15
SegmentMean	11 ~ 15
SegmentMin	11 ~ 15
SegmentProd	11 ~ 15
SegmentSum	11 ~ 15
Select	7 ~ 15
SelectV2	7 ~ 15
Selu	1 ~ 15
Shape	1 ~ 15
Sigmoid	1 ~ 15
Sign	1 ~ 15
Sin	7 ~ 15
Sinh	9 ~ 15
Size	1 ~ 15
Slice	1 ~ 15
Softmax	1 ~ 15
SoftmaxCrossEntropyWithLogits	7 ~ 15
Softplus	1 ~ 15
Softsign	1 ~ 15
SpaceToBatchND	1 ~ 15
SpaceToDepth	1 ~ 15
SparseFillEmptyRows	11 ~ 15
SparseReshape	11 ~ 15
SparseSegmentMean	11 ~ 15
SparseSegmentMeanWithNumSegments	11 ~ 15
SparseSegmentSqrtN	11 ~ 15
SparseSegmentSqrtNWithNumSegments	11 ~ 15
SparseSegmentSum	11 ~ 15
SparseSegmentSumWithNumSegments	11 ~ 15
SparseSoftmaxCrossEntropyWithLogits	7 ~ 15
SparseToDense	11 ~ 15
Split	1 ~ 15
SplitV	1 ~ 15
Sqrt	1 ~ 15
Square	1 ~ 15
SquaredDifference	1 ~ 15
SquaredDistance	12 ~ 15
Squeeze	1 ~ 15
StatelessIf	1 ~ 15
StatelessWhile	7 ~ 15
StopGradient	1 ~ 15
StridedSlice	1 ~ 15
StringLower	10 ~ 15
StringToNumber	9 ~ 15
StringUpper	10 ~ 15
Sub	1 ~ 15
Sum	1 ~ 15
TFL_CONCATENATION	1 ~ 15
TFL_DEQUANTIZE	1 ~ 15
TFL_PRELU	7 ~ 15
TFL_QUANTIZE	1 ~ 15
TFL_TFLite_Detection_PostProcess	11 ~ 15
TFL_WHILE	7 ~ 15
Tan	7 ~ 15
Tanh	1 ~ 15
TensorListFromTensor	7 ~ 15
TensorListGetItem	7 ~ 15
TensorListLength	7 ~ 15
TensorListReserve	7 ~ 15
TensorListResize	7 ~ 15
TensorListSetItem	7 ~ 15
TensorListStack	7 ~ 15
TensorScatterUpdate	11 ~ 15
Tile	1 ~ 15
TopKV2	1 ~ 15
Transpose	1 ~ 15
TruncateDiv	1 ~ 15
Unique	11 ~ 15
Unpack	1 ~ 15
UnsortedSegmentMax	11 ~ 15
UnsortedSegmentMin	11 ~ 15
UnsortedSegmentProd	11 ~ 15
UnsortedSegmentSum	11 ~ 15
Where	9 ~ 15
While	7 ~ 15
ZerosLike	1 ~ 15

Domain: "com.google.tensorflow"

Tensorflow Op	Convertible to ONNX Op Versions

Domain: "com.microsoft"

Tensorflow Op	Convertible to ONNX Op Versions
Conv2DBackpropInput	1
CropAndResize	1
MatrixInverse	1
Range	1

Domain: "ai.onnx.contrib"

Tensorflow Op	Convertible to ONNX Op Versions
Equal	1
NotEqual	1
RegexSplitWithOffsets	1
SentencepieceOp	1
SentencepieceTokenizeOp	1
StaticRegexReplace	1
StringJoin	1
StringSplit	1
StringSplitV2	1
StringToHashBucketFast	1
WordpieceTokenizeWithOffsets	1