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Linux
Ascend
端侧
推理应用
初级
中级
高级
操作名 |
CPU FP16 |
CPU FP32 |
CPU Int8 |
CPU UInt8 |
GPU FP16 |
GPU FP32 |
NPU |
支持的TensorFlow Lite算子 |
支持的Caffe Lite算子 |
支持的Onnx Lite算子 |
支持的TensorFlow 算子 |
---|---|---|---|---|---|---|---|---|---|---|---|
Abs | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Abs | Abs | ||
Add | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Add | Add, Int8Add | Add, AddV2 | |
AddN | Supported | AddN | |||||||||
Assert | Supported | Assert | |||||||||
Argmax | Supported | Supported | Supported | Supported | Supported | Argmax | ArgMax | ArgMax | |||
Argmin | Supported | Supported | Supported | Supported | Supported | Argmin | |||||
AvgPool | Supported | Supported | Supported | Supported | Supported | Supported | Supported | MeanPooling | Pooling | AveragePool, GlobalAveragePool, Int8AveragePool | |
BatchNorm | Supported | Supported | Supported | Supported | Supported | Supported | BatchNorm | BatchNormalization | |||
BatchToSpace | Supported | Supported | Supported | Supported | Supported | BatchToSpace, BatchToSpaceND | |||||
BiasAdd | Supported | Supported | Supported | Supported | Supported | BiasAdd | BiasAdd | ||||
Broadcast | Supported | BroadcastTo | Expand | ||||||||
Cast | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Cast, QUANTIZE, DEQUANTIZE | Cast | Cast | |
Ceil | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Ceil | Ceil | ||
Concat | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Concat | Concat | Concat | ConcatV2 |
ConstantOfShape | Supported | ConstantOfShape | |||||||||
Conv2d | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Conv2D | Convolution | Conv, Int8Conv, ConvRelu, Int8ConvRelu | Conv2D |
Conv2dTranspose | Supported | Supported | Supported | Supported | Supported | Supported | Supported | DeConv2D | Deconvolution | ConvTranspose | |
Cos | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Cos | Cos | ||
Crop | Supported | Supported | Supported | Supported | Crop | ||||||
CustomExtractFeatures | Supported | ExtractFeatures | |||||||||
CustomNormalize | Supported | Normalize | |||||||||
CustomPredict | Supported | Predict | |||||||||
DeDepthwiseConv2D | Supported | Supported | Supported | Deconvolution | |||||||
DepthToSpace | Supported | Supported | Supported | Supported | Supported | DepthToSpace | DepthToSpace | ||||
DepthwiseConv2dNative | Supported | Supported | Supported | Supported | Supported | Supported | Supported | DepthwiseConv2D | Convolution | ||
DetectionPostProcess | Supported | Supported | Supported | Custom | |||||||
Div | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Div, RealDiv | Div | Div, RealDiv | |
Eltwise | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Eltwise | Sum, Max[3] | ||
Elu | Supported | Elu | Elu, NonMaxSuppression | ||||||||
Equal | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Equal | Equal | Equal | |
Exp | Supported | Supported | Supported | Exp | Exp | Exp | |||||
ExpandDims | Supported | Supported | Supported | ExpandDims | ExpandDims | ||||||
Fill | Supported | Fill | |||||||||
Flatten | Supported | Flatten | |||||||||
Floor | Supported | Supported | Supported | Supported | Supported | Supported | Supported | flOOR | Floor | ||
FloorDiv | Supported | Supported | Supported | Supported | Supported | FloorDiv | |||||
FloorMod | Supported | Supported | Supported | Supported | Supported | FloorMod | |||||
FullConnection | Supported | Supported | Supported | Supported | Supported | Supported | FullyConnected | InnerProduct | |||
FusedBatchNorm | Supported | Supported | Supported | Supported | Supported | FusedBatchNorm | |||||
GatherNd | Supported | Supported | Supported | Supported | Supported | GatherND | |||||
Gather | Supported | Supported | Supported | Supported | Supported | Gather | Gather | GatherV2 | |||
Greater | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Greater | Greater | Greater | |
GreaterEqual | Supported | Supported | Supported | Supported | Supported | Supported | Supported | GreaterEqual | GreaterEqual | ||
HashtableLookup | Supported | HashtableLookup | |||||||||
Hswish | Supported | Supported | Supported | Supported | Supported | Supported | Supported | HardSwish | |||
InstanceNorm | Supported | InstanceNorm | |||||||||
L2Norm | Supported | L2_NORMALIZATION | |||||||||
LeakyReLU | Supported | Supported | Supported | Supported | Supported | Supported | Supported | LeakyRelu | LeakyRelu | ||
Less | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Less | Less | Less | |
LessEqual | Supported | Supported | Supported | Supported | Supported | Supported | Supported | LessEqual | LessEqual | ||
LRN | Supported | LocalResponseNorm | Lrn, LRN | ||||||||
Log | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Log | Log | ||
LogicalAnd | Supported | Supported | Supported | Supported | Supported | LogicalAnd | And | LogicalAnd | |||
LogicalNot | Supported | Supported | Supported | Supported | Supported | Supported | Supported | LogicalNot | Not | ||
LogicalOr | Supported | Supported | Supported | Supported | Supported | LogicalOr | Or | ||||
LshProjection | Supported | LshProjection | |||||||||
LSTM | Supported | LSTM | |||||||||
MatMul | Supported | Supported | Supported | Supported | Supported | Supported | Supported | MatMul | MatMul | ||
Maximum | Supported | Supported | Supported | Supported | Supported | Maximum | Maximum | ||||
MaxPool | Supported | Supported | Supported | Supported | Supported | Supported | Supported | MaxPooling | Pooling | MaxPool, GlobalMaxPool | |
Minimum | Supported | Supported | Supported | Supported | Supported | Minimum | Min | Minimum | |||
Mul | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Mul | Mul | Mul | |
Neg | Supported | Supported | Supported | Supported | Supported | Neg | Neg | ||||
NotEqual | Supported | Supported | Supported | Supported | Supported | Supported | Supported | NotEqual | NotEqual | ||
OneHot | Supported | Supported | Supported | OneHot | OneHot | ||||||
Pad | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Pad, MirrorPad | Pad | ||
Pow | Supported | Supported | Supported | Supported | Supported | Pow | Power | Pow[2] | |||
PReLU | Supported | Supported | Supported | PRELU | PReLU | PRelu | |||||
Range | Supported | Range | Range, RaggedRange | ||||||||
Rank | Supported | Rank | |||||||||
ReduceAll | Supported | All | |||||||||
ReduceASum | Supported | Supported | Supported | Reduction | |||||||
ReduceMax | Supported | Supported | Supported | Supported | Supported | Supported | ReduceMax | ReduceMax | Max | ||
ReduceMean | Supported | Supported | Supported | Supported | Supported | Supported | Mean | Reduction | ReduceMean | Mean | |
ReduceMin | Supported | Supported | Supported | Supported | Supported | Supported | ReduceMin | ReduceMin | Min | ||
ReduceProd | Supported | Supported | Supported | Supported | Supported | Supported | ReduceProd | ReduceProd | Prod | ||
ReduceSum | Supported | Supported | Supported | Supported | Supported | Supported | Sum | Reduction | ReduceSum | Sum | |
ReduceSumSquare | Supported | Supported | Supported | Supported | Reduction | ReduceSumSquare | |||||
ReLU | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Relu | ReLU | Relu | Relu |
ReLU6 | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Relu6 | ReLU6 | Clip[1] | Relu6 |
Reshape | Supported | Supported | Supported | Supported | Supported | Supported | Reshape | Reshape | Reshape,Flatten | Reshape | |
Resize | Supported | Supported | Supported | Supported | Supported | Supported | ResizeBilinear, NearestNeighbor | Interp | |||
Reverse | Supported | reverse | |||||||||
ReverseSequence | Supported | ReverseSequence | ReverseSequence | ||||||||
Round | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Round | Round | Round | |
Rsqrt | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Rsqrt | |||
Scale | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Scale | |||
ScatterNd | Supported | ScatterNd | |||||||||
Shape | Supported | Supported | Supported | Supported | Supported | Supported | Shape | Shape | Shape | ||
Sigmoid | Supported | Supported | Supported | Supported | Supported | Supported | Logistic | Sigmoid | Sigmoid | Sigmoid | |
Sin | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Sin | Sin | ||
Slice | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Slice | Slice | Slice | |
SkipGram | Supported | SKipGram | |||||||||
Softmax | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Softmax | Softmax | Softmax | |
SpaceToBatch | Supported | Supported | Supported | Supported | Supported | SpaceToBatch | |||||
SpaceToBatchND | Supported | Supported | Supported | Supported | Supported | SpaceToBatchND | |||||
SpaceToDepth | Supported | Supported | Supported | SpaceToDepth | SpaceToDepth | ||||||
SparseToDense | Supported | Supported | Supported | SpareToDense | |||||||
Split | Supported | Supported | Supported | Supported | Supported | Split, SplitV | Split | Split, SplitV | |||
Sqrt | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Sqrt | Sqrt | ||
Square | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Square | |||
SquaredDifference | Supported | Supported | Supported | Supported | Supported | SquaredDifference | |||||
Squeeze | Supported | Supported | Supported | Supported | Supported | Squeeze | Squeeze | Squeeze | |||
StridedSlice | Supported | Supported | Supported | Supported | Supported | Supported | StridedSlice | StridedSlice | |||
Stack | Supported | Supported | Supported | Supported | Stack | Pack | |||||
Sub | Supported | Supported | Supported | Supported | Supported | Supported | Supported | Sub | Sub | Sub | |
Tanh | Supported | Supported | Supported | Supported | Tanh | TanH | Tanh, Sign | Tanh | |||
TensorListFromTensor | Supported | TensorListFromTensor | |||||||||
TensorListGetItem | Supported | TensorListGetItem | |||||||||
TensorListReserve | Supported | TensorListReserve | |||||||||
TensorListSetItem | Supported | TensorListSetItem | |||||||||
TensorListStack | Supported | TensorListStack | |||||||||
Tile | Supported | Tile | Tile | Tile | Tile | ||||||
TopK | Supported | Supported | Supported | TopKV2 | TopK | ||||||
Transpose | Supported | Supported | Supported | Supported | Supported | Transpose | Permute | Transpose | Transpose | ||
Unique | Supported | Unique | |||||||||
Unsqueeze | Supported | Supported | Supported | Supported | Unsqueeze | ||||||
Unstack | Supported | Unstack | |||||||||
Where | Supported | Where | |||||||||
While | Supported | While, StatelessWhile | |||||||||
ZerosLike | Supported | ZerosLike |
[1] Clip:仅支持将clip(0, 6)转换为Relu6。
[2] Pow:仅支持指数为单个常数。
[3] Sum与Max:仅支持输入个数为2。
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