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  • tf.config
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  • tf.graph_util
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  • tf.image
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  • tf.initializers
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      • Overview
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  • tf.keras
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        • Overview
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        • preprocess_input
      • inception_v3
        • Overview
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        • decode_predictions
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        • Overview
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        • decode_predictions
        • preprocess_input
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        • Overview
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        • decode_predictions
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        • Overview
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        • Overview
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        • Overview
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        • preprocess_input
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        • Overview
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      • resnet50
        • Overview
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        • preprocess_input
      • resnet_v2
        • Overview
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        • decode_predictions
        • preprocess_input
      • vgg16
        • Overview
        • VGG16
        • decode_predictions
        • preprocess_input
      • vgg19
        • Overview
        • VGG19
        • decode_predictions
        • preprocess_input
      • xception
        • Overview
        • Xception
        • decode_predictions
        • preprocess_input
    • backend
      • Overview
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        • Overview
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      • Overview
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        • Overview
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    • constraints
      • Overview
      • Constraint
      • MaxNorm
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      • deserialize
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      • serialize
    • datasets
      • Overview
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        • Overview
        • load_data
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        • Overview
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      • cifar100
        • Overview
        • load_data
      • fashion_mnist
        • Overview
        • load_data
      • imdb
        • Overview
        • get_word_index
        • load_data
      • mnist
        • Overview
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      • reuters
        • Overview
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        • load_data
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      • Overview
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      • Overview
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      • Overview
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      • Overview
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      • add
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      • experimental
        • Overview
        • EinsumDense
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        • preprocessing
          • Overview
          • CategoryCrossing
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    • losses
      • Overview
      • BinaryCrossentropy
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      • deserialize
      • get
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      • log_cosh
      • serialize
    • metrics
      • Overview
      • AUC
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      • LogCoshError
      • Mean
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      • MeanIoU
      • MeanMetricWrapper
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      • MeanTensor
      • Metric
      • OneHotIoU
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      • Poisson
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      • Recall
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      • RootMeanSquaredError
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      • SparseCategoricalAccuracy
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      • SparseTopKCategoricalAccuracy
      • SpecificityAtSensitivity
      • SquaredHinge
      • Sum
      • TopKCategoricalAccuracy
      • TrueNegatives
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      • binary_accuracy
      • binary_crossentropy
      • binary_focal_crossentropy
      • categorical_accuracy
      • categorical_crossentropy
      • deserialize
      • get
      • hinge
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      • poisson
      • serialize
      • sparse_categorical_accuracy
      • sparse_categorical_crossentropy
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      • squared_hinge
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    • mixed_precision
      • Overview
      • LossScaleOptimizer
      • Policy
      • global_policy
      • set_global_policy
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        • Overview
        • LossScaleOptimizer
        • Policy
        • get_layer_policy
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      • Overview
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      • Overview
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        • Overview
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        • Overview
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        • deserialize
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    • preprocessing
      • Overview
      • image
        • Overview
        • DirectoryIterator
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        • Iterator
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        • apply_affine_transform
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        • apply_channel_shift
        • random_brightness
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      • sequence
        • Overview
        • TimeseriesGenerator
        • make_sampling_table
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      • text
        • Overview
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      • Overview
      • L1
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      • Regularizer
      • deserialize
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      • Overview
      • GeneratorEnqueuer
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      • get_source_inputs
      • image_dataset_from_directory
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      • load_img
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      • normalize
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      • plot_model
      • register_keras_serializable
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      • serialize_keras_object
      • set_random_seed
      • text_dataset_from_directory
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      • to_categorical
      • unpack_x_y_sample_weight
      • experimental
        • Overview
        • DatasetCreator
    • wrappers
      • Overview
      • scikit_learn
        • Overview
  • tf.linalg
    • Overview
    • LinearOperator
    • LinearOperatorAdjoint
    • LinearOperatorBlockDiag
    • LinearOperatorBlockLowerTriangular
    • LinearOperatorCirculant
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    • trace
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    • tridiagonal_solve
    • experimental
      • Overview
      • conjugate_gradient
  • tf.lite
    • 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
    • abs
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    • imag
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      • Overview
      • bessel_j0
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  • tf.metrics
    • Overview
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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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  • tf.nest
    • Overview
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  • tf.nn
    • Overview
    • RNNCellDeviceWrapper
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    • experimental
      • Overview
      • stateless_dropout
  • tf.optimizers
    • Overview
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    • Overview
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      • Overview
      • Profile
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        • Overview
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        • Overview
        • start
  • tf.quantization
    • Overview
    • dequantize
    • fake_quant_with_min_max_args
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    • quantize
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  • tf.queue
    • Overview
    • FIFOQueue
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  • tf.ragged
    • Overview
    • boolean_mask
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    • segment_ids_to_row_splits
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  • tf.random
    • Overview
    • Algorithm
    • Generator
    • all_candidate_sampler
    • categorical
    • create_rng_state
    • fixed_unigram_candidate_sampler
    • gamma
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    • set_global_generator
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    • shuffle
    • stateless_binomial
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    • stateless_uniform
    • truncated_normal
    • uniform
    • uniform_candidate_sampler
    • experimental
      • Overview
      • stateless_fold_in
      • stateless_split
  • tf.raw_ops
    • Overview
    • Abort
    • Abs
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    • AccumulatorApplyGradient
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    • Acos
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    • Add
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    • AddN
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    • AddV2
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    • All
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    • AllToAll
    • Angle
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    • Any
    • ApplyAdaMax
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    • ApproximateEqual
    • ArgMax
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    • AsString
    • Asin
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    • Assert
    • AssertCardinalityDataset
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    • Assign
    • AssignAdd
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    • Atan
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    • Atanh
    • AudioSpectrogram
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    • AudioSummaryV2
    • AutoShardDataset
    • AvgPool
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    • BandedTriangularSolve
    • Barrier
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    • Batch
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    • BatchFunction
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    • BatchMatrixBandPart
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    • BatchMatrixInverse
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    • BatchMatrixSolveLs
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    • 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
    • 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
    • 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
    • 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
    • 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
    • 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
    • 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
    • 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
    • RightShift
    • Rint
    • RngReadAndSkip
    • RngSkip
    • Roll
    • Round
    • Rsqrt
    • RsqrtGrad
    • SampleDistortedBoundingBox
    • SampleDistortedBoundingBoxV2
    • SamplingDataset
    • Save
    • SaveDataset
    • SaveDatasetV2
    • SaveSlices
    • SaveV2
    • ScalarSummary
    • ScaleAndTranslate
    • ScaleAndTranslateGrad
    • ScanDataset
    • ScatterAdd
    • ScatterDiv
    • ScatterMax
    • ScatterMin
    • ScatterMul
    • ScatterNd
    • ScatterNdAdd
    • ScatterNdMax
    • ScatterNdMin
    • ScatterNdNonAliasingAdd
    • ScatterNdSub
    • ScatterNdUpdate
    • ScatterSub
    • ScatterUpdate
    • SdcaFprint
    • SdcaOptimizer
    • SdcaOptimizerV2
    • SdcaShrinkL1
    • SegmentMax
    • SegmentMean
    • SegmentMin
    • SegmentProd
    • SegmentSum
    • Select
    • SelectV2
    • SelfAdjointEig
    • SelfAdjointEigV2
    • Selu
    • SeluGrad
    • Send
    • SendTPUEmbeddingGradients
    • SerializeIterator
    • SerializeManySparse
    • SerializeSparse
    • SerializeTensor
    • SetSize
    • SetStatsAggregatorDataset
    • Shape
    • ShapeN
    • ShardDataset
    • ShardedFilename
    • ShardedFilespec
    • ShuffleAndRepeatDataset
    • ShuffleAndRepeatDatasetV2
    • ShuffleDataset
    • ShuffleDatasetV2
    • ShuffleDatasetV3
    • ShutdownDistributedTPU
    • Sigmoid
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    • Sign
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    • Size
    • SkipDataset
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    • SobolSample
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    • Softplus
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    • SparseAdd
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    • SparseMatMul
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    • SparseReduceMax
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    • SparseReorder
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    • SparseSegmentMean
    • SparseSegmentMeanGrad
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    • SparseSegmentSqrtN
    • SparseSegmentSqrtNGrad
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    • SparseSegmentSum
    • SparseSegmentSumGrad
    • SparseSegmentSumWithNumSegments
    • SparseSlice
    • SparseSliceGrad
    • SparseSoftmax
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    • SparseSparseMaximum
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    • SparseSplit
    • SparseTensorDenseAdd
    • SparseTensorDenseMatMul
    • SparseTensorSliceDataset
    • SparseTensorToCSRSparseMatrix
    • SparseToDense
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    • Spence
    • Split
    • SplitV
    • SqlDataset
    • Sqrt
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    • Stage
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    • StatefulPartitionedCall
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    • StatelessCase
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    • StatelessMultinomial
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    • StatelessRandomUniformFullIntV2
    • StatelessRandomUniformInt
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    • StatelessWhile
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    • StatsAggregatorHandle
    • StatsAggregatorHandleV2
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    • StopGradient
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    • Sub
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    • SummaryWriter
    • Svd
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    • SymbolicGradient
    • TFRecordDataset
    • TFRecordReader
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    • TPUCompilationResult
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    • TakeDataset
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    • Tan
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    • TensorArrayReadV2
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    • TensorArraySize
    • TensorArraySizeV2
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    • TensorArraySplit
    • TensorArraySplitV2
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    • TensorArrayWriteV2
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    • TensorDataset
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    • TensorSliceDataset
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    • TensorSummaryV2
    • TextLineDataset
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    • ThreadPoolDataset
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    • Tile
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    • Timestamp
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    • TopK
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    • Transpose
    • TridiagonalMatMul
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    • TruncateDiv
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    • UnicodeDecode
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    • UniformCandidateSampler
    • Unique
    • UniqueDataset
    • UniqueV2
    • UniqueWithCounts
    • UniqueWithCountsV2
    • Unpack
    • UnravelIndex
    • UnsortedSegmentJoin
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    • Unstage
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    • VarHandleOp
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    • Variable
    • VariableShape
    • VariableV2
    • Where
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    • WholeFileReader
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    • WindowDataset
    • WindowOp
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    • WriteAudioSummary
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    • WriteSummary
    • Xdivy
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    • Xlog1py
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    • ZerosLike
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    • ZipDataset
  • tf.saved_model
    • Overview
    • Asset
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    • contains_saved_model
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    • save
    • experimental
      • Overview
      • TrackableResource
      • VariablePolicy
  • tf.sets
    • Overview
    • difference
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  • tf.signal
    • Overview
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    • 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
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    • expand_dims
    • eye
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    • mask
    • maximum
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    • reduce_max
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    • reorder
    • reset_shape
    • reshape
    • retain
    • segment_mean
    • segment_sqrt_n
    • segment_sum
    • slice
    • softmax
    • sparse_dense_matmul
    • split
    • to_dense
    • to_indicator
    • transpose
  • tf.strings
    • Overview
    • as_string
    • bytes_split
    • format
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    • length
    • lower
    • ngrams
    • reduce_join
    • regex_full_match
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    • split
    • strip
    • substr
    • to_hash_bucket
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    • to_hash_bucket_strong
    • to_number
    • unicode_decode
    • unicode_decode_with_offsets
    • unicode_encode
    • unicode_script
    • unicode_split
    • unicode_split_with_offsets
    • unicode_transcode
    • unsorted_segment_join
    • upper
  • tf.summary
    • Overview
    • SummaryWriter
    • audio
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    • experimental
      • Overview
      • get_step
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      • write_raw_pb
  • tf.sysconfig
    • Overview
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  • tf.test
    • Overview
    • Benchmark
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    • compute_gradient
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    • gpu_device_name
    • is_built_with_cuda
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    • is_built_with_rocm
    • is_built_with_xla
    • is_gpu_available
    • main
    • with_eager_op_as_function
  • tf.tpu
    • Overview
    • XLAOptions
    • experimental
      • Overview
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      • Topology
      • initialize_tpu_system
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        • Overview
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        • TPUEmbedding
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        • serving_embedding_lookup
  • tf.train
    • Overview
    • BytesList
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    • Example
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    • JobDef
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    • checkpoints_iterator
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    • load_checkpoint
    • load_variable