AllReduceCrossTowerOps

layers ops ops

NN

io

hooks

api Indexer core

config

learn

io

Gradients

SessionConfig

SessionConfig

hooks

decoders

config

types

VarianceScalingInitializer

exception

distributions

types

IndexerConstructionWithOneNumber

IndexerConstructionWithThreeNumbers IndexerConstructionWithTwoNumbers

IndexerConstructionWithThreeNumbers IndexerConstructionWithTwoNumbers

IndexerConstructionWithThreeNumbers

Key ACTIVATIONS ASSET_FILEPATHS BIASES EVAL_STEP GLOBAL_EPOCH GLOBAL_STEP GLOBAL_VARIABLES INIT_OP LOCAL_INIT_OP LOCAL_RESOURCES LOCAL_VARIABLES LOSSES MODEL_VARIABLES MOVING_AVERAGE_VARIABLES RANDOM_SEEDS READY_FOR_LOCAL_INIT_OP READY_OP REGULARIZATION_LOSSES SAVERS SHARED_RESOURCES STREAMING_MODEL_PORTS SUMMARIES SUMMARY_OP TABLE_INITIALIZERS TRAINABLE_VARIABLES TRAIN_OP UNBOUND_INPUTS UPDATE_OPS WEIGHTS BestFitWithCoalescingGPUAllocation DefaultGPUAllocation GPUAllocationStrategy GRPC Protocol CompressionType GZIPCompression NoCompression ZLIBCompression CHIEF EVALUATOR MASTER PARAMETER_SERVER TaskType WORKER Evaluator Activation AddBias AddN AudioSummary BatchNormalization CReLU Cast Compose Concatenate Conv2D Dropout ELU Embedding Flatten HistogramSummary Identity ImageSummary Input L2Loss LRN Layer Linear LogPoissonLoss LogSigmoid LogSoftmax Loss Map MapSeq MaxPool Mean OneHot ReLU ReLU6 Reshape SELU ScalarSummary SequenceLoss Sigmoid SigmoidCrossEntropy Softmax SoftmaxCrossEntropy Softplus Softsign SparseSoftmaxCrossEntropy Squeeze Stack Sum Summary Transpose BidirectionalRNN RNN BasicLSTMCell BasicRNNCell DeviceWrapper DropoutWrapper GRUCell LSTMCell MultiCell RNNCell ResidualWrapper RBM Function Input ConvPaddingMode Op Builder OpSpecification Output OutputIndexedSlices OutputLike Queue SparseOutput Context Reader BatchDataset CacheDataset ConcatenatedDataset Dataset DropDataset DynamicDropDataset DynamicPaddedBatchDataset DynamicTFRecordDataset DynamicTakeDataset DynamicTextLinesDataset FilterDataset FixedLengthRecordDataset FlatMapDataset GroupByWindowDataset IgnoreErrorsDataset InitializableIterator InterleaveDataset Iterator MapDataset OutputDataset OutputSlicesDataset PaddedBatchDataset ParallelInterleaveDataset ParallelMapDataset PrefetchDataset RangeDataset RepeatDataset ShuffleDataset SparseOutputSlicesDataset SparseTensorSlicesDataset TFRecordDataset TakeDataset TensorDataset TensorSlicesDataset TextLinesDataset Zip3Dataset ZipDataset ZipMultipleDataset HashTable IDLookupTableWithHashBuckets LookupTable TextFileColumn TextFileFieldExtractor TextFileLineNumber TextFileWholeLine Accuracy ConfusionMatrix GroupedPrecision MapMetric Mean Metric METRIC_RESETS METRIC_UPDATES METRIC_VALUES METRIC_VARIABLES PrecisionAtK Attention AttentionWrapperCell BahdanauAttention LuongAttention SimpleAttention BasicLSTMCell BasicRNNCell DropoutWrapper GRUCell LSTMCell MultiCell BasicDecoder GreedyEmbeddingHelper TrainingHelper BeamSearchDecoder Decoder ExponentialMovingAverage DistributedVariable TowerLocalVariableSaveable AMSGrad AdaDelta AdaGrad Adam GradientDescent LazyAMSGrad LazyAdam Optimizer RMSProp YellowFin CosineDecay CycleLinear10xDecay ExponentialDecay LuongExponentialDecay SqrtDecay WarmUpExponentialSchedule WarmUpLinearSchedule PartitionedVariable SaveSpecification Saveable Variable VariableLike VariableScope BFLOAT16 BOOLEAN COMPLEX128 COMPLEX64 DataType FLOAT16 FLOAT32 FLOAT64 INT16 INT32 INT64 INT8 QINT16 QINT32 QINT8 QUINT16 QUINT8 RESOURCE STRING UINT16 UINT32 UINT64 UINT8 VARIANT

API GraphConstructionScope Accuracy ConfusionMatrix GroupedPrecision Mean PrecisionAtK VariableScope

StopCriteria

StopCriteria

StopCriteria

MathOps

Iterator BasicDecoder GreedyEmbeddingHelper Helper TrainingHelper BeamSearchDecoder Decoder

Dropout

FeedMap

DefaultStrategy DistributionStrategy MirroredStrategy

Optimizer

StopCriteria

BahdanauAttention

BahdanauAttention

MathOps

HistogramValue

AudioValue

ConfusionMatrix

Op

Op

Evaluator

Shape

RBM

RBM Op

IDLookupTableWithHashBuckets

ArgType Op

ConcatenateAndSplitPacker

ParallelMapDataset

Configuration

EmbeddingMap

Reader

RBM

TimeHookTrigger

StepHookTrigger

ClusterConfig

DefaultStrategy DistributionStrategy MirroredStrategy

LuongExponentialDecay

BasicLSTMCell BasicRNNCell GRUCell LSTMCell

ExponentialMovingAverage

Reader

Configuration

Fetchable

OneHot

DataType

NPY