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Merge pull request #503 from sony/feature/20190726-Update-nnabla-conv…
…erter-support-status-doc Update nnabla converter support status doc.
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doc/python/file_format_converter/nnabla-c-runtime/operator_coverage.rst
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| NNabla C Runtime Support Status | ||
| =============================== | ||
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| nnabla version: 1.0.21 | ||
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| - ✓: Supported | ||
| - △: Partially supported | ||
| - X: Supported, but test failed or no test data. | ||
| - Empty: Not support yet. | ||
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| Export | ||
| ------ | ||
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| Total: 53/172 | ||
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| .. table:: Neural Network Layer | ||
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| Count 8/14 | ||
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| ========================= ======== ============= | ||
| NNabla Function Status Description | ||
| ========================= ======== ============= | ||
| Affine ✓ | ||
| RNN | ||
| LSTM | ||
| GRU | ||
| Convolution ✓ | ||
| DepthwiseConvolution ✓ | ||
| Deconvolution ✓ | ||
| DepthwiseDeconvolution | ||
| MaxPooling ✓ | ||
| AveragePooling △ | ||
| GlobalAveragePooling | ||
| SumPooling ✓ | ||
| Unpooling ✓ | ||
| Embed | ||
| ========================= ======== ============= | ||
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| .. table:: Neural Network Activation Functions | ||
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| Count 8/21 | ||
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| ================= ======== ============= | ||
| 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 | ||
| ================= ======== ============= | ||
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| .. table:: Normalization | ||
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| Count 1/6 | ||
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| ========================== ======== ============= | ||
| NNabla Function Status Description | ||
| ========================== ======== ============= | ||
| FusedBatchNormalization | ||
| BatchNormalization ✓ | ||
| SyncBatchNormalization | ||
| MeanSubtraction X | ||
| ClipGradByValue | ||
| ClipGradByNorm | ||
| ========================== ======== ============= | ||
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| .. table:: Reduction | ||
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| Count 1/7 | ||
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| ================= ======== ============= | ||
| NNabla Function Status Description | ||
| ================= ======== ============= | ||
| Sum ✓ | ||
| Mean | ||
| Max | ||
| Min | ||
| Prod | ||
| ReduceSum | ||
| ReduceMean | ||
| ================= ======== ============= | ||
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| .. table:: Arithmetic | ||
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| Count 11/12 | ||
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| ================= ======== ============= | ||
| NNabla Function Status Description | ||
| ================= ======== ============= | ||
| Add2 ✓ | ||
| BcAdd2 | ||
| Sub2 ✓ | ||
| Mul2 ✓ | ||
| Div2 ✓ | ||
| Pow2 ✓ | ||
| AddScalar ✓ | ||
| MulScalar ✓ | ||
| PowScalar ✓ | ||
| RSubScalar ✓ | ||
| RDivScalar ✓ | ||
| RPowScalar ✓ | ||
| ================= ======== ============= | ||
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| .. table:: Logical | ||
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| Count 5/29 | ||
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| ===================== ======== ============= | ||
| 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 | ||
| ===================== ======== ============= | ||
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| .. table:: Math | ||
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| Count 5/22 | ||
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| ================= ======== ============= | ||
| 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 | ||
| ================= ======== ============= | ||
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| .. table:: Array Manipulation | ||
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| Count 7/19 | ||
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| ================= ======== ============= | ||
| 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 | ||
| ================= ======== ============= | ||
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| .. table:: Signal Processing | ||
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| Count 0/3 | ||
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| ================= ======== ============= | ||
| NNabla Function Status Description | ||
| ================= ======== ============= | ||
| Interpolate | ||
| FFT | ||
| IFFT | ||
| ================= ======== ============= | ||
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| .. table:: Stochasticity | ||
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| Count 1/11 | ||
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| ==================== ======== ============= | ||
| NNabla Function Status Description | ||
| ==================== ======== ============= | ||
| Dropout ✓ | ||
| TopKData | ||
| TopKGrad | ||
| Rand | ||
| Randint | ||
| Randn | ||
| RandomChoice | ||
| RandomCrop | ||
| RandomFlip | ||
| RandomShift | ||
| ImageAugmentation | ||
| ==================== ======== ============= | ||
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| .. table:: Loss Functions | ||
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| Count 0/9 | ||
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| ========================== ======== ============= | ||
| NNabla Function Status Description | ||
| ========================== ======== ============= | ||
| SigmoidCrossEntropy | ||
| BinaryCrossEntropy | ||
| SoftmaxCrossEntropy | ||
| CategoricalCrossEntropy | ||
| SquaredError | ||
| AbsoluteError | ||
| HuberLoss | ||
| EpsilonInsensitiveLoss | ||
| KLMultinomial | ||
| ========================== ======== ============= | ||
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| .. table:: Quantization Neural Network Layers | ||
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| Count 6/11 | ||
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| =========================== ======== ============= | ||
| NNabla Function Status Description | ||
| =========================== ======== ============= | ||
| BinarySigmoid ✓ | ||
| BinaryTanh ✓ | ||
| BinaryConnectAffine ✓ | ||
| BinaryConnectConvolution ✓ | ||
| BinaryWeightAffine ✓ | ||
| BinaryWeightConvolution ✓ | ||
| INQAffine | ||
| INQConvolution | ||
| FixedPointQuantize | ||
| Pow2Quantize | ||
| Prune | ||
| =========================== ======== ============= | ||
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| .. table:: Validation | ||
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| Count 0/3 | ||
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| ================== ======== ============= | ||
| NNabla Function Status Description | ||
| ================== ======== ============= | ||
| TopNError | ||
| BinaryError | ||
| ConfusionMatrix | ||
| ================== ======== ============= | ||
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| .. table:: Unsupported, Special Use | ||
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| Count 0/5 | ||
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| ===================== ======== ============= | ||
| NNabla Function Status Description | ||
| ===================== ======== ============= | ||
| VATNoise | ||
| Unlink | ||
| Sink | ||
| NmsDetection2d | ||
| MaxPoolingBackward | ||
| ===================== ======== ============= | ||
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