Emgu TF Library Documentation

Emgu TF Library Documentation

AccumulateNV2 Method

AccumulatorApplyGradient Method

AccumulatorNumAccumulated Method

AccumulatorSetGlobalStep Method

AccumulatorTakeGradient Method

AddManySparseToTensorsMap Method

AddSparseToTensorsMap Method

AdjustContrast Method

AdjustContrastv2 Method

AdjustHue Method

AdjustSaturation Method

AllCandidateSampler Method

AllToAll Method

AnonymousHashTable Method

AnonymousIterator Method

AnonymousIteratorV2 Method

AnonymousIteratorV3 Method

AnonymousMemoryCache Method

AnonymousMultiDeviceIterator Method

AnonymousMultiDeviceIteratorV3 Method

AnonymousMutableDenseHashTable Method

AnonymousMutableHashTable Method

AnonymousMutableHashTableOfTensors Method

AnonymousRandomSeedGenerator Method

AnonymousSeedGenerator Method

ApplyAdadelta Method

ApplyAdagrad Method

ApplyAdagradDA Method

ApplyAdagradV2 Method

ApplyAdam Method

ApplyAdaMax Method

ApplyAddSign Method

ApplyCenteredRMSProp Method

ApplyFtrl Method

ApplyFtrlV2 Method

ApplyGradientDescent Method

ApplyMomentum Method

ApplyPowerSign Method

ApplyProximalAdagrad Method

ApplyProximalGradientDescent Method

ApplyRMSProp Method

ApproximateEqual Method

ApproxTopK Method

AssertCardinalityDataset Method

AssertNextDataset Method

AssertPrevDataset Method

AssignAdd Method

AssignAddVariableOp Method

AssignSub Method

AssignSubVariableOp Method

AssignVariableOp Method

AssignVariableXlaConcatND Method

AsString Method

AudioSpectrogram Method

AudioSummary Method

AudioSummaryV2 Method

AutoShardDataset Method

AvgPool3D Method

AvgPool3DGrad Method

AvgPoolGrad Method

BandedTriangularSolve Method

BarrierClose Method

BarrierIncompleteSize Method

BarrierInsertMany Method

BarrierReadySize Method

BarrierTakeMany Method

BatchCholesky Method

BatchCholeskyGrad Method

BatchDataset Method

BatchDatasetV2 Method

BatchFFT Method

BatchFFT2D Method

BatchFFT3D Method

BatchFunction Method

BatchIFFT Method

BatchIFFT2D Method

BatchIFFT3D Method

BatchMatMul Method

BatchMatMulV2 Method

BatchMatMulV3 Method

BatchMatrixBandPart Method

BatchMatrixDeterminant Method

BatchMatrixDiag Method

BatchMatrixDiagPart Method

BatchMatrixInverse Method

BatchMatrixSetDiag Method

BatchMatrixSolve Method

BatchMatrixSolveLs Method

BatchMatrixTriangularSolve Method

BatchNormWithGlobalNormalization Method

BatchNormWithGlobalNormalizationGrad Method

BatchSelfAdjointEig Method

BatchSelfAdjointEigV2 Method

BatchSvd Method

BatchToSpace Method

BatchToSpaceND Method

BesselI0 Method

BesselI0e Method

BesselI1 Method

BesselI1e Method

BesselJ0 Method

BesselJ1 Method

BesselK0 Method

BesselK0e Method

BesselK1 Method

BesselK1e Method

BesselY0 Method

BesselY1 Method

BiasAddGrad Method

BiasAddV1 Method

Bincount Method

BitwiseAnd Method

BitwiseOr Method

BitwiseXor Method

BlockLSTM Method

BlockLSTMGrad Method

BlockLSTMGradV2 Method

BlockLSTMV2 Method

BoostedTreesAggregateStats Method

BoostedTreesBucketize Method

BoostedTreesCalculateBestFeatureSplit Method

BoostedTreesCalculateBestFeatureSplitV2 Method

BoostedTreesCalculateBestGainsPerFeature Method

BoostedTreesCenterBias Method

BoostedTreesCreateEnsemble Method

BoostedTreesCreateQuantileStreamResource Method

BoostedTreesDeserializeEnsemble Method

BoostedTreesEnsembleResourceHandleOp Method

BoostedTreesExampleDebugOutputs Method

BoostedTreesFlushQuantileSummaries Method

BoostedTreesGetEnsembleStates Method

BoostedTreesMakeQuantileSummaries Method

BoostedTreesMakeStatsSummary Method

BoostedTreesPredict Method

BoostedTreesQuantileStreamResourceAddSummaries Method

BoostedTreesQuantileStreamResourceDeserialize Method

BoostedTreesQuantileStreamResourceFlush Method

BoostedTreesQuantileStreamResourceGetBucketBoundaries Method

BoostedTreesQuantileStreamResourceHandleOp Method

BoostedTreesSerializeEnsemble Method

BoostedTreesSparseAggregateStats Method

BoostedTreesSparseCalculateBestFeatureSplit Method

BoostedTreesTrainingPredict Method

BoostedTreesUpdateEnsemble Method

BoostedTreesUpdateEnsembleV2 Method

BroadcastArgs Method

BroadcastGradientArgs Method

BroadcastTo Method

Bucketize Method

BytesProducedStatsDataset Method

CacheDataset Method

CacheDatasetV2 Method

CheckNumerics Method

CheckNumericsV2 Method

Cholesky Method

CholeskyGrad Method

ChooseFastestBranchDataset Method

ChooseFastestDataset Method

ClipByValue Method

CloseSummaryWriter Method

CollateTPUEmbeddingMemory Method

CollectiveAllToAllV2 Method

CollectiveAllToAllV3 Method

CollectiveAssignGroupV2 Method

CollectiveBcastRecv Method

CollectiveBcastRecvV2 Method

CollectiveBcastSend Method

CollectiveBcastSendV2 Method

CollectiveGather Method

CollectiveGatherV2 Method

CollectiveInitializeCommunicator Method

CollectivePermute Method

CollectiveReduce Method

CollectiveReduceScatterV2 Method

CollectiveReduceV2 Method

CollectiveReduceV3 Method

CombinedNonMaxSuppression Method

ComplexAbs Method

CompositeTensorVariantFromComponents Method

CompositeTensorVariantToComponents Method

CompressElement Method

ComputeAccidentalHits Method

ComputeBatchSize Method

ComputeDedupDataSize Method

ComputeDedupDataTupleMask Method

ConcatenateDataset Method

ConcatOffset Method

ConcatV2 Method

ConditionalAccumulator Method

ConfigureAndInitializeGlobalTPU Method

ConfigureDistributedTPU Method

ConfigureTPUEmbedding Method

ConfigureTPUEmbeddingHost Method

ConfigureTPUEmbeddingMemory Method

ConjugateTranspose Method

ConnectTPUEmbeddingHosts Method

ConsumeMutexLock Method

ControlTrigger Method

Conv2DBackpropFilter Method

Conv2DBackpropFilterV2 Method

Conv2DBackpropInput Method

Conv2DBackpropInputV2 Method

Conv3DBackpropFilter Method

Conv3DBackpropFilterV2 Method

Conv3DBackpropInput Method

Conv3DBackpropInputV2 Method

ConvertToCooTensor Method

CopyHost Method

CopyToMesh Method

CopyToMeshGrad Method

CountUpTo Method

CreateSummaryDbWriter Method

CreateSummaryFileWriter Method

CropAndResize Method

CropAndResizeGradBoxes Method

CropAndResizeGradImage Method

CrossReplicaSum Method

CSRSparseMatrixComponents Method

CSRSparseMatrixToDense Method

CSRSparseMatrixToSparseTensor Method

CSVDataset Method

CSVDatasetV2 Method

CTCBeamSearchDecoder Method

CTCGreedyDecoder Method

CTCLossV2 Method

CudnnRNN Method

CudnnRNNBackprop Method

CudnnRNNBackpropV2 Method

CudnnRNNBackpropV3 Method

CudnnRNNCanonicalToParams Method

CudnnRNNCanonicalToParamsV2 Method

CudnnRNNParamsSize Method

CudnnRNNParamsToCanonical Method

CudnnRNNParamsToCanonicalV2 Method

CudnnRNNV2 Method

CudnnRNNV3 Method

CumulativeLogsumexp Method

DataFormatDimMap Method

DataFormatVecPermute Method

DataServiceDataset Method

DataServiceDatasetV2 Method

DataServiceDatasetV3 Method

DataServiceDatasetV4 Method

DatasetCardinality Method

DatasetFingerprint Method

DatasetFromGraph Method

DatasetToGraph Method

DatasetToGraphV2 Method

DatasetToSingleElement Method

DatasetToTFRecord Method

DebugGradientIdentity Method

DebugGradientRefIdentity Method

DebugIdentity Method

DebugIdentityV2 Method

DebugIdentityV3 Method

DebugNanCount Method

DebugNumericSummary Method

DebugNumericSummaryV2 Method

DecodeAndCropJpeg Method

DecodeBase64 Method

DecodeBmp Method

DecodeCompressed Method

DecodeCSV Method

DecodeGif Method

DecodeImage Method

DecodeJpeg Method

DecodeJSONExample Method

DecodePaddedRaw Method

DecodePng Method

DecodeProtoV2 Method

DecodeRaw Method

DecodeWav Method

DeepCopy Method

DeleteIterator Method

DeleteMemoryCache Method

DeleteMultiDeviceIterator Method

DeleteRandomSeedGenerator Method

DeleteSeedGenerator Method

DeleteSessionTensor Method

DenseBincount Method

DenseCountSparseOutput Method

DenseToCSRSparseMatrix Method

DenseToDenseSetOperation Method

DenseToSparseBatchDataset Method

DenseToSparseSetOperation Method

DepthToSpace Method

DepthwiseConv2dNative Method

DepthwiseConv2dNativeBackpropFilter Method

DepthwiseConv2dNativeBackpropInput Method

Dequantize Method

DeserializeIterator Method

DeserializeManySparse Method

DeserializeSparse Method

DestroyResourceOp Method

DestroyTemporaryVariable Method

DeviceIndex Method

DiagPart Method

Dilation2D Method

Dilation2DBackpropFilter Method

Dilation2DBackpropInput Method

DirectedInterleaveDataset Method

DisableCopyOnRead Method

DisposeObject Method

DistributedSave Method

DivNoNan Method

DrawBoundingBoxes Method

DrawBoundingBoxesV2 Method

DTensorRestoreV2 Method

DTensorSetGlobalTPUArray Method

DummyIterationCounter Method

DummyMemoryCache Method

DummySeedGenerator Method

DynamicEnqueueTPUEmbeddingArbitraryTensorBatch Method

DynamicEnqueueTPUEmbeddingRaggedTensorBatch Method

DynamicPartition Method

DynamicStitch Method

EagerPyFunc Method

EditDistance Method

EmptyTensorList Method

EmptyTensorMap Method

EncodeBase64 Method

EncodeJpeg Method

EncodeJpegVariableQuality Method

EncodePng Method

EncodeProto Method

EncodeWav Method

EnqueueTPUEmbeddingArbitraryTensorBatch Method

EnqueueTPUEmbeddingBatch Method

EnqueueTPUEmbeddingIntegerBatch Method

EnqueueTPUEmbeddingRaggedTensorBatch Method

EnqueueTPUEmbeddingSparseBatch Method

EnqueueTPUEmbeddingSparseTensorBatch Method

EnsureShape Method

EuclideanNorm Method

ExecuteTPUEmbeddingPartitioner Method

ExpandDims Method

ExperimentalAssertNextDataset Method

ExperimentalAutoShardDataset Method

ExperimentalBytesProducedStatsDataset Method

ExperimentalChooseFastestDataset Method

ExperimentalCSVDataset Method

ExperimentalDatasetCardinality Method

ExperimentalDatasetToTFRecord Method

ExperimentalDenseToSparseBatchDataset Method

ExperimentalDirectedInterleaveDataset Method

ExperimentalGroupByReducerDataset Method

ExperimentalGroupByWindowDataset Method

ExperimentalIgnoreErrorsDataset Method

ExperimentalIteratorGetDevice Method

ExperimentalLatencyStatsDataset Method

ExperimentalLMDBDataset Method

ExperimentalMapAndBatchDataset Method

ExperimentalMapDataset Method

ExperimentalMatchingFilesDataset Method

ExperimentalMaxIntraOpParallelismDataset Method

ExperimentalNonSerializableDataset Method

ExperimentalParallelInterleaveDataset Method

ExperimentalParseExampleDataset Method

ExperimentalPrivateThreadPoolDataset Method

ExperimentalRandomDataset Method

ExperimentalRebatchDataset Method

ExperimentalScanDataset Method

ExperimentalSetStatsAggregatorDataset Method

ExperimentalSleepDataset Method

ExperimentalSlidingWindowDataset Method

ExperimentalSqlDataset Method

ExperimentalStatsAggregatorHandle Method

ExperimentalStatsAggregatorSummary Method

ExperimentalTakeWhileDataset Method

ExperimentalThreadPoolDataset Method

ExperimentalThreadPoolHandle Method

ExperimentalUnbatchDataset Method

ExperimentalUniqueDataset Method

ExtractGlimpse Method

ExtractGlimpseV2 Method

ExtractImagePatches Method

ExtractJpegShape Method

ExtractVolumePatches Method

FakeParam Method

FakeQuantWithMinMaxArgs Method

FakeQuantWithMinMaxArgsGradient Method

FakeQuantWithMinMaxVars Method

FakeQuantWithMinMaxVarsGradient Method

FakeQuantWithMinMaxVarsPerChannel Method

FakeQuantWithMinMaxVarsPerChannelGradient Method

FakeQueue Method

FIFOQueue Method

FIFOQueueV2 Method

FileSystemSetConfiguration Method

FilterByLastComponentDataset Method

FilterDataset Method

FinalizeDataset Method

FinalizeTPUEmbedding Method

Fingerprint Method

FixedLengthRecordDataset Method

FixedLengthRecordDatasetV2 Method

FixedLengthRecordReader Method

FixedLengthRecordReaderV2 Method

FixedUnigramCandidateSampler Method

FlatMapDataset Method

FloorDiv Method

FloorMod Method

FlushSummaryWriter Method

FractionalAvgPool Method

FractionalAvgPoolGrad Method

FractionalMaxPool Method

FractionalMaxPoolGrad Method

FresnelCos Method

FresnelSin Method

FusedBatchNorm Method

FusedBatchNormGrad Method

FusedBatchNormGradV2 Method

FusedBatchNormGradV3 Method

FusedBatchNormV2 Method

FusedBatchNormV3 Method

FusedPadConv2D Method

FusedResizeAndPadConv2D Method

GatherNd Method

GatherV2 Method

GenerateBoundingBoxProposals Method

GenerateVocabRemapping Method

GeneratorDataset Method

GetElementAtIndex Method

GetEnumerator Method

GetMinibatchesInCsrWithPhysicalReplica Method

GetMinibatchSplitsWithPhysicalReplica Method

GetOpDef Method

GetOpNames Method

GetOptions Method

GetSessionHandle Method

GetSessionHandleV2 Method

GetSessionTensor Method

GetTensorShape Method

GlobalIterId Method

GreaterEqual Method

GroupByReducerDataset Method

GroupByWindowDataset Method

GRUBlockCell Method

GRUBlockCellGrad Method

GuaranteeConst Method

HashTable Method

HashTableV2 Method

HistogramFixedWidth Method

HistogramSummary Method

HostConst Method

HSVToRGB Method

Identity Method

IdentityN Method

IdentityReader Method

IdentityReaderV2 Method

IgammaGradA Method

IgnoreErrorsDataset Method

ImageProjectiveTransformV2 Method

ImageProjectiveTransformV3 Method

ImageSummary Method

ImmutableConst Method

ImportEvent Method

ImportGraphDef Method

InfeedDequeue Method

InfeedDequeueTuple Method

InfeedEnqueue Method

InfeedEnqueuePrelinearizedBuffer Method

InfeedEnqueueTuple Method

InitializeTable Method

InitializeTableFromDataset Method

InitializeTableFromTextFile Method

InitializeTableFromTextFileV2 Method

InitializeTableV2 Method

InplaceAdd Method

InplaceSub Method

InplaceUpdate Method

InterleaveDataset Method

InTopKV2 Method

InvertPermutation Method

IsBoostedTreesEnsembleInitialized Method

IsBoostedTreesQuantileStreamResourceInitialized Method

IsFinite Method

IsotonicRegression Method

IsTPUEmbeddingInitialized Method

IsVariableInitialized Method

Iterator Method

IteratorFromStringHandle Method

IteratorFromStringHandleV2 Method

IteratorGetDevice Method

IteratorGetNext Method

IteratorGetNextAsOptional Method

IteratorGetNextSync Method

IteratorToStringHandle Method

IteratorV2 Method

KMC2ChainInitialization Method

KmeansPlusPlusInitialization Method

KthOrderStatistic Method

LatencyStatsDataset Method

LeakyRelu Method

LeakyReluGrad Method

LearnedUnigramCandidateSampler Method

LeftShift Method

LegacyParallelInterleaveDatasetV2 Method

LessEqual Method

LinSpace Method

ListDataset Method

ListDiff Method

ListSnapshotChunksDataset Method

LMDBDataset Method

LMDBReader Method

LoadAllTPUEmbeddingParameters Method

LoadAndRemapMatrix Method

LoadDataset Method

LoadTPUEmbeddingAdadeltaParameters Method

LoadTPUEmbeddingAdagradMomentumParameters Method

LoadTPUEmbeddingAdagradParameters Method

LoadTPUEmbeddingADAMParameters Method

LoadTPUEmbeddingCenteredRMSPropParameters Method

LoadTPUEmbeddingFrequencyEstimatorParameters Method

LoadTPUEmbeddingFTRLParameters Method

LoadTPUEmbeddingMDLAdagradLightParameters Method

LoadTPUEmbeddingMomentumParameters Method

LoadTPUEmbeddingProximalAdagradParameters Method

LoadTPUEmbeddingProximalYogiParameters Method

LoadTPUEmbeddingRMSPropParameters Method

LoadTPUEmbeddingStochasticGradientDescentParameters Method

LogicalAnd Method

LogicalNot Method

LogicalOr Method

LogMatrixDeterminant Method

LogSoftmax Method

LogUniformCandidateSampler Method

LookupTableExport Method

LookupTableExportV2 Method

LookupTableFind Method

LookupTableFindV2 Method

LookupTableImport Method

LookupTableImportV2 Method

LookupTableInsert Method

LookupTableInsertV2 Method

LookupTableRemoveV2 Method

LookupTableSize Method

LookupTableSizeV2 Method

LoopCond Method

LowerBound Method

LSTMBlockCell Method

LSTMBlockCellGrad Method

MakeIterator Method

MakeUnique Method

MapAndBatchDataset Method

MapClear Method

MapDataset Method

MapDefun Method

MapIncompleteSize Method

MapStage Method

MapUnstage Method

MapUnstageNoKey Method

MatchingFiles Method

MatchingFilesDataset Method

MatrixBandPart Method

MatrixDeterminant Method

MatrixDiag Method

MatrixDiagPart Method

MatrixDiagPartV2 Method

MatrixDiagPartV3 Method

MatrixDiagV2 Method

MatrixDiagV3 Method

MatrixExponential Method

MatrixInverse Method

MatrixLogarithm Method

MatrixSetDiag Method

MatrixSetDiagV2 Method

MatrixSetDiagV3 Method

MatrixSolve Method

MatrixSolveLs Method

MatrixSquareRoot Method

MatrixTriangularSolve Method

MaxIntraOpParallelismDataset Method

MaxPool3D Method

MaxPool3DGrad Method

MaxPool3DGradGrad Method

MaxPoolGrad Method

MaxPoolGradGrad Method

MaxPoolGradGradV2 Method

MaxPoolGradGradWithArgmax Method

MaxPoolGradV2 Method

MaxPoolGradWithArgmax Method

MaxPoolV2 Method

MaxPoolWithArgmax Method

MergeDedupData Method

MergeSummary Method

MergeV2Checkpoints Method

MirrorPad Method

MirrorPadGrad Method

MlirPassthroughOp Method

ModelDataset Method

MulNoNan Method

MultiDeviceIterator Method

MultiDeviceIteratorFromStringHandle Method

MultiDeviceIteratorGetNextFromShard Method

MultiDeviceIteratorInit Method

MultiDeviceIteratorToStringHandle Method

Multinomial Method

MutableDenseHashTable Method

MutableDenseHashTableV2 Method

MutableHashTable Method

MutableHashTableOfTensors Method

MutableHashTableOfTensorsV2 Method

MutableHashTableV2 Method

MutexLock Method

NcclAllReduce Method

NcclBroadcast Method

NcclReduce Method

NearestNeighbors Method

NegTrain Method

NewOperation Method

NextAfter Method

NextIteration Method

NextOperation Method

NonDeterministicInts Method

NonMaxSuppression Method

NonMaxSuppressionV2 Method

NonMaxSuppressionV3 Method

NonMaxSuppressionV4 Method

NonMaxSuppressionV5 Method

NonMaxSuppressionWithOverlaps Method

NonSerializableDataset Method

NotEqual Method

NthElement Method

OneShotIterator Method

OnesLike Method

OperationByName Method

OptimizeDataset Method

OptimizeDatasetV2 Method

OptionalFromValue Method

OptionalGetValue Method

OptionalHasValue Method

OptionalNone Method

OptionsDataset Method

OrderedMapClear Method

OrderedMapIncompleteSize Method

OrderedMapPeek Method

OrderedMapSize Method

OrderedMapStage Method

OrderedMapUnstage Method

OrderedMapUnstageNoKey Method

OutfeedDequeue Method

OutfeedDequeueTuple Method

OutfeedDequeueTupleV2 Method

OutfeedDequeueV2 Method

OutfeedEnqueue Method

OutfeedEnqueueTuple Method

PaddedBatchDataset Method

PaddedBatchDatasetV2 Method

PaddingFIFOQueue Method

PaddingFIFOQueueV2 Method

ParallelBatchDataset Method

ParallelConcat Method

ParallelDynamicStitch Method

ParallelFilterDataset Method

ParallelInterleaveDataset Method

ParallelInterleaveDatasetV2 Method

ParallelInterleaveDatasetV3 Method

ParallelInterleaveDatasetV4 Method

ParallelMapDataset Method

ParallelMapDatasetV2 Method

ParameterizedTruncatedNormal Method

ParseExample Method

ParseExampleDataset Method

ParseExampleDatasetV2 Method

ParseExampleV2 Method

ParseSequenceExample Method

ParseSequenceExampleV2 Method

ParseSingleExample Method

ParseSingleSequenceExample Method

ParseTensor Method

PartitionedCall Method

Placeholder Method

PlaceholderV2 Method

PlaceholderWithDefault Method

Polygamma Method

PopulationCount Method

PrefetchDataset Method

Prelinearize Method

PrelinearizeTuple Method

PreventGradient Method

PriorityQueue Method

PriorityQueueV2 Method

PrivateThreadPoolDataset Method

PyFuncStateless Method

QuantizeAndDequantize Method

QuantizeAndDequantizeV2 Method

QuantizeAndDequantizeV3 Method

QuantizeAndDequantizeV4 Method

QuantizeAndDequantizeV4Grad Method

QuantizedAdd Method

QuantizedAvgPool Method

QuantizedBatchNormWithGlobalNormalization Method

QuantizedBiasAdd Method

QuantizedConcat Method

QuantizedConcatV2 Method

QuantizedConv2D Method

QuantizedConv2DAndRelu Method

QuantizedConv2DAndReluAndRequantize Method

QuantizedConv2DAndRequantize Method

QuantizedConv2DPerChannel Method

QuantizedConv2DWithBias Method

QuantizedConv2DWithBiasAndRelu Method

QuantizedConv2DWithBiasAndReluAndRequantize Method

QuantizedConv2DWithBiasAndRequantize Method

QuantizedConv2DWithBiasSignedSumAndReluAndRequantize Method

QuantizedConv2DWithBiasSumAndRelu Method

QuantizedConv2DWithBiasSumAndReluAndRequantize Method

QuantizedDepthwiseConv2D Method

QuantizedDepthwiseConv2DWithBias Method

QuantizedDepthwiseConv2DWithBiasAndRelu Method

QuantizedDepthwiseConv2DWithBiasAndReluAndRequantize Method

QuantizedInstanceNorm Method

QuantizedMatMul Method

QuantizedMatMulWithBias Method

QuantizedMatMulWithBiasAndDequantize Method

QuantizedMatMulWithBiasAndRelu Method

QuantizedMatMulWithBiasAndReluAndRequantize Method

QuantizedMatMulWithBiasAndRequantize Method

QuantizedMaxPool Method

QuantizedMul Method

QuantizeDownAndShrinkRange Method

QuantizedRelu Method

QuantizedRelu6 Method

QuantizedReluX Method

QuantizedReshape Method

QuantizedResizeBilinear Method

QuantizeV2 Method

QueueClose Method

QueueCloseV2 Method

QueueDequeue Method

QueueDequeueMany Method

QueueDequeueManyV2 Method

QueueDequeueUpTo Method

QueueDequeueUpToV2 Method

QueueDequeueV2 Method

QueueEnqueue Method

QueueEnqueueMany Method

QueueEnqueueManyV2 Method

QueueEnqueueV2 Method

QueueIsClosed Method

QueueIsClosedV2 Method

QueueSize Method

QueueSizeV2 Method

RaggedBincount Method

RaggedCountSparseOutput Method

RaggedCross Method

RaggedFillEmptyRows Method

RaggedFillEmptyRowsGrad Method

RaggedGather Method

RaggedRange Method

RaggedTensorFromVariant Method

RaggedTensorToSparse Method

RaggedTensorToTensor Method

RaggedTensorToVariant Method

RaggedTensorToVariantGradient Method

RandomCrop Method

RandomDataset Method

RandomDatasetV2 Method

RandomGamma Method

RandomGammaGrad Method

RandomIndexShuffle Method

RandomPoisson Method

RandomPoissonV2 Method

RandomShuffle Method

RandomShuffleQueue Method

RandomShuffleQueueV2 Method

RandomStandardNormal Method

RandomUniform Method

RandomUniformInt Method

RangeDataset Method

ReaderNumRecordsProduced Method

ReaderNumRecordsProducedV2 Method

ReaderNumWorkUnitsCompleted Method

ReaderNumWorkUnitsCompletedV2 Method

ReaderRead Method

ReaderReadUpTo Method

ReaderReadUpToV2 Method

ReaderReadV2 Method

ReaderReset Method

ReaderResetV2 Method

ReaderRestoreState Method

ReaderRestoreStateV2 Method

ReaderSerializeState Method

ReaderSerializeStateV2 Method

ReadFile Method

ReadVariableOp Method

ReadVariableXlaSplitND Method

RebatchDataset Method

RebatchDatasetV2 Method

Reciprocal Method

ReciprocalGrad Method

RecordInput Method

RecvTPUEmbeddingActivations Method

ReduceDataset Method

ReduceJoin Method

RefEnter Method

RefIdentity Method

RefMerge Method

RefNextIteration Method

RefSelect Method

RefSwitch Method

RegexFullMatch Method

RegexReplace Method

RegisterDataset Method

RegisterDatasetV2 Method

Relayout Method

RelayoutLike Method

Relu6Grad Method

ReluGrad Method

RemoteCall Method

RepeatDataset Method

RequantizationRange Method

RequantizationRangePerChannel Method

Requantize Method

RequantizePerChannel Method

ResizeArea Method

ResizeBicubic Method

ResizeBicubicGrad Method

ResizeBilinear Method

ResizeBilinearGrad Method

ResizeNearestNeighbor Method

ResizeNearestNeighborGrad Method

ResourceAccumulatorApplyGradient Method

ResourceAccumulatorNumAccumulated Method

ResourceAccumulatorSetGlobalStep Method

ResourceAccumulatorTakeGradient Method

ResourceApplyAdadelta Method

ResourceApplyAdagrad Method

ResourceApplyAdagradDA Method

ResourceApplyAdagradV2 Method

ResourceApplyAdam Method

ResourceApplyAdaMax Method

ResourceApplyAdamWithAmsgrad Method

ResourceApplyAddSign Method

ResourceApplyCenteredRMSProp Method

ResourceApplyFtrl Method

ResourceApplyFtrlV2 Method

ResourceApplyGradientDescent Method

ResourceApplyKerasMomentum Method

ResourceApplyMomentum Method

ResourceApplyPowerSign Method

ResourceApplyProximalAdagrad Method

ResourceApplyProximalGradientDescent Method

ResourceApplyRMSProp Method

ResourceConditionalAccumulator Method

ResourceCountUpTo Method

ResourceGather Method

ResourceGatherNd Method

ResourceScatterAdd Method

ResourceScatterDiv Method

ResourceScatterMax Method

ResourceScatterMin Method

ResourceScatterMul Method

ResourceScatterNdAdd Method

ResourceScatterNdMax Method

ResourceScatterNdMin Method

ResourceScatterNdSub Method

ResourceScatterNdUpdate Method

ResourceScatterSub Method

ResourceScatterUpdate Method

ResourceSparseApplyAdadelta Method

ResourceSparseApplyAdagrad Method

ResourceSparseApplyAdagradDA Method

ResourceSparseApplyAdagradV2 Method

ResourceSparseApplyCenteredRMSProp Method

ResourceSparseApplyFtrl Method

ResourceSparseApplyFtrlV2 Method

ResourceSparseApplyKerasMomentum Method

ResourceSparseApplyMomentum Method

ResourceSparseApplyProximalAdagrad Method

ResourceSparseApplyProximalGradientDescent Method

ResourceSparseApplyRMSProp Method

ResourceStridedSliceAssign Method

RestoreSlice Method

RestoreV2 Method

RetrieveAllTPUEmbeddingParameters Method

RetrieveTPUEmbeddingAdadeltaParameters Method

RetrieveTPUEmbeddingAdagradMomentumParameters Method

RetrieveTPUEmbeddingAdagradParameters Method

RetrieveTPUEmbeddingADAMParameters Method

RetrieveTPUEmbeddingCenteredRMSPropParameters Method

RetrieveTPUEmbeddingFrequencyEstimatorParameters Method

RetrieveTPUEmbeddingFTRLParameters Method

RetrieveTPUEmbeddingMDLAdagradLightParameters Method

RetrieveTPUEmbeddingMomentumParameters Method

RetrieveTPUEmbeddingProximalAdagradParameters Method

RetrieveTPUEmbeddingProximalYogiParameters Method

RetrieveTPUEmbeddingRMSPropParameters Method

RetrieveTPUEmbeddingStochasticGradientDescentParameters Method

ReverseSequence Method

ReverseV2 Method

RewriteDataset Method

RGBToHSV Method

RightShift Method

RiscBinaryArithmetic Method

RiscBinaryComparison Method

RiscBitcast Method

RiscBroadcast Method

RiscCast Method

RiscCeil Method

RiscCholesky Method

RiscConcat Method

RiscCondition Method

RiscConv Method

RiscFloor Method

RiscGather Method

RiscImag Method

RiscIsFinite Method

RiscLogicalAnd Method

RiscLogicalNot Method

RiscLogicalOr Method

RiscPool Method

RiscRandomUniform Method

RiscReal Method

RiscReduce Method

RiscReshape Method

RiscReverse Method

RiscScatter Method

RiscShape Method

RiscSign Method

RiscSlice Method

RiscSort Method

RiscSqueeze Method

RiscTranspose Method

RiscTriangularSolve Method

RiscUnary Method

RiscWhile Method

RngReadAndSkip Method

RsqrtGrad Method

SampleDistortedBoundingBox Method

SampleDistortedBoundingBoxV2 Method

SamplingDataset Method

SaveDataset Method

SaveDatasetV2 Method

SaveSlices Method

ScalarSummary Method

ScaleAndTranslate Method

ScaleAndTranslateGrad Method

ScanDataset Method

ScatterAdd Method

ScatterDiv Method

ScatterMax Method

ScatterMin Method

ScatterMul Method

ScatterNd Method

ScatterNdAdd Method

ScatterNdMax Method

ScatterNdMin Method

ScatterNdNonAliasingAdd Method

ScatterNdSub Method

ScatterNdUpdate Method

ScatterSub Method

ScatterUpdate Method

SdcaFprint Method

SdcaOptimizer Method

SdcaOptimizerV2 Method

SdcaShrinkL1 Method

SegmentMax Method

SegmentMaxV2 Method

SegmentMean Method

SegmentMin Method

SegmentMinV2 Method

SegmentProd Method

SegmentProdV2 Method

SegmentSum Method

SegmentSumV2 Method

SelectV2 Method

SelfAdjointEig Method

SelfAdjointEigV2 Method

SeluGrad Method

SendTPUEmbeddingGradients Method

SerializeIterator Method

SerializeManySparse Method

SerializeSparse Method

SerializeTensor Method

SetStatsAggregatorDataset Method

SetTensorShape Method

ShardDataset Method

ShardedFilename Method

ShardedFilespec Method

ShuffleAndRepeatDataset Method

ShuffleAndRepeatDatasetV2 Method

ShuffleDataset Method

ShuffleDatasetV2 Method

ShuffleDatasetV3 Method

ShutdownDistributedTPU Method

ShutdownTPUSystem Method

SigmoidGrad Method

SkipDataset Method

Skipgram Method

SleepDataset Method

SlidingWindowDataset Method

Snapshot Method

SnapshotChunkDataset Method

SnapshotDataset Method

SnapshotDatasetReader Method

SnapshotDatasetV2 Method

SnapshotNestedDatasetReader Method

SobolSample Method

SoftmaxCrossEntropyWithLogits Method

Softplus Method

SoftplusGrad Method

Softsign Method

SoftsignGrad Method

SpaceToBatch Method

SpaceToBatchND Method

SpaceToDepth Method

SparseAccumulatorApplyGradient Method

SparseAccumulatorTakeGradient Method

SparseAdd Method

SparseAddGrad Method

SparseApplyAdadelta Method

SparseApplyAdagrad Method

SparseApplyAdagradDA Method

SparseApplyAdagradV2 Method

SparseApplyCenteredRMSProp Method

SparseApplyFtrl Method

SparseApplyFtrlV2 Method

SparseApplyMomentum Method

SparseApplyProximalAdagrad Method

SparseApplyProximalGradientDescent Method

SparseApplyRMSProp Method

SparseBincount Method

SparseConcat Method

SparseConditionalAccumulator Method

SparseCountSparseOutput Method

SparseCross Method

SparseCrossHashed Method

SparseCrossV2 Method

SparseDenseCwiseAdd Method

SparseDenseCwiseDiv Method

SparseDenseCwiseMul Method

SparseFillEmptyRows Method

SparseFillEmptyRowsGrad Method

SparseMatMul Method

SparseMatrixAdd Method

SparseMatrixMatMul Method

SparseMatrixMul Method

SparseMatrixNNZ Method

SparseMatrixOrderingAMD Method

SparseMatrixSoftmax Method

SparseMatrixSoftmaxGrad Method

SparseMatrixSparseCholesky Method

SparseMatrixSparseMatMul Method

SparseMatrixTranspose Method

SparseMatrixZeros Method

SparseReduceMax Method

SparseReduceMaxSparse Method

SparseReduceSum Method

SparseReduceSumSparse Method

SparseReorder Method

SparseReshape Method

SparseSegmentMean Method

SparseSegmentMeanGrad Method

SparseSegmentMeanGradV2 Method

SparseSegmentMeanWithNumSegments Method

SparseSegmentSqrtN Method

SparseSegmentSqrtNGrad Method

SparseSegmentSqrtNGradV2 Method

SparseSegmentSqrtNWithNumSegments Method

SparseSegmentSum Method

SparseSegmentSumGrad Method

SparseSegmentSumGradV2 Method

SparseSegmentSumWithNumSegments Method

SparseSlice Method

SparseSliceGrad Method

SparseSoftmax Method

SparseSoftmaxCrossEntropyWithLogits Method

SparseSparseMaximum Method

SparseSparseMinimum Method

SparseSplit Method

SparseTensorDenseAdd Method

SparseTensorDenseMatMul Method

SparseTensorSliceDataset Method

SparseTensorToCSRSparseMatrix Method

SparseToDense Method

SparseToSparseSetOperation Method

SplitDedupData Method

SqlDataset Method

SqrtGrad Method

SquaredDifference Method

StackClose Method

StackCloseV2 Method

StackPop Method

StackPopV2 Method

StackPush Method

StackPushV2 Method

StageClear Method

StagePeek Method

StageSize Method

StatefulPartitionedCall Method

StatefulRandomBinomial Method

StatefulStandardNormal Method

StatefulStandardNormalV2 Method

StatefulTruncatedNormal Method

StatefulUniform Method

StatefulUniformFullInt Method

StatefulUniformInt Method

StatelessCase Method

StatelessIf Method

StatelessMultinomial Method

StatelessParameterizedTruncatedNormal Method

StatelessRandomBinomial Method

StatelessRandomGammaV2 Method

StatelessRandomGammaV3 Method

StatelessRandomGetAlg Method

StatelessRandomGetKeyCounter Method

StatelessRandomGetKeyCounterAlg Method

StatelessRandomNormal Method

StatelessRandomNormalV2 Method

StatelessRandomPoisson Method

StatelessRandomUniform Method

StatelessRandomUniformFullInt Method

StatelessRandomUniformFullIntV2 Method

StatelessRandomUniformInt Method

StatelessRandomUniformIntV2 Method

StatelessRandomUniformV2 Method

StatelessSampleDistortedBoundingBox Method

StatelessShuffle Method

StatelessTruncatedNormal Method

StatelessTruncatedNormalV2 Method

StatelessWhile Method

StaticRegexFullMatch Method

StaticRegexReplace Method

StatsAggregatorHandle Method

StatsAggregatorHandleV2 Method

StatsAggregatorSetSummaryWriter Method

StatsAggregatorSummary Method

StochasticCastToInt Method

StopGradient Method

StoreMinibatchStatisticsInFdo Method

StridedSlice Method

StridedSliceAssign Method

StridedSliceGrad Method

StringFormat Method

StringJoin Method

StringLength Method

StringLower Method

StringNGrams Method

StringSplit Method

StringSplitV2 Method

StringStrip Method

StringToHashBucket Method

StringToHashBucketFast Method

StringToHashBucketStrong Method

StringToNumber Method

StringUpper Method

SummaryWriter Method

SymbolicGradient Method

SyncDevice Method

TakeDataset Method

TakeManySparseFromTensorsMap Method

TakeWhileDataset Method

TanhGrad Method

TemporaryVariable Method

TensorArray Method

TensorArrayClose Method

TensorArrayCloseV2 Method

TensorArrayCloseV3 Method

TensorArrayConcat Method

TensorArrayConcatV2 Method

TensorArrayConcatV3 Method

TensorArrayGather Method

TensorArrayGatherV2 Method

TensorArrayGatherV3 Method

TensorArrayGrad Method

TensorArrayGradV2 Method

TensorArrayGradV3 Method

TensorArrayGradWithShape Method

TensorArrayPack Method

TensorArrayRead Method

TensorArrayReadV2 Method

TensorArrayReadV3 Method

TensorArrayScatter Method

TensorArrayScatterV2 Method

TensorArrayScatterV3 Method

TensorArraySize Method

TensorArraySizeV2 Method

TensorArraySizeV3 Method

TensorArraySplit Method

TensorArraySplitV2 Method

TensorArraySplitV3 Method

TensorArrayUnpack Method

TensorArrayV2 Method

TensorArrayV3 Method

TensorArrayWrite Method

TensorArrayWriteV2 Method

TensorArrayWriteV3 Method

TensorDataset Method

TensorListConcat Method

TensorListConcatLists Method

TensorListConcatV2 Method

TensorListElementShape Method

TensorListFromTensor Method

TensorListGather Method

TensorListGetItem Method

TensorListLength Method

TensorListPopBack Method

TensorListPushBack Method

TensorListPushBackBatch Method

TensorListReserve Method

TensorListResize Method

TensorListScatter Method

TensorListScatterIntoExistingList Method

TensorListScatterV2 Method

TensorListSetItem Method

TensorListSplit Method

TensorListStack Method

TensorMapErase Method

TensorMapHasKey Method

TensorMapInsert Method

TensorMapLookup Method

TensorMapSize Method

TensorMapStackKeys Method

TensorScatterAdd Method

TensorScatterMax Method

TensorScatterMin Method

TensorScatterSub Method

TensorScatterUpdate Method

TensorSliceDataset Method

TensorStridedSliceUpdate Method

TensorSummary Method

TensorSummaryV2 Method

TextLineDataset Method

TextLineReader Method

TextLineReaderV2 Method

TFRecordDataset Method

TFRecordDatasetV2 Method

TFRecordReader Method

TFRecordReaderV2 Method

ThreadPoolDataset Method

ThreadPoolHandle Method

ThreadUnsafeUnigramCandidateSampler Method

TileGrad Method

Timestamp Method

ToGraphDef Method

TopKUnique Method

TopKWithUnique Method

TPUAnnotateTensorsWithDynamicShape Method

TPUCompilationResult Method

TPUCompile Method

TPUCompileSucceededAssert Method

TPUCopyWithDynamicShape Method

TPUEmbeddingActivations Method

TPUExecute Method

TPUExecuteAndUpdateVariables Method

TpuHandleToProtoKey Method

TPUOrdinalSelector Method

TPUPartitionedCall Method

TPUPartitionedInput Method

TPUPartitionedInputV2 Method

TPUPartitionedOutput Method

TPUPartitionedOutputV2 Method

TPUReplicatedInput Method

TPUReplicatedOutput Method

TPUReplicateMetadata Method

TPUReshardVariables Method

TPURoundRobin Method

Transpose Method

TridiagonalMatMul Method

TridiagonalSolve Method

TruncateDiv Method

TruncatedNormal Method

TruncateMod Method

UnbatchDataset Method

UnbatchGrad Method

UncompressElement Method

UnicodeDecode Method

UnicodeDecodeWithOffsets Method

UnicodeEncode Method

UnicodeScript Method

UnicodeTranscode Method

UniformCandidateSampler Method

UniformDequantize Method

UniformQuantize Method

UniformQuantizedAdd Method

UniformQuantizedClipByValue Method

UniformQuantizedConvolution Method

UniformQuantizedConvolutionHybrid Method

UniformQuantizedDot Method

UniformQuantizedDotHybrid Method

UniformRequantize Method

UniqueDataset Method

UniqueV2 Method

UniqueWithCounts Method

UniqueWithCountsV2 Method

UnravelIndex Method

UnsortedSegmentJoin Method

UnsortedSegmentMax Method

UnsortedSegmentMin Method

UnsortedSegmentProd Method

UnsortedSegmentSum Method

UnwrapDatasetVariant Method

UpperBound Method

VarHandleOp Method

Variable Method

VariableShape Method

VariableV2 Method

VarIsInitializedOp Method

Versions Method

WholeFileReader Method

WholeFileReaderV2 Method

WindowDataset Method

WindowOp Method

WorkerHeartbeat Method

WrapDatasetVariant Method

WriteAudioSummary Method

WriteFile Method

WriteGraphSummary Method

WriteHistogramSummary Method

WriteImageSummary Method

WriteRawProtoSummary Method

WriteScalarSummary Method

WriteSummary Method

XlaAllReduce Method

XlaBroadcastHelper Method

XlaCallModule Method

XlaClusterOutput Method

XlaConcatND Method

XlaConvV2 Method

XlaCustomCall Method

XlaCustomCallV2 Method

XlaDequantize Method

XlaDotV2 Method

XlaDynamicSlice Method

XlaDynamicUpdateSlice Method

XlaEinsum Method

XlaGather Method

XlaHostCompute Method

XlaKeyValueSort Method

XlaLaunch Method

XlaLaunchV2 Method

XlaOptimizationBarrier Method

XlaRecvFromHost Method

XlaRecvTPUEmbeddingActivations Method

XlaRecvTPUEmbeddingDeduplicationData Method

XlaReduce Method

XlaReducePrecision Method

XlaReduceScatter Method

XlaReduceWindow Method

XlaRemoveDynamicDimensionSize Method

XlaReplicaId Method

XlaRngBitGenerator Method

XlaScatter Method

XlaSelectAndScatter Method

XlaSelfAdjointEig Method

XlaSendToHost Method

XlaSendTPUEmbeddingGradients Method

XlaSetBound Method

XlaSetDynamicDimensionSize Method

XlaSharding Method

XlaSparseCoreAdagrad Method

XlaSparseCoreAdagradMomentum Method

XlaSparseCoreAdam Method

XlaSparseCoreFtrl Method

XlaSparseCoreSgd Method

XlaSparseDenseMatmul Method

XlaSparseDenseMatmulGradWithAdagradAndCsrInput Method

XlaSparseDenseMatmulGradWithAdagradMomentumAndCsrInput Method

XlaSparseDenseMatmulGradWithAdamAndCsrInput Method

XlaSparseDenseMatmulGradWithFtrlAndCsrInput Method

XlaSparseDenseMatmulGradWithSgdAndCsrInput Method

XlaSparseDenseMatmulWithCsrInput Method

XlaSplitND Method

XlaSpmdFullToShardShape Method

XlaSpmdShardToFullShape Method

XlaVariadicReduce Method

XlaVariadicReduceV2 Method

XlaVariadicSort Method

XlaWhile Method

ZerosLike Method

ZipDataset Method

Click or drag to resize

GraphNewOperation Method

https://www.emgu.com/wiki/index.php/Emgu_TF

Operation will only be added to graph when FinishOperation() is called (assuming FinishOperation() does not return an error). Graph must not be deleted until after FinishOperation() is called.

Namespace: Emgu.TF
Assembly: Emgu.TF (in Emgu.TF.dll) Version: 2.16.1.1620+d2904aaafaa66327b642f4fbd5e3c7133dd331e0

Syntax

public OperationDescription NewOperation(
	string opType,
	string opName
)

Public Function NewOperation ( 
	opType As String,
	opName As String
) As OperationDescription

public:
OperationDescription^ NewOperation(
	String^ opType, 
	String^ opName
)

member NewOperation : 
        opType : string * 
        opName : string -> OperationDescription

Parameters

opType: Type: SystemString
The operation type
opName: Type: SystemString
The name of the operation

Return Value

Type: OperationDescription
A new operation description

See Also

Reference

Emgu.TF Namespace

For questions and discussions please visit https://github.com/emgucv/emgutf/issues

2024 Emgu Corporation, All Rights Reserved,

Send comments on this topic to support@emgu.com