算子库支持情况

• MindSpore Lite支持不同硬件后端的算子列表

算子名称	CPU	FT04	FT78	PNNA
Abs	FP16 FP32 Int32 Int8 UInt8			FP32 Int8
AbsGrad	FP32
Activation	FP16 FP32 Int32 Int8 UInt8			FP32 Int8
ActivationGrad	FP16 FP32
Adam	FP32
AddFusion	FP16 FP32 Int32 Int8 UInt8 Bool	FP16 FP32 Int32 Int16 Cplx64	FP32 FP64 Int8 Int32 Int16 Cplx64 Cplx128	FP32 Int8
AdderFusion	FP32
AddGrad	FP32
AddN	FP16 FP32			FP32 Int8
Affine	FP32
All	FP32
AllGather	FP32
ApplyMomentum	FP32	FP16 FP32	FP32
Assert	FP16 FP32 Bool	Int32	Int32
Assign	FP32
ArgmaxFusion	FP16 FP32 Int8 UInt8			FP32 Int8
ArgminFusion	FP16 FP32 Int8 UInt8			FP32 Int8
AvgPoolFusion	FP16 FP32 Int8 UInt8			FP32 Int8
Attention	-		FP32	-
AvgPoolGrad	FP16 FP32
BatchNorm	FP16 FP32 Int8 UInt8
BatchNormGrad	FP16 FP32
BatchToSpace	FP32 Int8 UInt8			FP32 Int8
BatchToSpaceND	FP16 FP32 Int8 UInt8
BiasAdd	FP16 FP32 Int8 UInt8
BiasAddGrad	FP16 FP32
BinaryCrossEntropy	FP32
BinaryCrossEntropyGrad	FP32
BroadcastTo	FP16 FP32 Int32 Bool
Call	FP16 FP32 Int32 Bool
Cast	FP16 FP32 Int32 Int8 UInt8 Bool
Ceil	FP16 FP32 Int8 UInt8			FP32 Int8
Clip	FP32 Int32			FP32 Int8
Concat	FP16 FP32 Int32 Int8 UInt8 Bool			FP32 Int8
ConstantOfShape	FP16 FP32 Int32
Conv2DFusion	FP16 FP32 Int8 UInt8			FP32 Int8
Conv2DBackpropFilterFusion	FP16 FP32
Conv2DBackpropInputFusion	FP16 FP32
Conv2dTransposeFusion	FP16 FP32 Int8 UInt8			FP32 Int8
Cos	FP16 FP32 Int8 UInt8
Crop	FP16 FP32 Int32 Int8 UInt8
CropAndResize	FP32
CumSum	FP32 Int32
CustomExtractFeatures	FP32
CustomNormalize	FP32
CustomPredict	FP32 Int32
DEConv2DGradFilter	FP32
DepthToSpace	FP16 FP32 Int8 UInt8			FP32 Int8
DetectionPostProcess	FP32 Int8 UInt8
DivFusion	FP16 FP32 Int32 Int8 UInt8	FP16 FP32 Int32 Int16 Cplx64	FP32 FP64 Int8 Int32 Int16 Cplx64 Cplx128	FP32 Int8
DivGrad	FP32
Dropout	FP16 FP32
DropoutGrad	FP16 FP32
DynamicQuant	FP32
Eltwise	FP16 FP32 Int8 UInt8
Elu	FP16 FP32
Equal	FP16 FP32 Int32 Int8 UInt8
EmbeddingLookupFusion	FP32
Erf	FP16 FP32
ExpFusion	FP16 FP32	FP16 FP32 Int32 Int16 Cplx64	FP32 FP64 Int8 Int32 Cplx64 Cplx128
ExpandDims	FP16 FP32 Int32 Int8 UInt8 Bool
Fill	FP16 FP32 Int32 Bool
Flatten	FP16 FP32 Int32
FlattenGrad	FP16 FP32
Floor	FP16 FP32 Int8 UInt8
FloorDiv	FP16 FP32 Int32
FloorMod	FP16 FP32 Int32
FullConnection	FP16 FP32 Int8 UInt8
FusedBatchNorm	FP16 FP32 Int8 UInt8
GatherNd	FP16 FP32 Int32 Int8 UInt8 Bool
Gather	FP16 FP32 Int32 Int8 UInt8 Bool
GatherD	FP16 FP32 Int32 Bool
GLU	FP32
Greater	FP16 FP32 Int32 Int8 UInt8
GreaterEqual	FP16 FP32 Int32 Int8 UInt8
GroupNormFusion	FP32
GRU	FP16 FP32
HashtableLookup	FP32 Int32
InstanceNorm	FP16 FP32
InvertPermutation	FP16 FP32 Int32
IsFinite	FP32
L2NormalizeFusion	FP32 Int8 UInt8
LayerNormFusion	FP16 FP32 Int8
LayerNormGrad	FP16 FP32
LeakyReLU	FP16 FP32 Int8 UInt8
Less	FP16 FP32 Int32 Int8 UInt8
LessEqual	FP16 FP32 Int32 Int8 UInt8
LinSpace	-	FP16 FP32	FP32	-
LRN	FP32
Log	FP16 FP32 Int8 UInt8
Log1p	FP32
LogGrad	FP16 FP32
LogicalAnd	FP16 FP32 Int32 Bool
LogicalNot	FP16 FP32 Int8 UInt8 Bool
LogicalOr	FP16 FP32 Bool
LogSoftmax	FP16 FP32
LshProjection	FP32
LSTM	FP16 FP32
LSTMGrad	FP32
LSTMGradData	FP32
LSTMGradWeight	FP32
MatMulFusion	FP16 FP32 Int8 UInt8	FP16 FP32 Int32 Int16 Cplx64	FP32 FP64 Int8 Int32 Int16 Cplx64 Cplx128
Maximum	FP16 FP32 Int32
MaximumGrad	FP16 FP32
MaxPoolFusion	FP16 FP32 Int8 UInt8			FP32 Int8
MaxPoolGrad	FP16 FP32
Merge	FP16 FP32
Minimum	FP16 FP32 Int32
MinimumGrad	FP16 FP32
Mod	FP32 Int32
MulFusion	FP16 FP32 Int32 Int8 UInt8	FP16 FP32 Int32 Int16 Cplx64	FP32 FP64 Int8 Int32 Int16 Cplx64 Cplx128	FP32 Int8
MulGrad	FP32
Neg	FP16 FP32 Int32			FP32 Int8
NegGrad	FP16 FP32
NLLLoss	FP32
NLLLossGrad	FP32
NotEqual	FP16 FP32 Int32 Int8 UInt8
NonMaxSuppression	FP32
NonZero	Bool
OneHot	FP16 FP32 Int32			FP32 Int8
OnesLike	FP16 FP32 Int32
PadFusion	FP16 FP32 Int8 UInt8			FP32 Int8
PartialFusion	FP16 FP32 Int32 Bool
PowFusion	FP16 FP32 Int8 UInt8
PowerGrad	FP32
PriorBox	FP32 Int8 UInt8
PReLUFusion	FP16 FP32
QuantDTypeCast	FP16 FP32 Int8 UInt8			FP32 Int8
RaggedRange	FP16 FP32 Int32	FP16 FP32 Int16 Int32	FP32 FP64 Int8 Int16 Int32	-
RandomNormal	FP16 FP32
RandomStandardNormal	FP16 FP32
Range	FP16 FP32 Int32	FP16 FP32 Int16 Int32	FP32 FP64 Int8 Int16 Int32	-
Rank	FP16 FP32
RealDiv	FP16 FP32
Reciprocal	FP16 FP32 Int8
ReduceFusion	FP16 FP32 Int32 Int8 UInt8 Bool
ReduceScatter	FP32
Reshape	FP16 FP32 Int32 Int8 UInt8 Bool
Resize	FP16 FP32 Int8 UInt8
ResizeGrad	FP16 FP32
ReverseV2	FP32 Int32
ReverseSequence	FP32
ROIPooling	FP32
Round	FP16 FP32 Int8 UInt8
Rsqrt	FP16 FP32 Int8 UInt8
RsqrtGrad	FP32
Select	FP32 Bool
Selu	-
ScaleFusion	FP16 FP32 Int8 UInt8
ScatterNd	FP16 FP32 Int32
ScatterNdUpdate	FP16 FP32 Int32
SGD	FP32
Shape	FP16 FP32 Int32 Int8 UInt8 Bool
SigmoidCrossEntropyWithLogits	FP32
SigmoidCrossEntropyWithLogitsGrad	FP32
Sin	FP16 FP32 Int8 UInt8
Size	FP16 FP32 Int32
SliceFusion	FP16 FP32 Int32 Int8 UInt8
SkipGram	FP32
SmoothL1Loss	FP32
SmoothL1LossGrad	FP32
Softmax	FP16 FP32 Int8 UInt8			FP32 Int8
SoftmaxGrad	FP32
Softplus	FP16 FP32
SpaceToBatch	FP16 FP32 Int8 UInt8
SpaceToBatchND	FP16 FP32 Int8 UInt8
SpaceToDepth	FP16 FP32
SparseToDense	FP16 FP32 Int32
SparseSoftmaxCrossEntropyWithLogits	FP32
Splice	FP16 FP32
Split	FP16 FP32 Int32 Int8 UInt8			FP32 Int32
SplitWithOverlap	FP16 FP32
Sqrt	FP16 FP32 Int8 UInt8
SqrtGrad	FP32
Square	FP16 FP32 Int8 UInt8
SquaredDifference	FP16 FP32
Squeeze	FP16 FP32 Int32 Int8 UInt8 Bool
StridedSlice	FP16 FP32 Int32 Int8 UInt8
StridedSliceGrad	FP16 FP32
Stack	FP16 FP32 Int32
SubFusion	FP16 FP32 Int32 Int8 UInt8	FP16 FP32 Int32 Int16 Cplx64	FP32 FP64 Int8 Int32 Int16 Cplx64 Cplx128	FP32 Int8
SubGrad	FP32
Switch	FP16 FP32 Int32 Bool
SwitchLayer	FP16 FP32 Int32 Bool
TensorListFromTensor	FP16 FP32 Int32
TensorListGetItem	FP16 FP32 Int32
TensorListReserve	FP16 FP32 Int32
TensorListSetItem	FP16 FP32 Int32
TensorListStack	FP16 FP32 Int32
TensorScatterAdd	FP32 Int32
TileFusion	FP16 FP32 Int32 Bool
TopKFusion	FP16 FP32 Int32 Int8 UInt8
Transpose	FP16 FP32 Int32 Int8 Bool			FP32 Int8
UniformReal	FP32 Int32
Unique	FP16 FP32 Int32
UnsortedSegmentSum	FP16 FP32 Int32
Unsqueeze	FP16 FP32 Int32 Int8 UInt8 Bool			FP32 Int8
Unstack	FP16 FP32 Int32
Where	FP16 FP32 Int32 Bool
ZerosLike	FP16 FP32 Int32

• MindSpore Lite支持不同硬件后端的自定义算子列表：

算子名称	FT04	FT78
IFFT	Cplx64	Cplx64
FFT	Cplx64	Cplx64