算子支持
Tengine | Caffe | MXNet | TensorFlow | TF-Lite | ONNX |
---|---|---|---|---|---|
Accuracy | √ | ||||
BatchNormalization | BatchNorm | BatchNorm | FusedBatchNorm | √ | |
ComposedBN | |||||
Resize | RESIZE_NEAREST_NEIGHBOR | ||||
Concat | √ | √ | ConcatV2 | CONCATENATION | √ |
Const | |||||
Convolution | √ | √ | Conv2D | CONV_2D | Conv |
DepthwiseConvolution | DepthwiseConv2dNative | DEPTHWISE_CONV_2D | |||
ConvolutionDepthwise | |||||
Deconvolution | √ | √ | Conv2DBackpropInput | ||
DetectionOutput | √ | ||||
Dropout | √ | Copy | √ | √ | |
Eltwise | √ | _minus_scalar | Add | ADD | Add |
_mul_scalar | Sub | SUB | Sub | ||
elemwise_add | PROD | ||||
Rsqrt | RSQRT | ||||
_div_scalar | RealDiv | DIV | Div | ||
Log | LOG | ||||
Exp | EXP | Exp | |||
Pow | POW | ||||
Sqrt | SQRT | ||||
Floor | FLOOR | Floor | |||
Mul | MUL | Mul | |||
Minimum | |||||
AddN | |||||
Flatten | √ | √ | √ | √ | |
FullyConnected | InnerProduct | √ | MatMul | FULLY_CONNECTED | Gemm |
Input | Data | FIFOQueueV2 | |||
Input | |||||
LRN | √ | √ | |||
Normalize | √ | ||||
Permute | √ | transpose | |||
Pooling | √ | √ | AvgPool | AVERAGE_POOL_2D | AveragePool |
GlobalAveragePool | |||||
MaxPool | MAX_POOL_2D | MaxPool | |||
PReLU | √ | LeakyReLU | PRelu | ||
PriorBox | √ | ||||
Region | √ | ||||
ReLu | √ | Activation | Relu | Relu | |
LeakyReLU | LeakyRelu | ||||
ReLu6 | √ | clip | Relu6 | ||
Reorg | √ | ||||
Reshape | √ | √ | √ | RESHAPE | √ |
ROIPooling | √ | ||||
RPN | √ | ||||
Scale | √ | ||||
Slice | √ | √ | |||
Softmax | √ | Activation | √ | SOFTMAX | √ |
SoftmaxWithLoss | |||||
SoftmaxOutput | |||||
SoftmaxActivation | |||||
Split | √ | √ | √ | ||
DetectionPostProcess | TFLite_Detection_PostProcess | ||||
Gemm | |||||
Generic | DecodeWav | ||||
AudioSpectrogram | |||||
Mfcc | |||||
Logistic | LOGISTIC | ||||
LSTM | RNN | √ | |||
RNN | √ | ||||
Tanh | TanH | Activation | √ | √ | |
Sigmoid | √ | Activation | √ | √ | |
Squeeze | SQUEEZE | ||||
Pad | √ | ||||
MirrorPad | |||||
StridedSlice | √ | STRIDED_SLICE | |||
Reduction | √ | √ | Sum | SUM | |
Mean | MEAN | ||||
Asum | |||||
Sqsum | |||||
Max | |||||
Min | |||||
Prod | |||||
L2 | |||||
Logsum | |||||
Logsumexp | |||||
ArgMax | √ | ||||
ArgMin | √ | ||||
TopKV2 | √ | ||||
Maximum | √ | ||||
Minimum | √ | ||||
Addn | add_n | ||||
SwapAxis | √ | ||||
GRU | RNN | √ | |||
Upsample | √ | UpSampling | |||
ShuffleChannel | √ | ||||
Resize | √ | ResizeNearestNeighbor | |||
ResizeBilinear | |||||
SpaceToBatchND | √ | ||||
BatchToSpaceND | √ | ||||
Crop | √ | √ | |||
Psroipooling | _contrib_PSROIPooling | ||||
Roialign | _contrib_ROIAlign | ||||
Expanddims | ExpandDims | ||||
Unary | √ | ||||
abs | Abs | ||||
neg | Neg | ||||
ceil | Ceil | ||||
floor | Floor | ||||
sin | Sin | ||||
Asin | |||||
cos | Cos | ||||
Acos | |||||
atan | Atan | ||||
tan | Tan | ||||
reciprocal | Reciprocal | ||||
Square | |||||
Sqrt | |||||
Rsqrt | |||||
Exp | |||||
Log | |||||
Bias | √ | ||||
Noop | |||||
Threshold | √ | ||||
Hardsigmoid | |||||
Embedding | √ | √ | √ | ||
InstanceNorm | √ | ||||
MVN | √ | ||||
Absval | √ | ||||
Cast | √ | ||||
HardSwish | √ | ||||
Interp | √ | UpSampling | Upsample | ||
Selu | |||||
Elu | √ | LeakyReLU | ELU | √ | |
BroadMul | broadcast_mul | ||||
Logical | LOGICALOR | ||||
LOGICALAND | |||||
Gather | GATHER | ||||
Transpose | √ | TRANSPOSE | √ | ||
Comparison | Equal | EQUAL | |||
Greater | GREATER | ||||
GreaterEqual | GREATER_EQUAL | ||||
Less | LESS | ||||
LessEqual | |||||
LESS_GREATER | |||||
SpaceToDepth | SPACE_TO_DEPTH | ||||
DepthToSpace | DEPTH_TO_SPACE | ||||
Reverse | ReverseV2 | REVERSE_V2 | |||
SparseToDense | √ | SPARSE_TO_DENSE | |||
Ceil | √ | CEIL | |||
SquaredDifference | √ | SQUARED_DIFFERENCE | |||
Round | √ | ROUND | |||
ZerosLike | |||||
Clip | Clip | Clip | |||
Power | Power | ||||
Tile | Tile | ||||
L2Normalization | L2_NORMALIZATION | ||||
L2Pool | L2_POOL_2D | ||||
Relu1 | RELU_N1_TO_1 | ||||
LogSoftmax | LOG_SOFTMAX | ||||
Floor | Floor |