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  • tf.config
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  • tf.feature_column
    • Overview
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  • tf.graph_util
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  • tf.image
    • Overview
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  • tf.io
    • Overview
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      • Overview
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  • tf.keras
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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        • Overview
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      • Overview
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        • Overview
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          • Overview
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        • Overview
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          • Overview
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      • Overview
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    • metrics
      • Overview
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      • deserialize
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      • serialize
      • sparse_categorical_accuracy
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      • Overview
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      • Overview
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      • Overview
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        • Overview
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      • Overview
      • image
        • Overview
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        • Overview
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        • Overview
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      • Overview
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      • Overview
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      • experimental
        • Overview
        • DatasetCreator
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      • Overview
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        • Overview
  • tf.linalg
    • Overview
    • LinearOperator
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      • Overview
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      • Overview
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  • tf.mlir
    • Overview
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    • Overview
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    • Overview
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      • Overview
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  • tf.profiler
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  • tf.quantization
    • Overview
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  • tf.queue
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  • tf.random
    • Overview
    • Algorithm
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      • Overview
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  • tf.raw_ops
    • Overview
    • Abort
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    • ApplyAdadelta
    • ApplyAdagrad
    • ApplyAdagradDA
    • ApplyAdagradV2
    • ApplyAdam
    • ApplyAddSign
    • ApplyCenteredRMSProp
    • ApplyFtrl
    • ApplyFtrlV2
    • ApplyGradientDescent
    • ApplyMomentum
    • ApplyPowerSign
    • ApplyProximalAdagrad
    • ApplyProximalGradientDescent
    • ApplyRMSProp
    • ApproxTopK
    • ApproximateEqual
    • ArgMax
    • ArgMin
    • AsString
    • Asin
    • Asinh
    • Assert
    • AssertCardinalityDataset
    • AssertNextDataset
    • AssertPrevDataset
    • Assign
    • AssignAdd
    • AssignAddVariableOp
    • AssignSub
    • AssignSubVariableOp
    • AssignVariableOp
    • AssignVariableXlaConcatND
    • Atan
    • Atan2
    • Atanh
    • AudioSpectrogram
    • AudioSummary
    • AudioSummaryV2
    • AutoShardDataset
    • AvgPool
    • AvgPool3D
    • AvgPool3DGrad
    • AvgPoolGrad
    • BandedTriangularSolve
    • Barrier
    • BarrierClose
    • BarrierIncompleteSize
    • BarrierInsertMany
    • BarrierReadySize
    • BarrierTakeMany
    • Batch
    • BatchCholesky
    • BatchCholeskyGrad
    • BatchDataset
    • BatchDatasetV2
    • BatchFFT
    • BatchFFT2D
    • BatchFFT3D
    • BatchFunction
    • BatchIFFT
    • BatchIFFT2D
    • BatchIFFT3D
    • BatchMatMul
    • BatchMatMulV2
    • BatchMatMulV3
    • BatchMatrixBandPart
    • BatchMatrixDeterminant
    • BatchMatrixDiag
    • BatchMatrixDiagPart
    • BatchMatrixInverse
    • BatchMatrixSetDiag
    • BatchMatrixSolve
    • BatchMatrixSolveLs
    • BatchMatrixTriangularSolve
    • BatchNormWithGlobalNormalization
    • BatchNormWithGlobalNormalizationGrad
    • BatchSelfAdjointEig
    • BatchSelfAdjointEigV2
    • BatchSvd
    • BatchToSpace
    • BatchToSpaceND
    • BesselI0
    • BesselI0e
    • BesselI1
    • BesselI1e
    • BesselJ0
    • BesselJ1
    • BesselK0
    • BesselK0e
    • BesselK1
    • BesselK1e
    • BesselY0
    • BesselY1
    • Betainc
    • BiasAdd
    • BiasAddGrad
    • BiasAddV1
    • Bincount
    • Bitcast
    • BitwiseAnd
    • BitwiseOr
    • BitwiseXor
    • BlockLSTM
    • BlockLSTMGrad
    • BlockLSTMGradV2
    • BlockLSTMV2
    • BoostedTreesAggregateStats
    • BoostedTreesBucketize
    • BoostedTreesCalculateBestFeatureSplit
    • BoostedTreesCalculateBestFeatureSplitV2
    • BoostedTreesCalculateBestGainsPerFeature
    • BoostedTreesCenterBias
    • BoostedTreesCreateEnsemble
    • BoostedTreesCreateQuantileStreamResource
    • BoostedTreesDeserializeEnsemble
    • BoostedTreesEnsembleResourceHandleOp
    • BoostedTreesExampleDebugOutputs
    • BoostedTreesFlushQuantileSummaries
    • BoostedTreesGetEnsembleStates
    • BoostedTreesMakeQuantileSummaries
    • BoostedTreesMakeStatsSummary
    • BoostedTreesPredict
    • BoostedTreesQuantileStreamResourceAddSummaries
    • BoostedTreesQuantileStreamResourceDeserialize
    • BoostedTreesQuantileStreamResourceFlush
    • BoostedTreesQuantileStreamResourceGetBucketBoundaries
    • BoostedTreesQuantileStreamResourceHandleOp
    • BoostedTreesSerializeEnsemble
    • BoostedTreesSparseAggregateStats
    • BoostedTreesSparseCalculateBestFeatureSplit
    • BoostedTreesTrainingPredict
    • BoostedTreesUpdateEnsemble
    • BoostedTreesUpdateEnsembleV2
    • BroadcastArgs
    • BroadcastGradientArgs
    • BroadcastTo
    • Bucketize
    • BytesProducedStatsDataset
    • CSRSparseMatrixComponents
    • CSRSparseMatrixToDense
    • CSRSparseMatrixToSparseTensor
    • CSVDataset
    • CSVDatasetV2
    • CTCBeamSearchDecoder
    • CTCGreedyDecoder
    • CTCLoss
    • CTCLossV2
    • CacheDataset
    • CacheDatasetV2
    • Case
    • Cast
    • Ceil
    • CheckNumerics
    • CheckNumericsV2
    • Cholesky
    • CholeskyGrad
    • ChooseFastestBranchDataset
    • ChooseFastestDataset
    • ClipByValue
    • CloseSummaryWriter
    • CollectiveAllToAllV3
    • CollectiveAssignGroupV2
    • CollectiveBcastRecv
    • CollectiveBcastRecvV2
    • CollectiveBcastSend
    • CollectiveBcastSendV2
    • CollectiveGather
    • CollectiveGatherV2
    • CollectiveInitializeCommunicator
    • CollectivePermute
    • CollectiveReduce
    • CollectiveReduceV2
    • CollectiveReduceV3
    • CombinedNonMaxSuppression
    • Complex
    • ComplexAbs
    • CompositeTensorVariantFromComponents
    • CompositeTensorVariantToComponents
    • CompressElement
    • ComputeAccidentalHits
    • ComputeBatchSize
    • Concat
    • ConcatOffset
    • ConcatV2
    • ConcatenateDataset
    • ConditionalAccumulator
    • ConfigureDistributedTPU
    • ConfigureTPUEmbedding
    • Conj
    • ConjugateTranspose
    • Const
    • ConsumeMutexLock
    • ControlTrigger
    • Conv2D
    • Conv2DBackpropFilter
    • Conv2DBackpropInput
    • Conv3D
    • Conv3DBackpropFilter
    • Conv3DBackpropFilterV2
    • Conv3DBackpropInput
    • Conv3DBackpropInputV2
    • Copy
    • CopyHost
    • Cos
    • Cosh
    • CountUpTo
    • CreateSummaryDbWriter
    • CreateSummaryFileWriter
    • CropAndResize
    • CropAndResizeGradBoxes
    • CropAndResizeGradImage
    • Cross
    • CrossReplicaSum
    • CudnnRNN
    • CudnnRNNBackprop
    • CudnnRNNBackpropV2
    • CudnnRNNBackpropV3
    • CudnnRNNCanonicalToParams
    • CudnnRNNCanonicalToParamsV2
    • CudnnRNNParamsSize
    • CudnnRNNParamsToCanonical
    • CudnnRNNParamsToCanonicalV2
    • CudnnRNNV2
    • CudnnRNNV3
    • Cumprod
    • Cumsum
    • CumulativeLogsumexp
    • DataFormatDimMap
    • DataFormatVecPermute
    • DataServiceDataset
    • DataServiceDatasetV2
    • DataServiceDatasetV3
    • DataServiceDatasetV4
    • DatasetCardinality
    • DatasetFromGraph
    • DatasetToGraph
    • DatasetToGraphV2
    • DatasetToSingleElement
    • DatasetToTFRecord
    • Dawsn
    • DebugGradientIdentity
    • DebugGradientRefIdentity
    • DebugIdentity
    • DebugIdentityV2
    • DebugNanCount
    • DebugNumericSummary
    • DebugNumericSummaryV2
    • DecodeAndCropJpeg
    • DecodeBase64
    • DecodeBmp
    • DecodeCSV
    • DecodeCompressed
    • DecodeGif
    • DecodeImage
    • DecodeJSONExample
    • DecodeJpeg
    • DecodePaddedRaw
    • DecodePng
    • DecodeProtoV2
    • DecodeRaw
    • DecodeWav
    • DeepCopy
    • DeleteIterator
    • DeleteMemoryCache
    • DeleteMultiDeviceIterator
    • DeleteRandomSeedGenerator
    • DeleteSeedGenerator
    • DeleteSessionTensor
    • DenseBincount
    • DenseCountSparseOutput
    • DenseToCSRSparseMatrix
    • DenseToDenseSetOperation
    • DenseToSparseBatchDataset
    • DenseToSparseSetOperation
    • DepthToSpace
    • DepthwiseConv2dNative
    • DepthwiseConv2dNativeBackpropFilter
    • DepthwiseConv2dNativeBackpropInput
    • Dequantize
    • DeserializeIterator
    • DeserializeManySparse
    • DeserializeSparse
    • DestroyResourceOp
    • DestroyTemporaryVariable
    • DeviceIndex
    • Diag
    • DiagPart
    • Digamma
    • Dilation2D
    • Dilation2DBackpropFilter
    • Dilation2DBackpropInput
    • DirectedInterleaveDataset
    • DisableCopyOnRead
    • Div
    • DivNoNan
    • DrawBoundingBoxes
    • DrawBoundingBoxesV2
    • DummyIterationCounter
    • DummyMemoryCache
    • DummySeedGenerator
    • DynamicEnqueueTPUEmbeddingArbitraryTensorBatch
    • DynamicPartition
    • DynamicStitch
    • EagerPyFunc
    • EditDistance
    • Eig
    • Einsum
    • Elu
    • EluGrad
    • Empty
    • EmptyTensorList
    • EncodeBase64
    • EncodeJpeg
    • EncodeJpegVariableQuality
    • EncodePng
    • EncodeProto
    • EncodeWav
    • EnqueueTPUEmbeddingArbitraryTensorBatch
    • EnqueueTPUEmbeddingIntegerBatch
    • EnqueueTPUEmbeddingRaggedTensorBatch
    • EnqueueTPUEmbeddingSparseBatch
    • EnqueueTPUEmbeddingSparseTensorBatch
    • EnsureShape
    • Enter
    • Equal
    • Erf
    • Erfc
    • Erfinv
    • EuclideanNorm
    • Exit
    • Exp
    • ExpandDims
    • ExperimentalAssertNextDataset
    • ExperimentalAutoShardDataset
    • ExperimentalBytesProducedStatsDataset
    • ExperimentalCSVDataset
    • ExperimentalChooseFastestDataset
    • ExperimentalDatasetCardinality
    • ExperimentalDatasetToTFRecord
    • ExperimentalDenseToSparseBatchDataset
    • ExperimentalDirectedInterleaveDataset
    • ExperimentalGroupByReducerDataset
    • ExperimentalGroupByWindowDataset
    • ExperimentalIgnoreErrorsDataset
    • ExperimentalIteratorGetDevice
    • ExperimentalLMDBDataset
    • ExperimentalLatencyStatsDataset
    • ExperimentalMapAndBatchDataset
    • ExperimentalMapDataset
    • ExperimentalMatchingFilesDataset
    • ExperimentalMaxIntraOpParallelismDataset
    • ExperimentalNonSerializableDataset
    • ExperimentalParallelInterleaveDataset
    • ExperimentalParseExampleDataset
    • ExperimentalPrivateThreadPoolDataset
    • ExperimentalRandomDataset
    • ExperimentalRebatchDataset
    • ExperimentalScanDataset
    • ExperimentalSetStatsAggregatorDataset
    • ExperimentalSleepDataset
    • ExperimentalSlidingWindowDataset
    • ExperimentalSqlDataset
    • ExperimentalStatsAggregatorHandle
    • ExperimentalStatsAggregatorSummary
    • ExperimentalTakeWhileDataset
    • ExperimentalThreadPoolDataset
    • ExperimentalThreadPoolHandle
    • ExperimentalUnbatchDataset
    • ExperimentalUniqueDataset
    • Expint
    • Expm1
    • ExtractGlimpse
    • ExtractGlimpseV2
    • ExtractImagePatches
    • ExtractJpegShape
    • ExtractVolumePatches
    • FFT
    • FFT2D
    • FFT3D
    • FIFOQueue
    • FIFOQueueV2
    • Fact
    • FakeParam
    • FakeQuantWithMinMaxArgs
    • FakeQuantWithMinMaxArgsGradient
    • FakeQuantWithMinMaxVars
    • FakeQuantWithMinMaxVarsGradient
    • FakeQuantWithMinMaxVarsPerChannel
    • FakeQuantWithMinMaxVarsPerChannelGradient
    • FakeQueue
    • Fill
    • FilterByLastComponentDataset
    • FilterDataset
    • FinalizeDataset
    • Fingerprint
    • FixedLengthRecordDataset
    • FixedLengthRecordDatasetV2
    • FixedLengthRecordReader
    • FixedLengthRecordReaderV2
    • FixedUnigramCandidateSampler
    • FlatMapDataset
    • Floor
    • FloorDiv
    • FloorMod
    • FlushSummaryWriter
    • For
    • FractionalAvgPool
    • FractionalAvgPoolGrad
    • FractionalMaxPool
    • FractionalMaxPoolGrad
    • FresnelCos
    • FresnelSin
    • FusedBatchNorm
    • FusedBatchNormGrad
    • FusedBatchNormGradV2
    • FusedBatchNormGradV3
    • FusedBatchNormV2
    • FusedBatchNormV3
    • FusedPadConv2D
    • FusedResizeAndPadConv2D
    • GRUBlockCell
    • GRUBlockCellGrad
    • Gather
    • GatherNd
    • GatherV2
    • GenerateBoundingBoxProposals
    • GenerateVocabRemapping
    • GeneratorDataset
    • GetElementAtIndex
    • GetOptions
    • GetSessionHandle
    • GetSessionHandleV2
    • GetSessionTensor
    • Greater
    • GreaterEqual
    • GroupByReducerDataset
    • GroupByWindowDataset
    • GuaranteeConst
    • HSVToRGB
    • HashTable
    • HashTableV2
    • HistogramFixedWidth
    • HistogramSummary
    • IFFT
    • IFFT2D
    • IFFT3D
    • IRFFT
    • IRFFT2D
    • IRFFT3D
    • Identity
    • IdentityN
    • IdentityReader
    • IdentityReaderV2
    • If
    • Igamma
    • IgammaGradA
    • Igammac
    • IgnoreErrorsDataset
    • Imag
    • ImageProjectiveTransformV2
    • ImageProjectiveTransformV3
    • ImageSummary
    • ImmutableConst
    • ImportEvent
    • InTopK
    • InTopKV2
    • InfeedDequeue
    • InfeedDequeueTuple
    • InfeedEnqueue
    • InfeedEnqueuePrelinearizedBuffer
    • InfeedEnqueueTuple
    • InitializeTable
    • InitializeTableFromDataset
    • InitializeTableFromTextFile
    • InitializeTableFromTextFileV2
    • InitializeTableV2
    • InplaceAdd
    • InplaceSub
    • InplaceUpdate
    • InterleaveDataset
    • Inv
    • InvGrad
    • Invert
    • InvertPermutation
    • IsBoostedTreesEnsembleInitialized
    • IsBoostedTreesQuantileStreamResourceInitialized
    • IsFinite
    • IsInf
    • IsNan
    • IsTPUEmbeddingInitialized
    • IsVariableInitialized
    • IsotonicRegression
    • Iterator
    • IteratorFromStringHandle
    • IteratorFromStringHandleV2
    • IteratorGetDevice
    • IteratorGetNext
    • IteratorGetNextAsOptional
    • IteratorGetNextSync
    • IteratorToStringHandle
    • IteratorV2
    • L2Loss
    • LMDBDataset
    • LMDBReader
    • LRN
    • LRNGrad
    • LSTMBlockCell
    • LSTMBlockCellGrad
    • LatencyStatsDataset
    • LeakyRelu
    • LeakyReluGrad
    • LearnedUnigramCandidateSampler
    • LeftShift
    • LegacyParallelInterleaveDatasetV2
    • Less
    • LessEqual
    • Lgamma
    • LinSpace
    • ListDataset
    • ListDiff
    • LoadAndRemapMatrix
    • LoadDataset
    • LoadTPUEmbeddingADAMParameters
    • LoadTPUEmbeddingAdadeltaParameters
    • LoadTPUEmbeddingAdagradMomentumParameters
    • LoadTPUEmbeddingAdagradParameters
    • LoadTPUEmbeddingCenteredRMSPropParameters
    • LoadTPUEmbeddingFTRLParameters
    • LoadTPUEmbeddingFrequencyEstimatorParameters
    • LoadTPUEmbeddingMDLAdagradLightParameters
    • LoadTPUEmbeddingMomentumParameters
    • LoadTPUEmbeddingProximalAdagradParameters
    • LoadTPUEmbeddingProximalYogiParameters
    • LoadTPUEmbeddingRMSPropParameters
    • LoadTPUEmbeddingStochasticGradientDescentParameters
    • Log
    • Log1p
    • LogMatrixDeterminant
    • LogSoftmax
    • LogUniformCandidateSampler
    • LogicalAnd
    • LogicalNot
    • LogicalOr
    • LookupTableExport
    • LookupTableExportV2
    • LookupTableFind
    • LookupTableFindV2
    • LookupTableImport
    • LookupTableImportV2
    • LookupTableInsert
    • LookupTableInsertV2
    • LookupTableRemoveV2
    • LookupTableSize
    • LookupTableSizeV2
    • LoopCond
    • LowerBound
    • Lu
    • MakeIterator
    • MapAndBatchDataset
    • MapClear
    • MapDataset
    • MapDefun
    • MapIncompleteSize
    • MapPeek
    • MapSize
    • MapStage
    • MapUnstage
    • MapUnstageNoKey
    • MatMul
    • MatchingFiles
    • MatchingFilesDataset
    • MatrixBandPart
    • MatrixDeterminant
    • MatrixDiag
    • MatrixDiagPart
    • MatrixDiagPartV2
    • MatrixDiagPartV3
    • MatrixDiagV2
    • MatrixDiagV3
    • MatrixExponential
    • MatrixInverse
    • MatrixLogarithm
    • MatrixSetDiag
    • MatrixSetDiagV2
    • MatrixSetDiagV3
    • MatrixSolve
    • MatrixSolveLs
    • MatrixSquareRoot
    • MatrixTriangularSolve
    • Max
    • MaxIntraOpParallelismDataset
    • MaxPool
    • MaxPool3D
    • MaxPool3DGrad
    • MaxPool3DGradGrad
    • MaxPoolGrad
    • MaxPoolGradGrad
    • MaxPoolGradGradV2
    • MaxPoolGradGradWithArgmax
    • MaxPoolGradV2
    • MaxPoolGradWithArgmax
    • MaxPoolV2
    • MaxPoolWithArgmax
    • Maximum
    • Mean
    • Merge
    • MergeSummary
    • MergeV2Checkpoints
    • Mfcc
    • Min
    • Minimum
    • MirrorPad
    • MirrorPadGrad
    • Mod
    • ModelDataset
    • Mul
    • MulNoNan
    • MultiDeviceIterator
    • MultiDeviceIteratorFromStringHandle
    • MultiDeviceIteratorGetNextFromShard
    • MultiDeviceIteratorInit
    • MultiDeviceIteratorToStringHandle
    • Multinomial
    • MutableDenseHashTable
    • MutableDenseHashTableV2
    • MutableHashTable
    • MutableHashTableOfTensors
    • MutableHashTableOfTensorsV2
    • MutableHashTableV2
    • MutexLock
    • MutexV2
    • NcclAllReduce
    • NcclBroadcast
    • NcclReduce
    • Ndtri
    • Neg
    • NextAfter
    • NextIteration
    • NoOp
    • NonDeterministicInts
    • NonMaxSuppression
    • NonMaxSuppressionV2
    • NonMaxSuppressionV3
    • NonMaxSuppressionV4
    • NonMaxSuppressionV5
    • NonMaxSuppressionWithOverlaps
    • NonSerializableDataset
    • NotEqual
    • NthElement
    • OneHot
    • OneShotIterator
    • OnesLike
    • OptimizeDataset
    • OptimizeDatasetV2
    • OptionalFromValue
    • OptionalGetValue
    • OptionalHasValue
    • OptionalNone
    • OptionsDataset
    • OrderedMapClear
    • OrderedMapIncompleteSize
    • OrderedMapPeek
    • OrderedMapSize
    • OrderedMapStage
    • OrderedMapUnstage
    • OrderedMapUnstageNoKey
    • OutfeedDequeue
    • OutfeedDequeueTuple
    • OutfeedDequeueTupleV2
    • OutfeedDequeueV2
    • OutfeedEnqueue
    • OutfeedEnqueueTuple
    • Pack
    • Pad
    • PadV2
    • PaddedBatchDataset
    • PaddedBatchDatasetV2
    • PaddingFIFOQueue
    • PaddingFIFOQueueV2
    • ParallelBatchDataset
    • ParallelConcat
    • ParallelDynamicStitch
    • ParallelFilterDataset
    • ParallelInterleaveDataset
    • ParallelInterleaveDatasetV2
    • ParallelInterleaveDatasetV3
    • ParallelInterleaveDatasetV4
    • ParallelMapDataset
    • ParallelMapDatasetV2
    • ParameterizedTruncatedNormal
    • ParseExample
    • ParseExampleDataset
    • ParseExampleDatasetV2
    • ParseExampleV2
    • ParseSequenceExample
    • ParseSequenceExampleV2
    • ParseSingleExample
    • ParseSingleSequenceExample
    • ParseTensor
    • PartitionedCall
    • Placeholder
    • PlaceholderV2
    • PlaceholderWithDefault
    • Polygamma
    • PopulationCount
    • Pow
    • PrefetchDataset
    • Prelinearize
    • PrelinearizeTuple
    • PreventGradient
    • Print
    • PrintV2
    • PriorityQueue
    • PriorityQueueV2
    • PrivateThreadPoolDataset
    • Prod
    • PyFunc
    • PyFuncStateless
    • Qr
    • QuantizeAndDequantize
    • QuantizeAndDequantizeV2
    • QuantizeAndDequantizeV3
    • QuantizeAndDequantizeV4
    • QuantizeAndDequantizeV4Grad
    • QuantizeDownAndShrinkRange
    • QuantizeV2
    • QuantizedAdd
    • QuantizedAvgPool
    • QuantizedBatchNormWithGlobalNormalization
    • QuantizedBiasAdd
    • QuantizedConcat
    • QuantizedConv2D
    • QuantizedConv2DAndRelu
    • QuantizedConv2DAndReluAndRequantize
    • QuantizedConv2DAndRequantize
    • QuantizedConv2DPerChannel
    • QuantizedConv2DWithBias
    • QuantizedConv2DWithBiasAndRelu
    • QuantizedConv2DWithBiasAndReluAndRequantize
    • QuantizedConv2DWithBiasAndRequantize
    • QuantizedConv2DWithBiasSignedSumAndReluAndRequantize
    • QuantizedConv2DWithBiasSumAndRelu
    • QuantizedConv2DWithBiasSumAndReluAndRequantize
    • QuantizedDepthwiseConv2D
    • QuantizedDepthwiseConv2DWithBias
    • QuantizedDepthwiseConv2DWithBiasAndRelu
    • QuantizedDepthwiseConv2DWithBiasAndReluAndRequantize
    • QuantizedInstanceNorm
    • QuantizedMatMul
    • QuantizedMatMulWithBias
    • QuantizedMatMulWithBiasAndDequantize
    • QuantizedMatMulWithBiasAndRelu
    • QuantizedMatMulWithBiasAndReluAndRequantize
    • QuantizedMatMulWithBiasAndRequantize
    • QuantizedMaxPool
    • QuantizedMul
    • QuantizedRelu
    • QuantizedRelu6
    • QuantizedReluX
    • QuantizedReshape
    • QuantizedResizeBilinear
    • QueueClose
    • QueueCloseV2
    • QueueDequeue
    • QueueDequeueMany
    • QueueDequeueManyV2
    • QueueDequeueUpTo
    • QueueDequeueUpToV2
    • QueueDequeueV2
    • QueueEnqueue
    • QueueEnqueueMany
    • QueueEnqueueManyV2
    • QueueEnqueueV2
    • QueueIsClosed
    • QueueIsClosedV2
    • QueueSize
    • QueueSizeV2
    • RFFT
    • RFFT2D
    • RFFT3D
    • RGBToHSV
    • RaggedBincount
    • RaggedCountSparseOutput
    • RaggedCross
    • RaggedGather
    • RaggedRange
    • RaggedTensorFromVariant
    • RaggedTensorToSparse
    • RaggedTensorToTensor
    • RaggedTensorToVariant
    • RaggedTensorToVariantGradient
    • RandomCrop
    • RandomDataset
    • RandomGamma
    • RandomGammaGrad
    • RandomIndexShuffle
    • RandomPoisson
    • RandomPoissonV2
    • RandomShuffle
    • RandomShuffleQueue
    • RandomShuffleQueueV2
    • RandomStandardNormal
    • RandomUniform
    • RandomUniformInt
    • Range
    • RangeDataset
    • Rank
    • ReadFile
    • ReadVariableOp
    • ReadVariableXlaSplitND
    • ReaderNumRecordsProduced
    • ReaderNumRecordsProducedV2
    • ReaderNumWorkUnitsCompleted
    • ReaderNumWorkUnitsCompletedV2
    • ReaderRead
    • ReaderReadUpTo
    • ReaderReadUpToV2
    • ReaderReadV2
    • ReaderReset
    • ReaderResetV2
    • ReaderRestoreState
    • ReaderRestoreStateV2
    • ReaderSerializeState
    • ReaderSerializeStateV2
    • Real
    • RealDiv
    • RebatchDataset
    • RebatchDatasetV2
    • Reciprocal
    • ReciprocalGrad
    • RecordInput
    • Recv
    • RecvTPUEmbeddingActivations
    • ReduceDataset
    • ReduceJoin
    • RefEnter
    • RefExit
    • RefIdentity
    • RefMerge
    • RefNextIteration
    • RefSelect
    • RefSwitch
    • RegexFullMatch
    • RegexReplace
    • RegisterDataset
    • RegisterDatasetV2
    • Relu
    • Relu6
    • Relu6Grad
    • ReluGrad
    • RemoteCall
    • RepeatDataset
    • RequantizationRange
    • RequantizationRangePerChannel
    • Requantize
    • RequantizePerChannel
    • Reshape
    • ResizeArea
    • ResizeBicubic
    • ResizeBicubicGrad
    • ResizeBilinear
    • ResizeBilinearGrad
    • ResizeNearestNeighbor
    • ResizeNearestNeighborGrad
    • ResourceAccumulatorApplyGradient
    • ResourceAccumulatorNumAccumulated
    • ResourceAccumulatorSetGlobalStep
    • ResourceAccumulatorTakeGradient
    • ResourceApplyAdaMax
    • ResourceApplyAdadelta
    • ResourceApplyAdagrad
    • ResourceApplyAdagradDA
    • ResourceApplyAdagradV2
    • ResourceApplyAdam
    • ResourceApplyAdamWithAmsgrad
    • ResourceApplyAddSign
    • ResourceApplyCenteredRMSProp
    • ResourceApplyFtrl
    • ResourceApplyFtrlV2
    • ResourceApplyGradientDescent
    • ResourceApplyKerasMomentum
    • ResourceApplyMomentum
    • ResourceApplyPowerSign
    • ResourceApplyProximalAdagrad
    • ResourceApplyProximalGradientDescent
    • ResourceApplyRMSProp
    • ResourceConditionalAccumulator
    • ResourceCountUpTo
    • ResourceGather
    • ResourceGatherNd
    • ResourceScatterAdd
    • ResourceScatterDiv
    • ResourceScatterMax
    • ResourceScatterMin
    • ResourceScatterMul
    • ResourceScatterNdAdd
    • ResourceScatterNdMax
    • ResourceScatterNdMin
    • ResourceScatterNdSub
    • ResourceScatterNdUpdate
    • ResourceScatterSub
    • ResourceScatterUpdate
    • ResourceSparseApplyAdadelta
    • ResourceSparseApplyAdagrad
    • ResourceSparseApplyAdagradDA
    • ResourceSparseApplyAdagradV2
    • ResourceSparseApplyCenteredRMSProp
    • ResourceSparseApplyFtrl
    • ResourceSparseApplyFtrlV2
    • ResourceSparseApplyKerasMomentum
    • ResourceSparseApplyMomentum
    • ResourceSparseApplyProximalAdagrad
    • ResourceSparseApplyProximalGradientDescent
    • ResourceSparseApplyRMSProp
    • ResourceStridedSliceAssign
    • Restore
    • RestoreSlice
    • RestoreV2
    • RetrieveTPUEmbeddingADAMParameters
    • RetrieveTPUEmbeddingAdadeltaParameters
    • RetrieveTPUEmbeddingAdagradMomentumParameters
    • RetrieveTPUEmbeddingAdagradParameters
    • RetrieveTPUEmbeddingCenteredRMSPropParameters
    • RetrieveTPUEmbeddingFTRLParameters
    • RetrieveTPUEmbeddingFrequencyEstimatorParameters
    • RetrieveTPUEmbeddingMDLAdagradLightParameters
    • RetrieveTPUEmbeddingMomentumParameters
    • RetrieveTPUEmbeddingProximalAdagradParameters
    • RetrieveTPUEmbeddingProximalYogiParameters
    • RetrieveTPUEmbeddingRMSPropParameters
    • RetrieveTPUEmbeddingStochasticGradientDescentParameters
    • Reverse
    • ReverseSequence
    • ReverseV2
    • RewriteDataset
    • RightShift
    • Rint
    • RngReadAndSkip
    • RngSkip
    • Roll
    • Round
    • Rsqrt
    • RsqrtGrad
    • SampleDistortedBoundingBox
    • SampleDistortedBoundingBoxV2
    • SamplingDataset
    • Save
    • SaveDataset
    • SaveDatasetV2
    • SaveSlices
    • SaveV2
    • ScalarSummary
    • ScaleAndTranslate
    • ScaleAndTranslateGrad
    • ScanDataset
    • ScatterAdd
    • ScatterDiv
    • ScatterMax
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    • ScatterMul
    • ScatterNd
    • ScatterNdAdd
    • ScatterNdMax
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    • ScatterNdNonAliasingAdd
    • ScatterNdSub
    • ScatterNdUpdate
    • ScatterSub
    • ScatterUpdate
    • SdcaFprint
    • SdcaOptimizer
    • SdcaOptimizerV2
    • SdcaShrinkL1
    • SegmentMax
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    • Select
    • SelectV2
    • SelfAdjointEig
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    • Selu
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    • Send
    • SendTPUEmbeddingGradients
    • SerializeIterator
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    • SetSize
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    • Shape
    • ShapeN
    • ShardDataset
    • ShardedFilename
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    • ShuffleAndRepeatDatasetV2
    • ShuffleDataset
    • ShuffleDatasetV2
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    • ShutdownDistributedTPU
    • Sigmoid
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    • Sign
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    • Size
    • SkipDataset
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    • SobolSample
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    • SpaceToBatch
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    • SparseAccumulatorApplyGradient
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    • SparseAdd
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    • SparseApplyAdadelta
    • SparseApplyAdagrad
    • SparseApplyAdagradDA
    • SparseApplyAdagradV2
    • SparseApplyCenteredRMSProp
    • SparseApplyFtrl
    • SparseApplyFtrlV2
    • SparseApplyMomentum
    • SparseApplyProximalAdagrad
    • SparseApplyProximalGradientDescent
    • SparseApplyRMSProp
    • SparseBincount
    • SparseConcat
    • SparseConditionalAccumulator
    • SparseCountSparseOutput
    • SparseCross
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    • SparseCrossV2
    • SparseDenseCwiseAdd
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    • SparseDenseCwiseMul
    • SparseFillEmptyRows
    • SparseFillEmptyRowsGrad
    • SparseMatMul
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    • SparseMatrixSoftmax
    • SparseMatrixSoftmaxGrad
    • SparseMatrixSparseCholesky
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    • SparseReduceMax
    • SparseReduceMaxSparse
    • SparseReduceSum
    • SparseReduceSumSparse
    • SparseReorder
    • SparseReshape
    • SparseSegmentMean
    • SparseSegmentMeanGrad
    • SparseSegmentMeanWithNumSegments
    • SparseSegmentSqrtN
    • SparseSegmentSqrtNGrad
    • SparseSegmentSqrtNWithNumSegments
    • SparseSegmentSum
    • SparseSegmentSumGrad
    • SparseSegmentSumWithNumSegments
    • SparseSlice
    • SparseSliceGrad
    • SparseSoftmax
    • SparseSoftmaxCrossEntropyWithLogits
    • SparseSparseMaximum
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    • SparseSplit
    • SparseTensorDenseAdd
    • SparseTensorDenseMatMul
    • SparseTensorSliceDataset
    • SparseTensorToCSRSparseMatrix
    • SparseToDense
    • SparseToSparseSetOperation
    • Spence
    • Split
    • SplitV
    • SqlDataset
    • Sqrt
    • SqrtGrad
    • Square
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    • Stage
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    • StatefulPartitionedCall
    • StatefulRandomBinomial
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    • StatelessCase
    • StatelessIf
    • StatelessMultinomial
    • StatelessParameterizedTruncatedNormal
    • StatelessRandomBinomial
    • StatelessRandomGammaV2
    • StatelessRandomGetAlg
    • StatelessRandomGetKeyCounter
    • StatelessRandomGetKeyCounterAlg
    • StatelessRandomNormal
    • StatelessRandomNormalV2
    • StatelessRandomPoisson
    • StatelessRandomUniform
    • StatelessRandomUniformFullInt
    • StatelessRandomUniformFullIntV2
    • StatelessRandomUniformInt
    • StatelessRandomUniformIntV2
    • StatelessRandomUniformV2
    • StatelessSampleDistortedBoundingBox
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    • StatelessTruncatedNormal
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    • StatelessWhile
    • StaticRegexFullMatch
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    • StatsAggregatorHandle
    • StatsAggregatorHandleV2
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    • StopGradient
    • StridedSlice
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    • StringFormat
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    • Sub
    • Substr
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    • SummaryWriter
    • Svd
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    • SymbolicGradient
    • TFRecordDataset
    • TFRecordReader
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    • TPUCompilationResult
    • TPUEmbeddingActivations
    • TPUOrdinalSelector
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    • TPUPartitionedInput
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    • TPUReplicateMetadata
    • TPUReplicatedInput
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    • TakeDataset
    • TakeManySparseFromTensorsMap
    • TakeWhileDataset
    • Tan
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    • TanhGrad
    • TemporaryVariable
    • TensorArray
    • TensorArrayClose
    • TensorArrayCloseV2
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    • TensorArrayConcat
    • TensorArrayConcatV2
    • TensorArrayConcatV3
    • TensorArrayGather
    • TensorArrayGatherV2
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    • TensorArrayGrad
    • TensorArrayGradV2
    • TensorArrayGradV3
    • TensorArrayGradWithShape
    • TensorArrayPack
    • TensorArrayRead
    • TensorArrayReadV2
    • TensorArrayReadV3
    • TensorArrayScatter
    • TensorArrayScatterV2
    • TensorArrayScatterV3
    • TensorArraySize
    • TensorArraySizeV2
    • TensorArraySizeV3
    • TensorArraySplit
    • TensorArraySplitV2
    • TensorArraySplitV3
    • TensorArrayUnpack
    • TensorArrayV2
    • TensorArrayV3
    • TensorArrayWrite
    • TensorArrayWriteV2
    • TensorArrayWriteV3
    • TensorDataset
    • TensorListConcat
    • TensorListConcatLists
    • TensorListConcatV2
    • TensorListElementShape
    • TensorListFromTensor
    • TensorListGather
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    • TensorListPopBack
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    • TensorListPushBackBatch
    • TensorListReserve
    • TensorListResize
    • TensorListScatter
    • TensorListScatterIntoExistingList
    • TensorListScatterV2
    • TensorListSetItem
    • TensorListSplit
    • TensorListStack
    • TensorScatterAdd
    • TensorScatterMax
    • TensorScatterMin
    • TensorScatterSub
    • TensorScatterUpdate
    • TensorSliceDataset
    • TensorStridedSliceUpdate
    • TensorSummary
    • TensorSummaryV2
    • TextLineDataset
    • TextLineReader
    • TextLineReaderV2
    • ThreadPoolDataset
    • ThreadPoolHandle
    • ThreadUnsafeUnigramCandidateSampler
    • Tile
    • TileGrad
    • Timestamp
    • ToBool
    • TopK
    • TopKV2
    • Transpose
    • TridiagonalMatMul
    • TridiagonalSolve
    • TruncateDiv
    • TruncateMod
    • TruncatedNormal
    • Unbatch
    • UnbatchDataset
    • UnbatchGrad
    • UncompressElement
    • UnicodeDecode
    • UnicodeDecodeWithOffsets
    • UnicodeEncode
    • UnicodeScript
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    • UniformCandidateSampler
    • UniformDequantize
    • UniformQuantize
    • UniformQuantizedDotHybrid
    • Unique
    • UniqueDataset
    • UniqueV2
    • UniqueWithCounts
    • UniqueWithCountsV2
    • Unpack
    • UnravelIndex
    • UnsortedSegmentJoin
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    • UnsortedSegmentProd
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    • Unstage
    • UnwrapDatasetVariant
    • UpperBound
    • VarHandleOp
    • VarIsInitializedOp
    • Variable
    • VariableShape
    • VariableV2
    • Where
    • While
    • WholeFileReader
    • WholeFileReaderV2
    • WindowDataset
    • WindowOp
    • WorkerHeartbeat
    • WrapDatasetVariant
    • WriteAudioSummary
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    • WriteGraphSummary
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    • WriteImageSummary
    • WriteRawProtoSummary
    • WriteScalarSummary
    • WriteSummary
    • Xdivy
    • XlaConcatND
    • XlaSplitND
    • Xlog1py
    • Xlogy
    • ZerosLike
    • Zeta
    • ZipDataset
  • tf.saved_model
    • Overview
    • Asset
    • LoadOptions
    • SaveOptions
    • contains_saved_model
    • load
    • save
    • experimental
      • Overview
      • TrackableResource
      • VariablePolicy
  • tf.sets
    • Overview
    • difference
    • intersection
    • size
    • union
  • tf.signal
    • Overview
    • dct
    • fft
    • fft2d
    • fft3d
    • fftshift
    • frame
    • hamming_window
    • hann_window
    • idct
    • ifft
    • ifft2d
    • ifft3d
    • ifftshift
    • inverse_mdct
    • inverse_stft
    • inverse_stft_window_fn
    • irfft
    • irfft2d
    • irfft3d
    • kaiser_bessel_derived_window
    • kaiser_window
    • linear_to_mel_weight_matrix
    • mdct
    • mfccs_from_log_mel_spectrograms
    • overlap_and_add
    • rfft
    • rfft2d
    • rfft3d
    • stft
    • vorbis_window
  • tf.sparse
    • Overview
    • SparseTensor
    • add
    • bincount
    • concat
    • cross
    • cross_hashed
    • expand_dims
    • eye
    • fill_empty_rows
    • from_dense
    • map_values
    • mask
    • maximum
    • minimum
    • reduce_max