NNabla C Runtime Support Status¶
nnabla version: 1.0.21
- ✓: Supported
- △: Partially supported
- X: Supported, but test failed or no test data.
- Empty: Not support yet.
Export¶
Total: 52/172
Neural Network Layer¶
Count 8/14
NNabla Function Status Description Affine ✓ RNN LSTM GRU Convolution ✓ DepthwiseConvolution ✓ Deconvolution ✓ DepthwiseDeconvolution MaxPooling ✓ AveragePooling △ GlobalAveragePooling SumPooling ✓ Unpooling ✓ Embed
Neural Network Activation Functions¶
Count 8/21
NNabla Function Status Description Sigmoid ✓ Swish X Tanh ✓ ReLU ✓ LeakyReLU ✓ Softmax ✓ LogSoftmax ELU ✓ SELU ✓ CReLU X CELU X PReLU ✓ GELU ReLU6 HardSigmoid HardTanh LogSigmoid SoftPlus SoftSign TanhShrink Sinc
Normalization¶
Count 1/6
NNabla Function Status Description FusedBatchNormalization BatchNormalization ✓ SyncBatchNormalization MeanSubtraction X ClipGradByValue ClipGradByNorm
Reduction¶
Count 1/7
NNabla Function Status Description Sum ✓ Mean Max Min Prod ReduceSum ReduceMean
Arithmetic¶
Count 11/12
NNabla Function Status Description Add2 ✓ BcAdd2 Sub2 ✓ Mul2 ✓ Div2 ✓ Pow2 ✓ AddScalar ✓ MulScalar ✓ PowScalar ✓ RSubScalar ✓ RDivScalar ✓ RPowScalar ✓
Logical¶
Count 5/29
NNabla Function Status Description Sign ✓ Minimum2 ✓ Maximum2 ✓ MinimumScalar ✓ MaximumScalar ✓ LogicalAnd LogicalOr LogicalXor Equal NotEqual GreaterEqual Greater LessEqual Less LogicalAndScalar LogicalOrScalar LogicalXorScalar EqualScalar NotEqualScalar GreaterEqualScalar GreaterScalar LessEqualScalar LessScalar LogicalNot IsNaN IsInf ResetNaN ResetInf Where
Math¶
Count 5/22
NNabla Function Status Description Constant Arange Abs ✓ Exp ✓ Log ✓ Identity ✓ BatchMatmul ✓ Round X Ceil Floor Sin Cos Tan Sinh Cosh ASin ACos ATan ATan2 ASinh ACosh ATanh
Array Manipulation¶
Count 7/19
NNabla Function Status Description Concatenate ✓ Split ✓ Stack ✓ Slice ✓ Pad Transpose ✓ Broadcast BroadcastTo Tile OneHot Flip ✓ Shift X Sort Reshape ✓ MatrixDiag X MatrixDiagPart X Assign GatherNd ScatterNd
Stochasticity¶
Count 0/11
NNabla Function Status Description Dropout X TopKData TopKGrad Rand Randint Randn RandomChoice RandomCrop RandomFlip RandomShift ImageAugmentation
Loss Functions¶
Count 0/9
NNabla Function Status Description SigmoidCrossEntropy BinaryCrossEntropy SoftmaxCrossEntropy CategoricalCrossEntropy SquaredError AbsoluteError HuberLoss EpsilonInsensitiveLoss KLMultinomial
Quantization Neural Network Layers¶
Count 6/11
NNabla Function Status Description BinarySigmoid ✓ BinaryTanh ✓ BinaryConnectAffine ✓ BinaryConnectConvolution ✓ BinaryWeightAffine ✓ BinaryWeightConvolution ✓ INQAffine INQConvolution FixedPointQuantize Pow2Quantize Prune
Unsupported, Special Use¶
Count 0/5
NNabla Function Status Description VATNoise Unlink Sink NmsDetection2d MaxPoolingBackward