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# Serialized Test Coverage Report |
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This is an automatically generated file. Please see `caffe2/python/serialized_test/README.md` for details. In the case of merge conflicts, please rebase and regenerate. |
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## Summary |
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Serialized tests have covered 219/688 (31.8%) operators |
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## Not covered operators |
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<details> |
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<summary>There are 469 not covered operators</summary> |
|
|
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* APMeter |
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* ATen |
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* Abs |
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* AbsGradient |
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* Accumulate |
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* AccumulateHistogram |
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* Accuracy |
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* Adam |
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* Add |
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* AddGradient |
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* AdjustBatch |
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* Alias |
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* Allgather |
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* Allreduce |
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* And |
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* Append |
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* Assert |
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* AtomicAppend |
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* AtomicFetchAdd |
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* AtomicIter |
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* AveragePool |
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* AveragePool1D |
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* AveragePool1DGradient |
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* AveragePool2D |
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* AveragePool2DGradient |
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* AveragePool3D |
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* AveragePool3DGradient |
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* AveragePoolGradient |
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* AveragePut |
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* BRGNCHWCToPackedInt8BGRAStylizerDeprocess |
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* Barrier |
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* BatchToSpace |
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* BisectPercentile |
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* BitwiseAnd |
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* BitwiseOr |
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* BitwiseXor |
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* BooleanMaskLengths |
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* Broadcast |
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* ByteWeightDequant |
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* Cast |
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* Cbrt |
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* CbrtGradient |
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* CheckAtomicBool |
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* CheckCounterDone |
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* CheckDatasetConsistency |
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* Checkpoint |
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* CloneCommonWorld |
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* CloseBlobsQueue |
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* CloseRebatchingQueue |
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* Col2Im |
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* CollectTensor |
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* ComputeOffset |
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* ConcatTensorVector |
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* ConditionalSetAtomicBool |
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* Conv1D |
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* Conv1DGradient |
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* Conv2D |
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* Conv2DGradient |
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* Conv3D |
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* Conv3DGradient |
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* ConvTranspose |
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* ConvTransposeGradient |
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* Copy |
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* CopyFromCPUInput |
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* CopyOnDeviceLike |
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* Cos |
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* CosGradient |
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* CosineSimilarity |
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* CosineSimilarityGradient |
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* CountDown |
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* CountUp |
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* CreateAtomicBool |
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* CreateBlobsQueue |
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* CreateBlobsQueueDB |
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* CreateCommonWorld |
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* CreateCounter |
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* CreateDB |
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* CreateMap |
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* CreateMutex |
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* CreateRebatchingQueue |
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* CreateScope |
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* CreateTensorVector |
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* CreateTextFileReader |
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* CreateTreeCursor |
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* CrossEntropy |
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* CrossEntropyGradient |
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* Cube |
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* CubeGradient |
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* DBExists |
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* DataCouple |
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* DenseVectorToIdList |
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* DepthConcat |
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* DepthSplit |
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* DequeueBlobs |
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* DequeueRebatchingQueue |
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* DestroyCommonWorld |
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* Div |
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* DivGradient |
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* Do |
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* DotProductWithPadding |
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* DotProductWithPaddingGradient |
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* EQ |
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* EnforceFinite |
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* EnqueueBlobs |
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* EnqueueRebatchingQueue |
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* EnsureCPUOutput |
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* EnsureClipped |
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* EnsureDense |
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* Exp |
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* ExpandDims |
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* FCTransposed |
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* FCTransposedGradient |
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* Fail |
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* FeedBlob |
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* FileStoreHandlerCreate |
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* Flatten |
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* FlattenToVec |
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* FloatToFused8BitRowwiseQuantized |
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* FloatToFusedRandRowwiseQuantized |
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* FloatToRowwiseQuantized8Bits |
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* Free |
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* Ftrl |
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* Fused8BitRowwiseQuantizedToFloat |
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* Fused8BitRowwiseQuantizedToHalfFloat |
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* FusedRandRowwiseQuantizedToFloat |
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* GE |
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* GFtrl |
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* GT |
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* GatherByKey |
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* GatherFused8BitRowwise |
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* GaussianFill |
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* GenerateProposals |
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* GenerateProposalsCPP |
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* GetAllBlobNames |
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* GetCursorOffset |
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* GivenTensorBoolFill |
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* GivenTensorByteStringToUInt8Fill |
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* GivenTensorDoubleFill |
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* GivenTensorFill |
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* GivenTensorInt64Fill |
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* GivenTensorIntFill |
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* GivenTensorStringFill |
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* HSoftmax |
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* HSoftmaxGradient |
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* HSoftmaxSearch |
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* HalfFloatToFused8BitRowwiseQuantized |
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* HardSigmoid |
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* HardSigmoidGradient |
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* HasElements |
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* HasScope |
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* HeatmapMaxKeypoint |
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* HuffmanTreeHierarchy |
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* If |
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* Im2Col |
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* IncrementPut |
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* IndexFreeze |
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* IndexGet |
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* IndexLoad |
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* IndexSize |
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* IndexStore |
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* Int8Add |
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* Int8AddRelu |
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* Int8AveragePool |
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* Int8AveragePoolRelu |
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* Int8ChannelShuffle |
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* Int8Concat |
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* Int8Conv |
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* Int8ConvRelu |
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* Int8ConvTranspose |
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* Int8Dequantize |
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* Int8FC |
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* Int8Flatten |
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* Int8GivenIntTensorFill |
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* Int8GivenTensorFill |
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* Int8LeakyRelu |
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* Int8MaxPool |
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* Int8MaxPoolRelu |
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* Int8Quantize |
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* Int8Relu |
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* Int8Reshape |
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* Int8ResizeNearest |
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* Int8RoIAlign |
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* Int8Sigmoid |
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* Int8Slice |
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* Int8Softmax |
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* Int8Sum |
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* Int8SumRelu |
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* IntIndexCreate |
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* IsEmpty |
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* Iter |
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* KeySplit |
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* KeyValueToMap |
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* L1Distance |
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* L1DistanceGradient |
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* LC1D |
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* LC1DGradient |
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* LC2D |
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* LC2DGradient |
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* LC3D |
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* LC3DGradient |
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* LE |
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* LRN |
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* LRNGradient |
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* LSTMUnit |
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* LSTMUnitGradient |
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* LT |
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* LabelCrossEntropy |
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* LabelCrossEntropyGradient |
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* LambdaRankNdcg |
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* LambdaRankNdcgGradient |
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* Lars |
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* LastNWindowCollector |
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* LayerNorm |
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* LengthsIndicesInGradientMeanGradient |
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* LengthsIndicesInGradientSumGradient |
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* LengthsMax |
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* LengthsMaxWithMainInputAndForwardOutputGradient |
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* LengthsMean |
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* LengthsMeanGradient |
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* LengthsPartition |
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* LengthsSumGradient |
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* LengthsToSegmentIds |
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* LengthsToShape |
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* LengthsToWeights |
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* LengthsWeightedSum |
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* LengthsWeightedSumGradient |
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* LengthsWeightedSumWithMainInputGradient |
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* Load |
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* LogFatal |
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* Logit |
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* LogitGradient |
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* LongIndexCreate |
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* LpNorm |
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* LpNormGradient |
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* LpPool |
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* LpPoolGradient |
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* MSRAFill |
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* MakeTwoClass |
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* MakeTwoClassGradient |
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* MapToKeyValue |
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* MaxPool |
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* MaxPool1D |
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* MaxPool1DGradient |
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* MaxPool2D |
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* MaxPool2DGradient |
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* MaxPool3D |
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* MaxPool3DGradient |
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* MaxPoolGradient |
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* MergeDim |
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* MergeMultiListFeatureTensors |
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* MergeMultiListFeatureTensorsGradient |
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* MergeMultiMapFeatureTensors |
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* MergeMultiMapFeatureTensorsGradient |
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* MergeMultiScalarFeatureTensors |
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* MergeMultiScalarFeatureTensorsGradient |
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* MergeSingleListFeatureTensors |
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* MergeSingleListFeatureTensorsGradient |
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* MergeSingleMapFeatureTensors |
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* MergeSingleMapFeatureTensorsGradient |
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* MergeSingleScalarFeatureTensors |
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* MergeSingleScalarFeatureTensorsGradient |
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* Mod |
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* MomentumSGDUpdate |
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* MulGradient |
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* MultiClassAccuracy |
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* NCHW2NHWC |
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* NE |
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* NGramFromCategorical |
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* NHWC2NCHW |
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* Normalize |
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* NormalizeGradient |
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* NormalizeL1 |
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* NormalizePlanarYUV |
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* Not |
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* Onnxifi |
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* Or |
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* PRelu |
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* PReluGradient |
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* PackRecords |
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* PackedInt8BGRANHWCToNCHWCStylizerPreprocess |
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* PadEmptySamples |
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* Partition |
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* Percentile |
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* Perplexity |
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* PrependDim |
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* Print |
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* Python |
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* PythonDLPack |
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* PythonDLPackGradient |
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* PythonGradient |
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* QuantDecode |
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* QuantDecodeGradient |
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* RMACRegions |
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* Range |
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* RangeFill |
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* ReadNextBatch |
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* ReadRandomBatch |
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* ReceiveTensor |
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* Reciprocal |
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* ReciprocalGradient |
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* RecurrentNetworkBlobFetcher |
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* Reduce |
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* ReduceBackSum |
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* ReduceBackSumGradient |
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* ReduceFrontWeightedSum |
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* ReduceFrontWeightedSumGradient |
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* ReduceL1 |
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* ReduceL1Gradient |
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* ReduceScatter |
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* ReduceSum |
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* ReduceSumGradient |
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* ReduceTailSum |
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* RemovePadding |
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* ReplaceNaN |
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* ReservoirSampling |
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* ResetCounter |
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* ResetCursor |
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* Reshape |
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* ResizeLike |
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* ResizeNearest |
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* ResizeNearestGradient |
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* RetrieveCount |
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* RmsProp |
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* RoIAlign |
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* RoIAlignGradient |
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* RoIAlignRotated |
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* RoIPool |
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* RoIPoolGradient |
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* RowMul |
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* RowWiseSparseAdam |
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* Rowwise8BitQuantizedToFloat |
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* Rsqrt |
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* RsqrtGradient |
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* SafeDequeueBlobs |
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* SafeEnqueueBlobs |
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* Save |
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* Scale |
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* SegmentIdsToLengths |
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* SegmentIdsToRanges |
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* SendTensor |
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* Shape |
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* Sigmoid |
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* SigmoidCrossEntropyWithLogits |
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* SigmoidCrossEntropyWithLogitsGradient |
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* SigmoidGradient |
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* Sin |
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* SinGradient |
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* Snapshot |
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* Softplus |
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* SoftplusGradient |
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* Softsign |
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* SoftsignGradient |
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* SortAndShuffle |
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* SortedSegmentMean |
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* SortedSegmentMeanGradient |
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* SortedSegmentRangeLogMeanExp |
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* SortedSegmentRangeLogMeanExpGradient |
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* SortedSegmentRangeLogSumExp |
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* SortedSegmentRangeLogSumExpGradient |
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* SortedSegmentRangeMax |
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* SortedSegmentRangeMaxGradient |
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* SortedSegmentRangeMean |
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* SortedSegmentRangeMeanGradient |
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* SortedSegmentRangeSum |
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* SortedSegmentRangeSumGradient |
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* SortedSegmentSum |
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* SortedSegmentSumGradient |
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* SortedSegmentWeightedSum |
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* SortedSegmentWeightedSumGradient |
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* SpaceToBatch |
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* SparseAdam |
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* SparseFtrl |
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* SparseLengthsIndicesInGradientMeanGradient |
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* SparseLengthsIndicesInGradientSumGradient |
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* SparseLengthsIndicesInGradientWeightedSumGradient |
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* SparseLengthsIndicesInGradientWeightedSumWithMainInputGradient |
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* SparseLengthsMean |
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* SparseLengthsMean8BitsRowwise |
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* SparseLengthsMeanFused8BitRowwise |
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* SparseLengthsMeanGradient |
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* SparseLengthsPositionalWeightedSum |
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* SparseLengthsSum |
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* SparseLengthsSum8BitsRowwise |
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* SparseLengthsSumFused8BitRowwise |
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* SparseLengthsSumGradient |
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* SparseLengthsWeightedMean8BitsRowwise |
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* SparseLengthsWeightedSum |
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* SparseLengthsWeightedSum8BitsRowwise |
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* SparseLengthsWeightedSumFused8BitRowwise |
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* SparseLengthsWeightedSumGradient |
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* SparseLengthsWeightedSumWithMainInputGradient |
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* SparseNormalize |
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* SparseSortedSegmentMean |
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* SparseSortedSegmentMeanGradient |
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* SparseSortedSegmentSum |
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* SparseSortedSegmentSumGradient |
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* SparseSortedSegmentWeightedSum |
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* SparseSortedSegmentWeightedSumGradient |
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* SparseToDense |
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* SparseToDenseMask |
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* SparseToDenseMaskGradient |
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* SparseUnsortedSegmentMean |
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* SparseUnsortedSegmentMeanGradient |
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* SparseUnsortedSegmentSum |
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* SparseUnsortedSegmentSumGradient |
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* SparseUnsortedSegmentWeightedSum |
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* SparseUnsortedSegmentWeightedSumGradient |
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* Sqr |
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* Sqrt |
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* SquaredL2Distance |
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* SquaredL2DistanceGradient |
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* Squeeze |
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* StatRegistryCreate |
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* StatRegistryExport |
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* StatRegistryUpdate |
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* StdDevPut |
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* StopGradient |
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* StoreAdd |
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* StoreGet |
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* StoreSet |
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* StoreWait |
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* StringIndexCreate |
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* StringJoin |
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* StringPrefix |
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* StringSuffix |
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* StumpFunc |
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* StumpFuncIndex |
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* SubGradient |
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* Sum |
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* SumInt |
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* Summarize |
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* SwapBestPath |
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* Swish |
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* SwishGradient |
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* TT |
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* TTLinearGradient |
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* TensorProtosDBInput |
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* TensorVectorSize |
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* TextFileReaderRead |
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* ThrowChildThreadException |
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* ThrowException |
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* TimerBegin |
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* TimerEnd |
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* TimerGet |
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* TimerGetAndEnd |
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* TrimDataset |
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* UnPackRecords |
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* UniformFill |
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* UniformIntFill |
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* UniqueUniformFill |
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* UnsortedSegmentMean |
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* UnsortedSegmentMeanGradient |
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* UnsortedSegmentSum |
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* UnsortedSegmentSumGradient |
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* UnsortedSegmentWeightedSum |
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* UnsortedSegmentWeightedSumGradient |
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* VariableLengthSequencePadding |
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* ViterbiPath |
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* WallClockTime |
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* WeightedMultiSampling |
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* WeightedSample |
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* WeightedSampleDequeueBlobs |
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* WeightedSigmoidCrossEntropyWithLogits |
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* WeightedSigmoidCrossEntropyWithLogitsGradient |
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* While |
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* XavierFill |
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* Xor |
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* YellowFin |
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* ZeroGradient |
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</details> |
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|
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## Covered operators |
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<details> |
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<summary>There are 219 covered operators</summary> |
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|
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* Acos |
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* AcosGradient |
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* Adadelta |
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* Adagrad |
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* AddPadding |
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* AffineChannel |
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* AffineChannelGradient |
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* ArgMax |
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* ArgMin |
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* Asin |
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* AsinGradient |
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* Atan |
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* AtanGradient |
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* AveragedLoss |
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* AveragedLossGradient |
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* BBoxTransform |
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* BatchBoxCox |
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* BatchBucketOneHot |
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* BatchBucketize |
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* BatchDenseToSparse |
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* BatchGather |
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* BatchGatherGradient |
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* BatchMatMul |
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* BatchMoments |
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* BatchMomentsGradient |
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* BatchOneHot |
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* BatchSparseToDense |
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* BernoulliJSD |
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* BernoulliJSDGradient |
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* BooleanMask |
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* BooleanUnmask |
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* BoxWithNMSLimit |
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* CTCBeamSearchDecoder |
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* CTCGreedyDecoder |
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* Ceil |
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* ChannelBackpropStats |
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* ChannelShuffle |
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* ChannelShuffleGradient |
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* ChannelStats |
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* Clip |
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* ClipGradient |
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* ClipTensorByScaling |
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* CollectAndDistributeFpnRpnProposals |
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* ColwiseMax |
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* ColwiseMaxGradient |
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* Concat |
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* Conditional |
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* ConstantFill |
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* Conv |
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* ConvGradient |
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* Cosh |
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* CoshGradient |
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* CosineEmbeddingCriterion |
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* CosineEmbeddingCriterionGradient |
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* DiagonalFill |
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* DotProduct |
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* DotProductGradient |
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* Dropout |
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* DropoutGrad |
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* ElementwiseLinear |
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* ElementwiseLinearGradient |
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* Elu |
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* EluGradient |
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* Erf |
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* ErfGradient |
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* Expand |
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* ExpandGradient |
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* FC |
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* FCGradient |
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* Find |
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* FindDuplicateElements |
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* FlexibleTopK |
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* FlexibleTopKGradient |
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* Floor |
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* GRUUnit |
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* GRUUnitGradient |
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* Gather |
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* GatherPadding |
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* GatherRanges |
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* GatherRangesToDense |
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* Glu |
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* GroupNorm |
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* GroupNormGradient |
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* IndexHash |
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* InstanceNorm |
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* InstanceNormGradient |
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* IntegralImage |
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* IntegralImageGradient |
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* IsMemberOf |
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* LC |
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* LCGradient |
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* LayerNormGradient |
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* LeakyRelu |
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* LeakyReluGradient |
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* LearningRate |
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* LearningRateAdaption |
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* LengthsGather |
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* LengthsPad |
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* LengthsRangeFill |
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* LengthsSplit |
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* LengthsSum |
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* LengthsTile |
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* LengthsToRanges |
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* LengthsTopK |
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* LengthsTopKGradient |
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* Log |
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* MarginRankingCriterion |
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* MarginRankingCriterionGradient |
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* MatMul |
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* Max |
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* MaxGradient |
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* Mean |
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* MeanGradient |
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* MergeIdLists |
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* Min |
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* MinGradient |
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* Moments |
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* MomentsGradient |
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* MomentumSGD |
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* Mul |
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* NanCheck |
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* NegateGradient |
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* Negative |
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* NumpyTile |
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* ONNXWhile |
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* OneHot |
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* PackRNNSequence |
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* PackSegments |
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* PadImage |
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* PadImageGradient |
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* PairWiseLoss |
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* PairWiseLossGradient |
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* PiecewiseLinearTransform |
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* Pow |
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* RecurrentNetwork |
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* RecurrentNetworkGradient |
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* ReduceBackMax |
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* ReduceBackMaxGradient |
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* ReduceBackMean |
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* ReduceBackMeanGradient |
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* ReduceFrontMax |
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* ReduceFrontMaxGradient |
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* ReduceFrontMean |
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* ReduceFrontMeanGradient |
|
* ReduceFrontSum |
|
* ReduceFrontSumGradient |
|
* ReduceL2 |
|
* ReduceL2Gradient |
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* ReduceMax |
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* ReduceMaxGradient |
|
* ReduceMean |
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* ReduceMeanGradient |
|
* ReduceMin |
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* ReduceMinGradient |
|
* Relu |
|
* ReluGradient |
|
* ReluN |
|
* ReluNGradient |
|
* RemoveDataBlocks |
|
* ReversePackedSegs |
|
* RowWiseSparseAdagrad |
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* RowwiseMax |
|
* RowwiseMaxGradient |
|
* ScatterAssign |
|
* ScatterWeightedSum |
|
* SegmentOneHot |
|
* Selu |
|
* SeluGradient |
|
* SequenceMask |
|
* Sign |
|
* Sinh |
|
* SinhGradient |
|
* SinusoidPositionEncoding |
|
* Size |
|
* Slice |
|
* SliceGradient |
|
* Softmax |
|
* SoftmaxGradient |
|
* SoftmaxWithLoss |
|
* SoftmaxWithLossGradient |
|
* SparseAdadelta |
|
* SparseAdagrad |
|
* SparseMomentumSGDUpdate |
|
* SparseWngrad |
|
* SpatialBN |
|
* SpatialBNGradient |
|
* SpatialSoftmaxWithLoss |
|
* SpatialSoftmaxWithLossGradient |
|
* Split |
|
* SplitByLengths |
|
* SquareRootDivide |
|
* StringEndsWith |
|
* StringStartsWith |
|
* Sub |
|
* SumElements |
|
* SumElementsGradient |
|
* SumElementsInt |
|
* SumReduceLike |
|
* SumSqrElements |
|
* Tan |
|
* TanGradient |
|
* Tanh |
|
* TanhGradient |
|
* ThresholdedRelu |
|
* ThresholdedReluGradient |
|
* Tile |
|
* TileGradient |
|
* TopK |
|
* TopKGradient |
|
* Transpose |
|
* Unique |
|
* UnpackRNNSequence |
|
* UnpackSegments |
|
* UpsampleBilinear |
|
* UpsampleBilinearGradient |
|
* WeightedSum |
|
* WeightedSumGradient |
|
* Where |
|
* Wngrad |
|
</details> |
|
|
|
## Excluded from coverage statistics |
|
### Schemaless operators |
|
<details> |
|
<summary>There are 22 schemaless operators</summary> |
|
|
|
* C10Add_DontUseThisOpYet |
|
* C10AveragedLoss_DontUseThisOpYet |
|
* C10BatchGather_DontUseThisOpYet |
|
* C10BatchMatMul_DontUseThisOpYet |
|
* C10Cast_DontUseThisOpYet |
|
* C10Concat_DontUseThisOpYet |
|
* C10ConstantFill_DontUseThisOpYet |
|
* C10EnforceFinite_DontUseThisOpYet |
|
* C10ExpandDims_DontUseThisOpYet |
|
* C10FC_DontUseThisOpYet |
|
* C10Flatten_DontUseThisOpYet |
|
* C10GivenTensorFill_DontUseThisOpYet |
|
* C10GivenTensorInt64Fill_DontUseThisOpYet |
|
* C10GivenTensorIntFill_DontUseThisOpYet |
|
* C10LayerNorm_DontUseThisOpYet |
|
* C10Mul_DontUseThisOpYet |
|
* C10Relu_DontUseThisOpYet |
|
* C10SigmoidCrossEntropyWithLogits_DontUseThisOpYet |
|
* C10Sigmoid_DontUseThisOpYet |
|
* C10SparseLengthsSum_DontUseThisOpYet |
|
* C10StopGradient_DontUseThisOpYet |
|
* C10UniformFill_DontUseThisOpYet |
|
</details> |
|
|
