List of TensorFlow Operators Supported by MindSpore Lite

MindSpore Lite Operator Names	Corresponding TensorFlow Operators
Abs	Abs
Activation	Activation, Elu, Relu, Relu6, Sigmoid, Tanh, Selu, LeakyRelu, Softplus
Adam	Adam
AddFusion	Add, AddV2
All	All
ApplyMomentum	ApplyMomentum
Assert	Assert
Assign	Assign
ArgmaxFusion	ArgMax
ArgminFusion	ArgMin
AvgPoolFusion	AvgPool
BatchToSpace	BatchToSpace
BatchToSpaceND	BatchToSpaceND
BiasAdd	BiasAdd
BinaryCrossEntropy	BinaryCrossEntropy
BroadcastTo	BroadcastTo
Cast	Cast
Ceil	Ceil
Clip	Clip
Concat	ConcatV2
Conv2DFusion	Conv2D
Conv2dTransposeFusion	Conv2DBackpropInput
Cos	Cos
CropAndResize	CropAndResize
CumSum	Cumsum
DepthToSpace	DepthToSpace
DivFusion	Div, RealDiv
Dropout	Dropout
Elu	NonMaxSuppressionV3
Equal	Equal
Erf	Erf
ExpFusion	Exp
ExpandDims	ExpandDims
Fill	Fill
Floor	Floor
FloorDiv	FloorDiv
FloorMod	FloorMod
FusedBatchNorm	FusedBatchNorm, FusedBatchNormV3
GatherNd	GatherNd
Gather	GatherV2
Greater	Greater
GreaterEqual	GreaterEqual
InvertPermutation	InvertPermutation
IsFinite	IsFinite
LeakyReLU	LeakyRelu
Less	Less
LessEqual	LessEqual
Log	Log
Log1p	Log1p
LogicalAnd	LogicalAnd
LogicalNot	LogicalNot
LogicalOr	LogicalOr
MatMulFusion	MatMul, BatchMatMul, BatchMatMulV2
Maximum	Maximum
MaxPoolFusion	MaxPool
Merge	Merge
Minimum	Minimum
Mod	Mod
MulFusion	Mul
Neg	Neg
NotEqual	NotEqual
NonMaxSuppression	NonMaxSuppression
NonZero	NonZero
OneHot	OneHot
OnesLike	OnesLike
PadFusion	MirrorPad, Pad, PadV2
PowFusion	Pow
RaggedRange	RaggedRange
RandomNormal	RandomNormal
RandomStandardNormal	RandomStandardNormal
Range	Range
Rank	Rank
ReduceFusion	Sum, Max, Min, Mean, Prod, All
Reshape	Reshape
Resize	ResizeBilinear, ResizeBicubic, ResizeNearestNeighbor
ReverseV2	ReverseV2
ReverseSequence	ReverseSequence
Round	Round
Rsqrt	Rsqrt
Select	Select
Selu	Selu
SGD	SGD
Shape	Shape
Sin	Sin
Size	Size
SliceFusion	Slice
Softmax	Softmax
Softplus	Softplus
SpaceToBatchND	SpaceToBatchND
Split	Split, SplitV
Sqrt	Sqrt
Square	Square
SquaredDifference	SquaredDifference
Squeeze	Squeeze
StridedSlice	StridedSlice
Stack	Pack
SubFusion	Sub
Switch	Switch
TensorListFromTensor	TensorListFromTensor
TensorListGetItem	TensorListGetItem
TensorListReserve	TensorListReserve
TensorListSetItem	TensorListSetItem
TensorListStack	TensorListStack
TensorScatterAdd	TensorScatterAdd
TileFusion	Tile
TopKFusion	TopKV2
Transpose	Transpose
UnsortedSegmentSum	UnsortedSegmentSum
Where	Where
ZerosLike	ZerosLike
Other operators supported by the conversion tool	Dropout, Enter, Exit, If, LinSpace, LoopCond, NextIteration, StatelessIf, StatelessWhile, TensorArrayGatherV3, TensorArrayReadV3, TensorArrayScatterV3, TensorArraySizeV3, TensorArrayV3, TensorArrayWriteV3, While

Converter too supports operators that are not required to be explicitly implemented. Typically, such operators are optimized away in conversion tools—either fused or replaced with other operators.