op support status for TfLite is described as fllows:
| op name | status |
|---|---|
| Add | yes |
| AveragePool2d | yes |
| Concatenation | yes |
| Conv2d | yes |
| DepthwiseConv2d | yes |
| DepthToSpace | yes |
| Dequantize | yes |
| EmbeddingLookup | yes |
| Floor | yes |
| FullyConnected | yes |
| HashtableLookup | yes |
| L2Normalization | yes |
| L2Pool2d | no |
| LocalResponseNormalization | yes |
| Logistic | yes |
| LshProjection | no |
| Lstm | no |
| MaxPool2d | yes |
| Mul | yes |
| Relu | yes |
| ReluN1To1 | yes |
| Relu6 | yes |
| Reshape | yes |
| ResizeBilinear | yes |
| Rnn | yes |
| Softmax | yes |
| SpaceToDepth | yes |
| Svdf | no |
| Tanh | yes |
| ConcatEmbeddings | no |
| SkipGram | no |
| Call | no |
| Custom | no |
| EmbeddingLookupSparse | no |
| Pad | yes |
| UnidirectionalSequenceRnn | yes |
| Gather | yes |
| BatchToSpaceNd | yes |
| SpaceToBatchNd | yes |
| Transpose | yes |
| Mean | yes |
| Sub | yes |
| Div | yes |
| Squeeze | yes |
| UnidirectionalSequenceLstm | yes |
| StridedSlice | yes |
| BidirectionalSequenceRnn | yes |
| Exp | yes |
| TopkV2 | no |
| Split | yes |
| LogSoftmax | no |
| Delegate | no |
| BidirectionalSequenceLstm | yes |
| Cast | no |
| Prelu | yes |
| Maximum | yes |
| ArgMax | yes |
| Minimum | yes |
| Less | yes |
| Neg | yes |
| Padv2 | no |
| Greater | yes |
| GreaterEqual | yes |
| LessEqual | yes |
| Select | yes |
| Slice | yes |
| Sin | yes |
| TransposeConv | yes |
| SparseToDense | no |
| Tile | no |
| ExpandDims | yes |
| Equal | yes |
| NotEqual | yes |
| Log | yes |
| Sum | yes |
| Sqrt | yes |
| Rsqrt | yes |
| Shape | yes |
| Pow | yes |
| ArgMin | yes |
| FakeQuant | no |
| ReduceProd | yes |
| ReduceMax | yes |
| Pack | yes |
| LogicalOr | yes |
| OneHot | yes |
| LogicalAnd | yes |
| LogicalNot | yes |
| Unpack | yes |
| ReduceMin | yes |
| FloorDiv | yes |
| ReduceAny | yes |
| Square | yes |
| ZerosLike | no |
| Fill | no |
| FloorMod | no |
| Range | no |
| ResizeNearestNeighbor | yes |
| LeakyRelu | yes |
| SquaredDifference | no |
| MirrorPad | no |
| Abs | yes |
| SplitV | yes |
| Unique | no |
| Ceil | no |
| ReverseV2 | yes |
| AddN | yes |
| GatherNd | yes |
| Cos | yes |
| Where | no |
| Rank | no |
| Elu | yes |
| ReverseSequence | no |
| MatrixDiag | no |
| Quantize | yes |
| MatrixSetDiag | no |
| Round | no |
| HardSwish | yes |
| If | no |
| While | no |
| NonMaxSuppressionV4 | no |
| NonMaxSuppressionV5 | no |
| ScatterNd | no |
| SelectV2 | yes |
| Densify | no |
| SegmentSum | no |
| BatchMatmul | yes |
| Conv3d | yes |