Serialized Test Coverage Report

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.

Summary

Serialized tests have covered 217/684 (31.7%) operators

Not covered operators

• APMeter
• ATen
• Abs
• AbsGradient
• Accumulate
• AccumulateHistogram
• Accuracy
• Adam
• Add
• AddGradient
• Alias
• Allgather
• Allreduce
• And
• Append
• Assert
• AtomicAppend
• AtomicFetchAdd
• AtomicIter
• AveragePool
• AveragePool1D
• AveragePool1DGradient
• AveragePool2D
• AveragePool2DGradient
• AveragePool3D
• AveragePool3DGradient
• AveragePoolGradient
• AveragePut
• BRGNCHWCToPackedInt8BGRAStylizerDeprocess
• Barrier
• BatchToSpace
• BisectPercentile
• BitwiseAnd
• BitwiseOr
• BitwiseXor
• BooleanMaskLengths
• Broadcast
• ByteWeightDequant
• Cast
• Cbrt
• CbrtGradient
• CheckAtomicBool
• CheckCounterDone
• CheckDatasetConsistency
• Checkpoint
• CloneCommonWorld
• CloseBlobsQueue
• CloseRebatchingQueue
• Col2Im
• CollectTensor
• ComputeOffset
• ConcatTensorVector
• ConditionalSetAtomicBool
• Conv1D
• Conv1DGradient
• Conv2D
• Conv2DGradient
• Conv3D
• Conv3DGradient
• ConvTranspose
• ConvTransposeGradient
• Copy
• CopyFromCPUInput
• CopyOnDeviceLike
• Cos
• CosGradient
• CosineSimilarity
• CosineSimilarityGradient
• CountDown
• CountUp
• CreateAtomicBool
• CreateBlobsQueue
• CreateBlobsQueueDB
• CreateCommonWorld
• CreateCounter
• CreateDB
• CreateMap
• CreateMutex
• CreateRebatchingQueue
• CreateScope
• CreateTensorVector
• CreateTextFileReader
• CreateTreeCursor
• CrossEntropy
• CrossEntropyGradient
• Cube
• CubeGradient
• DBExists
• DataCouple
• DepthConcat
• DepthSplit
• DequeueBlobs
• DequeueRebatchingQueue
• DestroyCommonWorld
• Div
• DivGradient
• Do
• DotProductWithPadding
• DotProductWithPaddingGradient
• EQ
• EnforceFinite
• EnqueueBlobs
• EnqueueRebatchingQueue
• EnsureCPUOutput
• EnsureClipped
• EnsureDense
• Exp
• ExpandDims
• FCTransposed
• FCTransposedGradient
• Fail
• FeedBlob
• FileStoreHandlerCreate
• Flatten
• FlattenToVec
• FloatToFused8BitRowwiseQuantized
• FloatToFusedRandRowwiseQuantized
• FloatToRowwiseQuantized8Bits
• Free
• Ftrl
• Fused8BitRowwiseQuantizedToFloat
• Fused8BitRowwiseQuantizedToHalfFloat
• FusedRandRowwiseQuantizedToFloat
• GE
• GFtrl
• GT
• GatherByKey
• GatherFused8BitRowwise
• GaussianFill
• GenerateProposals
• GenerateProposalsCPP
• GetAllBlobNames
• GetCursorOffset
• GivenTensorBoolFill
• GivenTensorByteStringToUInt8Fill
• GivenTensorDoubleFill
• GivenTensorFill
• GivenTensorInt64Fill
• GivenTensorIntFill
• GivenTensorStringFill
• HSoftmax
• HSoftmaxGradient
• HSoftmaxSearch
• HalfFloatToFused8BitRowwiseQuantized
• HardSigmoid
• HardSigmoidGradient
• HasElements
• HasScope
• HeatmapMaxKeypoint
• HuffmanTreeHierarchy
• If
• Im2Col
• IncrementPut
• IndexFreeze
• IndexGet
• IndexLoad
• IndexSize
• IndexStore
• Int8Add
• Int8AddRelu
• Int8AveragePool
• Int8AveragePoolRelu
• Int8ChannelShuffle
• Int8Concat
• Int8Conv
• Int8ConvRelu
• Int8ConvTranspose
• Int8Dequantize
• Int8FC
• Int8Flatten
• Int8GivenIntTensorFill
• Int8GivenTensorFill
• Int8LeakyRelu
• Int8MaxPool
• Int8MaxPoolRelu
• Int8Quantize
• Int8Relu
• Int8Reshape
• Int8ResizeNearest
• Int8RoIAlign
• Int8Sigmoid
• Int8Slice
• Int8Softmax
• Int8Sum
• Int8SumRelu
• IntIndexCreate
• IsEmpty
• Iter
• KeySplit
• KeyValueToMap
• L1Distance
• L1DistanceGradient
• LC1D
• LC1DGradient
• LC2D
• LC2DGradient
• LC3D
• LC3DGradient
• LE
• LRN
• LRNGradient
• LSTMUnit
• LSTMUnitGradient
• LT
• LabelCrossEntropy
• LabelCrossEntropyGradient
• LambdaRankNdcg
• LambdaRankNdcgGradient
• Lars
• LastNWindowCollector
• LayerNorm
• LengthsIndicesInGradientMeanGradient
• LengthsIndicesInGradientSumGradient
• LengthsMax
• LengthsMaxWithMainInputAndForwardOutputGradient
• LengthsMean
• LengthsMeanGradient
• LengthsPartition
• LengthsSumGradient
• LengthsToSegmentIds
• LengthsToShape
• LengthsToWeights
• LengthsWeightedSum
• LengthsWeightedSumGradient
• LengthsWeightedSumWithMainInputGradient
• Load
• LogFatal
• Logit
• LogitGradient
• LongIndexCreate
• LpNorm
• LpNormGradient
• LpPool
• LpPoolGradient
• MSRAFill
• MakeTwoClass
• MakeTwoClassGradient
• MapToKeyValue
• MaxPool
• MaxPool1D
• MaxPool1DGradient
• MaxPool2D
• MaxPool2DGradient
• MaxPool3D
• MaxPool3DGradient
• MaxPoolGradient
• MergeDim
• MergeMultiListFeatureTensors
• MergeMultiListFeatureTensorsGradient
• MergeMultiMapFeatureTensors
• MergeMultiMapFeatureTensorsGradient
• MergeMultiScalarFeatureTensors
• MergeMultiScalarFeatureTensorsGradient
• MergeSingleListFeatureTensors
• MergeSingleListFeatureTensorsGradient
• MergeSingleMapFeatureTensors
• MergeSingleMapFeatureTensorsGradient
• MergeSingleScalarFeatureTensors
• MergeSingleScalarFeatureTensorsGradient
• Mod
• MomentumSGDUpdate
• MulGradient
• MultiClassAccuracy
• NCHW2NHWC
• NE
• NGramFromCategorical
• NHWC2NCHW
• Normalize
• NormalizeGradient
• NormalizeL1
• NormalizePlanarYUV
• Not
• Onnxifi
• Or
• PRelu
• PReluGradient
• PackRecords
• PackedInt8BGRANHWCToNCHWCStylizerPreprocess
• PadEmptySamples
• Partition
• Percentile
• Perplexity
• PrependDim
• Print
• Python
• PythonDLPack
• PythonDLPackGradient
• PythonGradient
• QuantDecode
• QuantDecodeGradient
• RMACRegions
• Range
• RangeFill
• ReadNextBatch
• ReadRandomBatch
• ReceiveTensor
• Reciprocal
• ReciprocalGradient
• RecurrentNetworkBlobFetcher
• Reduce
• ReduceBackSum
• ReduceBackSumGradient
• ReduceFrontWeightedSum
• ReduceFrontWeightedSumGradient
• ReduceL1
• ReduceL1Gradient
• ReduceScatter
• ReduceSum
• ReduceSumGradient
• ReduceTailSum
• RemovePadding
• ReplaceNaN
• ReservoirSampling
• ResetCounter
• ResetCursor
• Reshape
• ResizeLike
• ResizeNearest
• ResizeNearestGradient
• RetrieveCount
• RmsProp
• RoIAlign
• RoIAlignGradient
• RoIAlignRotated
• RoIPool
• RoIPoolGradient
• RowMul
• RowWiseSparseAdam
• Rowwise8BitQuantizedToFloat
• Rsqrt
• RsqrtGradient
• SafeDequeueBlobs
• SafeEnqueueBlobs
• Save
• Scale
• SegmentIdsToLengths
• SegmentIdsToRanges
• SendTensor
• Shape
• Sigmoid
• SigmoidCrossEntropyWithLogits
• SigmoidCrossEntropyWithLogitsGradient
• SigmoidGradient
• Sin
• SinGradient
• Snapshot
• Softplus
• SoftplusGradient
• Softsign
• SoftsignGradient
• SortAndShuffle
• SortedSegmentMean
• SortedSegmentMeanGradient
• SortedSegmentRangeLogMeanExp
• SortedSegmentRangeLogMeanExpGradient
• SortedSegmentRangeLogSumExp
• SortedSegmentRangeLogSumExpGradient
• SortedSegmentRangeMax
• SortedSegmentRangeMaxGradient
• SortedSegmentRangeMean
• SortedSegmentRangeMeanGradient
• SortedSegmentRangeSum
• SortedSegmentRangeSumGradient
• SortedSegmentSum
• SortedSegmentSumGradient
• SortedSegmentWeightedSum
• SortedSegmentWeightedSumGradient
• SpaceToBatch
• SparseAdam
• SparseFtrl
• SparseLengthsIndicesInGradientMeanGradient
• SparseLengthsIndicesInGradientSumGradient
• SparseLengthsIndicesInGradientWeightedSumGradient
• SparseLengthsIndicesInGradientWeightedSumWithMainInputGradient
• SparseLengthsMean
• SparseLengthsMean8BitsRowwise
• SparseLengthsMeanFused8BitRowwise
• SparseLengthsMeanGradient
• SparseLengthsPositionalWeightedSum
• SparseLengthsSum
• SparseLengthsSum8BitsRowwise
• SparseLengthsSumFused8BitRowwise
• SparseLengthsSumGradient
• SparseLengthsWeightedMean8BitsRowwise
• SparseLengthsWeightedSum
• SparseLengthsWeightedSum8BitsRowwise
• SparseLengthsWeightedSumFused8BitRowwise
• SparseLengthsWeightedSumGradient
• SparseLengthsWeightedSumWithMainInputGradient
• SparseNormalize
• SparseSortedSegmentMean
• SparseSortedSegmentMeanGradient
• SparseSortedSegmentSum
• SparseSortedSegmentSumGradient
• SparseSortedSegmentWeightedSum
• SparseSortedSegmentWeightedSumGradient
• SparseToDense
• SparseToDenseMask
• SparseToDenseMaskGradient
• SparseUnsortedSegmentMean
• SparseUnsortedSegmentMeanGradient
• SparseUnsortedSegmentSum
• SparseUnsortedSegmentSumGradient
• SparseUnsortedSegmentWeightedSum
• SparseUnsortedSegmentWeightedSumGradient
• Sqr
• Sqrt
• SquaredL2Distance
• SquaredL2DistanceGradient
• Squeeze
• StatRegistryCreate
• StatRegistryExport
• StatRegistryUpdate
• StdDevPut
• StopGradient
• StoreAdd
• StoreGet
• StoreSet
• StoreWait
• StringIndexCreate
• StringJoin
• StringPrefix
• StringSuffix
• StumpFunc
• StumpFuncIndex
• SubGradient
• Sum
• SumInt
• Summarize
• SwapBestPath
• Swish
• SwishGradient
• TT
• TTLinearGradient
• TensorProtosDBInput
• TensorVectorSize
• TextFileReaderRead
• ThrowChildThreadException
• ThrowException
• TimerBegin
• TimerEnd
• TimerGet
• TimerGetAndEnd
• TrimDataset
• UnPackRecords
• UniformFill
• UniformIntFill
• UniqueUniformFill
• UnsortedSegmentMean
• UnsortedSegmentMeanGradient
• UnsortedSegmentSum
• UnsortedSegmentSumGradient
• UnsortedSegmentWeightedSum
• UnsortedSegmentWeightedSumGradient
• VariableLengthSequencePadding
• ViterbiPath
• WallClockTime
• WeightedMultiSampling
• WeightedSample
• WeightedSampleDequeueBlobs
• WeightedSigmoidCrossEntropyWithLogits
• WeightedSigmoidCrossEntropyWithLogitsGradient
• While
• XavierFill
• Xor
• YellowFin
• ZeroGradient

Covered operators

• Acos
• AcosGradient
• Adadelta
• Adagrad
• AddPadding
• AffineChannel
• AffineChannelGradient
• ArgMax
• ArgMin
• Asin
• AsinGradient
• Atan
• AtanGradient
• AveragedLoss
• AveragedLossGradient
• BBoxTransform
• BatchBoxCox
• BatchBucketOneHot
• BatchBucketize
• BatchDenseToSparse
• BatchGather
• BatchGatherGradient
• BatchMatMul
• BatchMoments
• BatchMomentsGradient
• BatchOneHot
• BatchSparseToDense
• BernoulliJSD
• BernoulliJSDGradient
• BooleanMask
• BooleanUnmask
• BoxWithNMSLimit
• CTCBeamSearchDecoder
• CTCGreedyDecoder
• Ceil
• ChannelBackpropStats
• ChannelShuffle
• ChannelShuffleGradient
• ChannelStats
• Clip
• ClipGradient
• ClipTensorByScaling
• CollectAndDistributeFpnRpnProposals
• ColwiseMax
• ColwiseMaxGradient
• Concat
• Conditional
• ConstantFill
• Conv
• ConvGradient
• Cosh
• CoshGradient
• CosineEmbeddingCriterion
• CosineEmbeddingCriterionGradient
• DiagonalFill
• DotProduct
• DotProductGradient
• Dropout
• DropoutGrad
• ElementwiseLinear
• ElementwiseLinearGradient
• Elu
• EluGradient
• Expand
• ExpandGradient
• FC
• FCGradient
• Find
• FindDuplicateElements
• FlexibleTopK
• FlexibleTopKGradient
• Floor
• GRUUnit
• GRUUnitGradient
• Gather
• GatherPadding
• GatherRanges
• GatherRangesToDense
• Glu
• GroupNorm
• GroupNormGradient
• IndexHash
• InstanceNorm
• InstanceNormGradient
• IntegralImage
• IntegralImageGradient
• IsMemberOf
• LC
• LCGradient
• LayerNormGradient
• LeakyRelu
• LeakyReluGradient
• LearningRate
• LearningRateAdaption
• LengthsGather
• LengthsPad
• LengthsRangeFill
• LengthsSplit
• LengthsSum
• LengthsTile
• LengthsToRanges
• LengthsTopK
• LengthsTopKGradient
• Log
• MarginRankingCriterion
• MarginRankingCriterionGradient
• MatMul
• Max
• MaxGradient
• Mean
• MeanGradient
• MergeIdLists
• Min
• MinGradient
• Moments
• MomentsGradient
• MomentumSGD
• Mul
• NanCheck
• NegateGradient
• Negative
• NumpyTile
• ONNXWhile
• OneHot
• PackRNNSequence
• PackSegments
• PadImage
• PadImageGradient
• PairWiseLoss
• PairWiseLossGradient
• PiecewiseLinearTransform
• Pow
• RecurrentNetwork
• RecurrentNetworkGradient
• ReduceBackMax
• ReduceBackMaxGradient
• ReduceBackMean
• ReduceBackMeanGradient
• ReduceFrontMax
• ReduceFrontMaxGradient
• ReduceFrontMean
• ReduceFrontMeanGradient
• ReduceFrontSum
• ReduceFrontSumGradient
• ReduceL2
• ReduceL2Gradient
• ReduceMax
• ReduceMaxGradient
• ReduceMean
• ReduceMeanGradient
• ReduceMin
• ReduceMinGradient
• Relu
• ReluGradient
• ReluN
• ReluNGradient
• RemoveDataBlocks
• ReversePackedSegs
• RowWiseSparseAdagrad
• 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

Excluded from coverage statistics

Schemaless operators

• 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
• C10Mul_DontUseThisOpYet
• C10Relu_DontUseThisOpYet
• C10SigmoidCrossEntropyWithLogits_DontUseThisOpYet
• C10Sigmoid_DontUseThisOpYet
• C10SparseLengthsSum_DontUseThisOpYet
• C10StopGradient_DontUseThisOpYet
• C10UniformFill_DontUseThisOpYet