Module: tf.raw_ops

TensorFlow 1 version

Public API for tf.raw_ops namespace.

Op Name Has Gradient
Abort
Abs ✔️
AccumulateNV2 ✔️
AccumulatorApplyGradient
AccumulatorNumAccumulated
AccumulatorSetGlobalStep
AccumulatorTakeGradient
Acos ✔️
Acosh ✔️
Add ✔️
AddManySparseToTensorsMap
AddN ✔️
AddSparseToTensorsMap
AddV2 ✔️
AdjustContrast
AdjustContrastv2
AdjustHue
AdjustSaturation
All
AllCandidateSampler
AllToAll ✔️
Angle ✔️
AnonymousIterator
AnonymousIteratorV2
AnonymousMemoryCache
AnonymousMultiDeviceIterator
AnonymousRandomSeedGenerator
Any
ApplyAdaMax
ApplyAdadelta
ApplyAdagrad
ApplyAdagradDA
ApplyAdagradV2
ApplyAdam
ApplyAddSign
ApplyCenteredRMSProp
ApplyFtrl
ApplyFtrlV2
ApplyGradientDescent
ApplyMomentum
ApplyPowerSign
ApplyProximalAdagrad
ApplyProximalGradientDescent
ApplyRMSProp
ApproximateEqual ✔️
ArgMax ✔️
ArgMin ✔️
AsString ✔️
Asin ✔️
Asinh ✔️
Assert ✔️
AssertCardinalityDataset
AssertNextDataset
Assign ✔️
AssignAdd ✔️
AssignAddVariableOp
AssignSub ✔️
AssignSubVariableOp
AssignVariableOp
Atan ✔️
Atan2 ✔️
Atanh ✔️
AudioSpectrogram
AudioSummary ✔️
AudioSummaryV2 ✔️
AutoShardDataset
AvgPool ✔️
AvgPool3D ✔️
AvgPool3DGrad ✔️
AvgPoolGrad ✔️
Barrier
BarrierClose
BarrierIncompleteSize
BarrierInsertMany
BarrierReadySize
BarrierTakeMany
Batch
BatchCholesky
BatchCholeskyGrad
BatchDataset
BatchDatasetV2
BatchFFT
BatchFFT2D
BatchFFT3D
BatchFunction
BatchIFFT
BatchIFFT2D
BatchIFFT3D
BatchMatMul ✔️
BatchMatMulV2 ✔️
BatchMatrixBandPart
BatchMatrixDeterminant
BatchMatrixDiag
BatchMatrixDiagPart
BatchMatrixInverse
BatchMatrixSetDiag
BatchMatrixSolve
BatchMatrixSolveLs
BatchMatrixTriangularSolve
BatchNormWithGlobalNormalization ✔️
BatchNormWithGlobalNormalizationGrad
BatchSelfAdjointEig
BatchSelfAdjointEigV2
BatchSvd
BatchToSpace ✔️
BatchToSpaceND ✔️
BesselI0e ✔️
BesselI1e ✔️
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
CTCBeamSearchDecoder ✔️
CTCGreedyDecoder ✔️
CTCLoss ✔️
CTCLossV2 ✔️
CacheDataset
CacheDatasetV2
Case ✔️
Cast ✔️
Ceil ✔️
CheckNumerics ✔️
CheckNumericsV2 ✔️
Cholesky ✔️
CholeskyGrad
ChooseFastestBranchDataset
ChooseFastestDataset
ClipByValue
CloseSummaryWriter
CollectiveBcastRecv
CollectiveBcastSend
CollectiveGather
CollectivePermute ✔️
CollectiveReduce
CombinedNonMaxSuppression
CompareAndBitpack
Complex ✔️
ComplexAbs ✔️
ComputeAccidentalHits
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
DatasetCardinality
DatasetFromGraph
DatasetToGraph
DatasetToGraphV2
DatasetToSingleElement
DatasetToTFRecord
Dawsn ✔️
DebugGradientIdentity ✔️
DebugGradientRefIdentity ✔️
DebugIdentity
DebugIdentityV2 ✔️
DebugNanCount
DebugNumericSummary
DebugNumericSummaryV2
DecodeAndCropJpeg
DecodeBase64 ✔️
DecodeBmp
DecodeCSV
DecodeCompressed
DecodeGif
DecodeJSONExample
DecodeJpeg
DecodePaddedRaw ✔️
DecodePng
DecodeProtoV2 ✔️
DecodeRaw ✔️
DecodeWav
DeepCopy
DeleteIterator
DeleteMemoryCache
DeleteMultiDeviceIterator
DeleteRandomSeedGenerator
DeleteSessionTensor ✔️
DenseToCSRSparseMatrix ✔️
DenseToDenseSetOperation ✔️
DenseToSparseBatchDataset
DenseToSparseSetOperation ✔️
DepthToSpace ✔️
DepthwiseConv2dNative ✔️
DepthwiseConv2dNativeBackpropFilter ✔️
DepthwiseConv2dNativeBackpropInput ✔️
Dequantize
DeserializeIterator
DeserializeManySparse
DeserializeSparse
DestroyResourceOp
DestroyTemporaryVariable
Diag ✔️
DiagPart ✔️
Digamma ✔️
Dilation2D ✔️
Dilation2DBackpropFilter
Dilation2DBackpropInput
DirectedInterleaveDataset
Div ✔️
DivNoNan ✔️
DrawBoundingBoxes ✔️
DrawBoundingBoxesV2
DummyMemoryCache
DynamicPartition ✔️
DynamicStitch ✔️
EagerPyFunc ✔️
EditDistance ✔️
Eig
Einsum ✔️
Elu ✔️
EluGrad ✔️
Empty
EmptyTensorList
EncodeBase64 ✔️
EncodeJpeg
EncodeJpegVariableQuality
EncodePng
EncodeProto ✔️
EncodeWav
EnqueueTPUEmbeddingIntegerBatch
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 ✔️
ExtractImagePatches ✔️
ExtractJpegShape
ExtractVolumePatches ✔️
FFT ✔️
FFT2D ✔️
FFT3D ✔️
FIFOQueue
FIFOQueueV2
Fact
FakeParam
FakeQuantWithMinMaxArgs ✔️
FakeQuantWithMinMaxArgsGradient
FakeQuantWithMinMaxVars ✔️
FakeQuantWithMinMaxVarsGradient
FakeQuantWithMinMaxVarsPerChannel ✔️
FakeQuantWithMinMaxVarsPerChannelGradient
FakeQueue
Fill ✔️
FilterByLastComponentDataset
FilterDataset
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
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 ✔️
ImageSummary ✔️
ImmutableConst
ImportEvent
InTopK
InTopKV2
InfeedDequeue
InfeedDequeueTuple
InfeedEnqueue
InfeedEnqueuePrelinearizedBuffer
InfeedEnqueueTuple
InitializeTable ✔️
InitializeTableFromTextFile ✔️
InitializeTableFromTextFileV2 ✔️
InitializeTableV2 ✔️
InplaceAdd
InplaceSub
InplaceUpdate
InterleaveDataset
Inv ✔️
InvGrad ✔️
Invert ✔️
InvertPermutation ✔️
IsBoostedTreesEnsembleInitialized
IsBoostedTreesQuantileStreamResourceInitialized
IsFinite
IsInf
IsNan
IsVariableInitialized
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 ✔️
LoadTPUEmbeddingADAMParameters
LoadTPUEmbeddingADAMParametersGradAccumDebug
LoadTPUEmbeddingAdadeltaParameters
LoadTPUEmbeddingAdadeltaParametersGradAccumDebug
LoadTPUEmbeddingAdagradParameters
LoadTPUEmbeddingAdagradParametersGradAccumDebug
LoadTPUEmbeddingCenteredRMSPropParameters
LoadTPUEmbeddingFTRLParameters
LoadTPUEmbeddingFTRLParametersGradAccumDebug
LoadTPUEmbeddingMDLAdagradLightParameters
LoadTPUEmbeddingMomentumParameters
LoadTPUEmbeddingMomentumParametersGradAccumDebug
LoadTPUEmbeddingProximalAdagradParameters
LoadTPUEmbeddingProximalAdagradParametersGradAccumDebug
LoadTPUEmbeddingRMSPropParameters
LoadTPUEmbeddingRMSPropParametersGradAccumDebug
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